ACL 2018接受了258篇长论文和126篇短论文，总体接受率为24.9％。
论文官方地址：https://acl2018.org/programme/papers/
详细如下：
Long Papers
A Framework for Representing Language Acquisition in a Population Setting. Jordan Kodner, Christopher Cerezo Falco.
Zero-Shot Transfer Learning for Event Extraction. Lifu Huang, Heng Ji, Kyunghyun Cho, Ido Dagan, Sebastian Riedel, Clare Voss.
Personalizing Dialogue Agents: I have a dog, do you have pets too?. Saizheng Zhang, Emily Dinan, Jack Urbanek, Arthur Szlam, Douwe Kiela, Jason Weston.
Zero-shot Learning of Classifiers from Natural Language Quantification. Shashank Srivastava, Igor Labutov, Tom Mitchell.
Learning Translations via Images with a Massively Multilingual Image Dataset. John Hewitt, Daphne Ippolito, Brendan Callahan, Reno Kriz, Derry Tanti Wijaya, Chris Callison-Burch.
Event2Mind: Commonsense Inference on Events, Intents, and Reactions. Hannah Rashkin, Maarten Sap, Emily Allaway, Noah A. Smith, Yejin Choi.
NeuralREG: An end-to-end approach to referring expression generation. Thiago Castro Ferreira, Diego Moussallem, Ákos Kádár, Sander Wubben, Emiel Krahmer.
Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks. Aishwarya Jadhav, Vaibhav Rajan.
Neural Argument Generation Augmented with Externally Retrieved Evidence. Xinyu Hua, Lu Wang.
Backpropagating through Structured Argmax using a SPIGOT. Hao Peng, Sam Thomson, Noah A. Smith.
Harvesting Paragraph-level Question-Answer Pairs from Wikipedia. Xinya Du, Claire Cardie.
Using Intermediate Representations to Solve Math Word Problems. Danqing Huang, Jin-Ge Yao, Chin-Yew Lin, Qingyu Zhou, Jian Yin.
Efficient and Robust Question Answering from Minimal Context over Documents. Sewon Min, Victor Zhong, Richard Socher, Caiming Xiong.
Ultra-Fine Entity Typing. Eunsol Choi, Omer Levy, Yejin Choi, Luke Zettlemoyer.
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning. Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong.
Simple and Effective Text Simplification Using Semantic and Neural Methods. Elior Sulem, Omri Abend, Ari Rappoport.
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data. Adithya Pratapa, Gayatri Bhat, Monojit Choudhury, Sunayana Sitaram, Sandipan Dandapat, Kalika Bali.
Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays. Winston Carlile, Nishant Gurrapadi, Zixuan Ke, Vincent Ng.
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. Laurent Vanni, Mélanie Ducoffe, Carlos Aguilar, Frederic Precioso, Damon Mayaffre.
Discourse Coherence: Concurrent Explicit and Implicit Relations. Hannah Rohde, Alexander Johnson, Nathan Schneider, Bonnie Webber.
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback. Carolin Lawrence, Stefan Riezler.
Efficient Large-Scale Neural Domain Classification with Personalized Attention. Young-Bum Kim, Dongchan Kim, Anjishnu Kumar, Ruhi Sarikaya.
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification. Yizhong Wang, Kai Liu, Jing Liu, Wei He, Yajuan Lyu, Hua Wu, Sujian Li, Haifeng Wang.
Universal Language Model Fine-tuning for Text Classification. Jeremy Howard, Sebastian Ruder.
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks. Jing Ma, Wei Gao, Kam-Fai Wong.
Token-level and sequence-level loss smoothing for RNN language models. Maha ELBAYAD, Laurent Besacier, Jakob Verbeek.
To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness. Amulya Gupta, Zhu Zhang.
A Neural Architecture for Automated ICD Coding. Pengtao Xie, Eric Xing.
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning. Hongge Chen, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Cho-Jui Hsieh.
Unsupervised Learning of Distributional Relation Vectors. Shoaib Jameel, Zied Bouraoui, Steven Schockaert.
Nugget Proposal Networks for Chinese Event Detection. Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun.
SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment. Jisun An, Haewoon Kwak, Yong-Yeol Ahn.
Batch IS NOT Heavy: Learning Word Representations From All Samples. Xin Xin, Fajie Yuan, Xiangnan He, Joemon M Jose.
Prefix Lexicalization of Synchronous CFGs using Synchronous TAG. Logan Born, Anoop Sarkar.
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures. Wenqiang Lei, Xisen Jin, Min-Yen Kan, Zhaochun Ren, Xiangnan He, Dawei Yin.
Reasoning with Sarcasm by Reading In-Between. Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su.
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. Andrea Madotto, Chien-Sheng Wu, Pascale Fung.
Accelerating Neural Transformer via an Average Attention Network. Biao Zhang, Deyi Xiong, jinsong su.
The price of debiasing automatic metrics in natural language evalaution. Arun Chaganty, Stephen Mussmann, Percy Liang.
Object-oriented Neural Programming (OONP) for Document Understanding. Zhengdong Lu, Xianggen Liu, Haotian Cui, Yukun Yan, Daqi Zheng.
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network. Xiangyang Zhou, Lu Li, Daxiang Dong, Yi Liu, Ying Chen, Wayne Xin Zhao, Dianhai Yu, Hua Wu.
LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Rakshit Trivedi, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, Jun Ma, Hongyuan Zha.
Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour. Sandeep Mathias, Diptesh Kanojia, Kevin Patel, Samarth Agrawal, Abhijit Mishra, Pushpak Bhattacharyya.
Coarse-to-Fine Decoding for Neural Semantic Parsing. Li Dong, Mirella Lapata.
Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis. Tomohide Shibata, Sadao Kurohashi.
Word Embedding and WordNet Based Metaphor Identification and Interpretation. Rui Mao, Chenghua Lin, Frank Guerin.
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism. Xiangrong Zeng, Daojian Zeng, Shizhu He, Kang Liu, Jun Zhao.
Denoising Distantly Supervised Open-Domain Question Answering. Yankai Lin, Haozhe Ji, Zhiyuan Liu, Maosong Sun.
Incorporating Chinese Characters of Words for Lexical Sememe Prediction. Huiming Jin, Hao Zhu, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Fen Lin, Leyu Lin.
Adversarial Contrastive Estimation. Avishek Joey Bose, huan ling, Yanshuai Cao.
A Deep Relevance Model for Zero-Shot Document Filtering. Chenliang Li, Wei Zhou, Feng Ji, Yu Duan, Haiqing Chen.
Learning Prototypical Goal Activities for Locations. Tianyu Jiang, Ellen Riloff.
Document Context Neural Machine Translation with Memory Networks. Sameen Maruf, Gholamreza Haffari.
Finding syntax in human encephalography with beam search. John Hale, Chris Dyer, Adhiguna Kuncoro, Jonathan Brennan.
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes.
Sentence-State LSTM for Text Representation. Yue Zhang, Qi Liu, Linfeng Song.
A Distributional and Orthographic Aggregation Model for English Derivational Morphology. Daniel Deutsch, John Hewitt, Dan Roth.
Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation. Alane Suhr, Yoav Artzi.
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties. Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni.
Semantic Parsing with Syntax- and Table-Aware SQL Generation. Yibo Sun, Duyu Tang, Nan Duan, Jianshu Ji, Guihong Cao, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou.
Neural Factor Graph Models for Cross-lingual Morphological Tagging. Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig.
ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations. John Wieting, Kevin Gimpel.
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings. Mikel Artetxe, Gorka Labaka, Eneko Agirre.
Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction. Wenya Wang, Sinno Jialin Pan.
Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words. Saif Mohammad.
Improving Text-to-SQL Evaluation Methodology. Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir Radev.
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable. Viktor Hangya, Fabienne Braune, Alexander Fraser, Hinrich Schütze.
Temporal Event Knowledge Acquisition via Identifying Narratives. Wenlin Yao, Ruihong Huang.
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement. Nina Poerner, Hinrich Schütze, Benjamin Roth.
Learning to Write with Cooperative Discriminators. Ari Holtzman, Jan Buys, Maxwell Forbes, Antoine Bosselut, David Golub, Yejin Choi.
Accurate SHRG-Based Semantic Parsing. Yufei Chen, Weiwei Sun, Xiaojun Wan.
Large-Scale QA-SRL Parsing. Nicholas FitzGerald, Julian Michael, Luheng He, Luke Zettlemoyer.
Constituency Parsing with a Self-Attentive Encoder. Nikita Kitaev, Dan Klein.
Pre- and In-Parsing Models for Neural Empty Category Detection. Yufei Chen, Yuanyuan Zhao, Weiwei Sun, Xiaojun Wan.
Bridging CNNs, RNNs, and Weighted Finite-State Machines. Roy Schwartz, Sam Thomson, Noah A. Smith.
DialSQL: Dialogue Based Structured Query Generation. Izzeddin Gur, Semih Yavuz, Yu Su, Xifeng Yan.
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder. Ryo Takahashi, Ran Tian, Kentaro Inui.
A Structured Variational Autoencoder for Contextual Morphological Inflection. Ryan Cotterell, Jason Naradowsky, Sebastian J. Mielke, Lawrence Wolf-Sonkin.
Discovering Implicit Knowledge with Unary Relations. Michael Glass, Alfio Gliozzo.
AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples. Dongyeop Kang, Tushar Khot, Ashish Sabharwal, Eduard Hovy.
Joint Reasoning for Temporal and Causal Relations. Qiang Ning, Zhili Feng, Hao Wu, Dan Roth.
Stochastic Answer Networks for Machine Reading Comprehension. Xiaodong Liu, Yelong Shen, Kevin Duh, Jianfeng Gao.
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. AmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency.
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking. Shikhar Murty, Patrick Verga, Luke Vilnis, Irena Radovanovic, Andrew McCallum.
Sentiment Adaptive End-to-End Dialog Systems. Weiyan Shi, Zhou Yu.
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Yen-Chun Chen, Mohit Bansal.
Learning How to Actively Learn: A Deep Imitation Learning Approach. Ming Liu, Wray Buntine, Gholamreza Haffari.
Embedding Learning Through Multilingual Concept Induction. Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander Fraser, Hinrich Schütze.
Modeling Naive Psychology of Characters in Simple Commonsense Stories. Hannah Rashkin, Antoine Bosselut, Maarten Sap, Kevin Knight, Yejin Choi.
Let’s do it ``again’’: A First Computational Approach to Detecting Adverbial Presupposition Triggers. Andre Cianflone, Yulan Feng, Jad Kabbara, Jackie Chi Kit Cheung.
AMR dependency parsing with a typed semantic algebra. Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie, Mark Johnson, Alexander Koller.
Improving Knowledge Graph Embedding Using Simple Constraints. Boyang Ding, Quan Wang, Bin Wang, Li Guo.
Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations. Vered Shwartz, Ido Dagan.
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling. Xin Wang, Wenhu Chen, Yuan-Fang Wang, William Yang Wang.
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms. Dinghan Shen, Guoyin Wang, Wenlin Wang, Martin Renqiang Min, Qinliang Su, Yizhe Zhang, Chunyuan Li, Ricardo Henao, Lawrence Carin.
Supervised Treebank Conversion: Data and Approaches. Xinzhou Jiang, Zhenghua Li, Bo Zhang, Min Zhang, Sheng Li, Luo Si.
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking. Puyang Xu, Qi Hu.
Did the Model Understand the Question?. Pramod Kaushik Mudrakarta, Ankur Taly, Mukund Sundararajan, Kedar Dhamdhere.
Semi-supervised User Geolocation via Graph Convolutional Networks. Afshin Rahimi, Trevor Cohn, Timothy Baldwin.
Mining Cross-Cultural Differences and Similarities in Social Media. Bill Yuchen Lin, Frank F. Xu, Kenny Zhu, Seung-won Hwang.
GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data. Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang, Wei Wang.
Simple and Effective Multi-Paragraph Reading Comprehension. Christopher Clark, Matt Gardner.
Distilling Knowledge for Search-based Structured Prediction. Yijia Liu, Wanxiang Che, Huaipeng Zhao, Bing Qin, Ting Liu.
Sequence-to-sequence Models for Cache Transition Systems. Xiaochang Peng, Linfeng Song, Daniel Gildea, Giorgio Satta.
Twitter Universal Dependency Parsing for African-American and Mainstream American English. Su Lin Blodgett, Johnny Wei, Brendan O’Connor.
Are BLEU and Meaning Representation in Opposition?. Ondřej Cífka, Ondřej Bojar.
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning. Piyush Sharma, Nan Ding, Sebastian Goodman, Radu Soricut.
Which Melbourne? Augmenting Geocoding with Maps. Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier.
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings. Maksim Tkachenko, Chong Cher Chia, Hady Lauw.
Hierarchical Neural Story Generation. Angela Fan, Mike Lewis, Yann Dauphin.
Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge. Todor Mihaylov, Anette Frank.
Training Classifiers with Natural Language Explanations. Braden Hancock, Paroma Varma, Stephanie Wang, Martin Bringmann, Percy Liang, Christopher Ré.
Global-Locally Self-Attentive Encoder for Dialogue State Tracking. Victor Zhong, Caiming Xiong, Richard Socher.
Stock Movement Prediction from Tweets and Historical Prices. Yumo Xu, Shay B. Cohen.
Tailored Sequence to Sequence Models to Different Conversation Scenarios. Hainan Zhang, Yanyan Lan, Jiafeng Guo, Jun Xu, Xueqi Cheng.
A Stochastic Decoder for Neural Machine Translation. Philip Schulz, Wilker Aziz, Trevor Cohn.
Context-Aware Neural Model for Temporal Information Extraction. Yuanliang Meng, Anna Rumshisky.
Think Visually: Question Answering through Virtual Imagery. Ankit Goyal, Jian Wang, Jia Deng.
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension. Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan.
A Helping Hand: Transfer Learning for Deep Sentiment Analysis. Xin Dong, Gerard de Melo.
The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing. Rotem Dror, Gili Baumer, Segev Shlomov, Roi Reichart.
Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures. Luke Vilnis, Xiang Li, Shikhar Murty, Andrew McCallum.
Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering. Wei Wang, Ming Yan, Chen Wu.
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization. Guokan Shang, Wensi Ding, Zekun Zhang, Antoine Tixier, Polykarpos Meladianos, Michalis Vazirgiannis, Jean-Pierre Lorré.
A Neural Approach to Pun Generation. Zhiwei Yu, Jiwei Tan, Xiaojun Wan.
Modeling Deliberative Argumentation Strategies on Wikipedia. Khalid Al Khatib, Henning Wachsmuth, Kevin Lang, Jakob Herpel, Matthias Hagen, Benno Stein.
End-to-End Reinforcement Learning for Automatic Taxonomy Induction. Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han.
A Stylometric Inquiry into Hyperpartisan and Fake News. Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, Benno Stein.
Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power. Yang Xu, Jeremy Cole, David Reitter.
Generating Fine-Grained Open Vocabulary Entity Type Descriptions. Rajarshi Bhowmik, Gerard de Melo.
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers. Georgios Spithourakis, Sebastian Riedel.
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors. Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, AmirAli Bagher Zadeh, Louis-Philippe Morency.
Neural Document Summarization by Jointly Learning to Score and Select Sentences. Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao.
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension. Zhen Wang, Jiachen Liu, Xinyan Xiao, Yajuan Lyu, Tian Wu.
Taylor’s law for Human Linguistic Sequences. Tatsuru Kobayashi, Kumiko Tanaka-Ishii.
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei.
Question Condensing Networks for Answer Selection in Community Question Answering. Wei Wu, Xu SUN, Houfeng WANG.
Fluency Boost Learning and Inference for Neural Grammatical Error Correction. Tao Ge, Furu Wei, Ming Zhou.
Semantically Equivalent Adversarial Rules for Debugging NLP models. Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin.
Style Transfer Through Back-Translation. Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, Alan W Black.
Constraining MGbank: Agreement, L-Selection and Supertagging in Minimalist Grammars. John Torr.
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors. Mikhail Khodak, Nikunj Saunshi, Yingyu Liang, Tengyu Ma, Brandon Stewart, Sanjeev Arora.
What Action Causes This? Towards Naive Physical Action-Effect Prediction. Qiaozi Gao, Shaohua Yang, Joyce Chai, Lucy Vanderwende.
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss. Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, Kerui Min, Jing Tang, Min Sun.
Transformation Networks for Target-Oriented Sentiment Classification. Xin Li, Lidong Bing, Wai Lam, Bei Shi.
Cold-Start Aware User and Product Attention for Sentiment Classification. Reinald Kim Amplayo, Jihyeok Kim, Sua Sung, Seung-won Hwang.
Chinese NER Using Lattice LSTM. Yue Zhang, Jie Yang.
Disconnected Recurrent Neural Networks for Text Categorization. Baoxin Wang.
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach. Shafiq Joty, Muhammad Tasnim Mohiuddin, Dat Tien Nguyen.
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift. Sebastian Ruder, Barbara Plank.
Syntax for Semantic Role Labeling, To Be, Or Not To Be. Shexia He, Zuchao Li, Hai Zhao, Hongxiao Bai.
Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing. Bo Chen, Le Sun, Xianpei Han.
Towards Understanding the Geometry of Knowledge Graph Embeddings. Chandrahas -, Aditya Sharma, Partha Talukdar.
Aspect Based Sentiment Analysis with Gated Convolutional Networks. Wei Xue, Tao Li.
Exemplar Encoder-Decoder for Neural Conversation Generation. Gaurav Pandey, Danish Contractor, Vineet Kumar, Sachindra Joshi.
Composing Finite State Transducers on GPUs. Arturo Argueta, David Chiang.
Deep Reinforcement Learning for Chinese Zero Pronoun Resolution. Qingyu Yin, Yu Zhang, Wei-Nan Zhang, Ting Liu, William Yang Wang.
Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders. Yansen Wang, Chenyi Liu, Minlie Huang, Liqiang Nie.
Comprehensive Supersense Disambiguation of English Prepositions and Possessives. Nathan Schneider, Jena D. Hwang, Vivek Srikumar, Jakob Prange, Austin Blodgett, Sarah R. Moeller, Aviram Stern, Adi Bitan, Omri Abend.
Global Transition-based Non-projective Dependency Parsing. Carlos Gómez-Rodríguez, Tianze Shi, Lillian Lee.
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures. Tobias Domhan.
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji.
Neural Natural Language Inference Models Enhanced with External Knowledge. Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Diana Inkpen, Si Wei.
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation. Alexander Fabbri, Irene Li, Prawat Trairatvorakul, Yijiao He, Weitai Ting, Robert Tung, Caitlin Westerfield, Dragomir Radev.
Guess Me if You Can: Acronym Disambiguation for Enterprises. Yang Li, Bo Zhao, Ariel Fuxman, Fangbo Tao.
Document Modeling with External Attention for Sentence Extraction. Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang.
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search. Jamie Kiros, William Chan, Geoffrey Hinton.
Improving Entity Linking by Modeling Latent Relations between Mentions. Phong Le, Ivan Titov.
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He.
Neural Models for Documents with Metadata. Dallas Card, Chenhao Tan, Noah A. Smith.
Incorporating Glosses into Neural Word Sense Disambiguation. Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang, Zhifang Sui.
Context-Aware Neural Machine Translation Learns Anaphora Resolution. Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov.
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach. Jingjing Xu, Xu SUN, Qi Zeng, Xiaodong Zhang, Xuancheng Ren, Houfeng Wang, Wenjie Li.
NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing. Dinghan Shen, Qinliang Su, Paidamoyo Chapfuwa, Wenlin Wang, Guoyin Wang, Ricardo Henao, Lawrence Carin.
Building Language Models for Text with Named Entities. Md Rizwan Parvez, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang.
Efficient Online Scalar Annotation with Bounded Support. Keisuke Sakaguchi, Benjamin Van Durme.
A Graph-to-Sequence Model for AMR-to-Text Generation. Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea.
MojiTalk: Generating Emotional Responses at Scale. Xianda Zhou, William Yang Wang.
Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings. Shaohui Kuang, Junhui Li, António Branco, Weihua Luo, Deyi Xiong.
LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better. Adhiguna Kuncoro, Chris Dyer, John Hale, Dani Yogatama, Stephen Clark, Phil Blunsom.
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information. Sudha Rao, Hal Daumé III.
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment. Yue Gu, Kangning Yang, Shiyu Fu, Shuhong Chen, Xinyu Li, Ivan Marsic.
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction. Zihang Dai, Qizhe Xie, Eduard Hovy.
Subword-level Word Vector Representations for Korean. Sungjoon Park, Jeongmin Byun, Sion Baek, Yongseok Cho, Alice Oh.
Multimodal Named Entity Disambiguation for Noisy Social Media Posts. Seungwhan Moon, Leonardo Neves, Vitor Carvalho.
Language Generation via DAG Transduction. Yajie Ye, Weiwei Sun, Xiaojun Wan.
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. Julia Kreutzer, Joshua Uyheng, Stefan Riezler.
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples. Vidur Joshi, Matthew Peters, Mark Hopkins.
Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data. Harsh Jhamtani, Varun Gangal, Eduard Hovy, Graham Neubig, Taylor Berg-Kirkpatrick.
Confidence Modeling for Neural Semantic Parsing. Li Dong, Chris Quirk, Mirella Lapata.
On the Limitations of Unsupervised Bilingual Dictionary Induction. Anders Søgaard, Sebastian Ruder, Ivan Vulić.
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates. Taku Kudo.
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring. Cancan Jin, Ben He, Kai Hui, Le Sun.
Multi-Input Attention for Unsupervised OCR Correction. Rui Dong, David Smith.
Inherent Biases in Reference-based Evaluation for Grammatical Error Correction. Leshem Choshen, Omri Abend.
Adaptive Scaling for Sparse Detection in Information Extraction. Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun.
Cross-Domain Sentiment Classification with Target Domain Specific Information. Minlong Peng, Qi Zhang, Yu-gang Jiang, Xuanjing Huang.
Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings. Yang Xu, Jiawei Liu, Wei Yang, Liusheng Huang.
Towards Robust Neural Machine Translation. Yong Cheng, Zhaopeng Tu, Fandong Meng, Junjie Zhai, Yang Liu.
Character-Level Models versus Morphology in Semantic Role Labeling. Gozde Gul Sahin, Mark Steedman.
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning. Pengda Qin, Weiran XU, William Yang Wang.
Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation. Tiancheng Zhao, Kyusong Lee, Maxine Eskenazi.
On the Automatic Generation of Medical Imaging Reports. Baoyu Jing, Pengtao Xie, Eric Xing.
Forest-Based Neural Machine Translation. Chunpeng Ma, Akihiro Tamura, Masao Utiyama, Tiejun Zhao, Eiichiro Sumita.
Multitask Parsing Across Semantic Representations. Daniel Hershcovich, Omri Abend, Ari Rappoport.
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction. Pengda Qin, Weiran XU, William Yang Wang.
Document Similarity for Texts of Varying Lengths via Hidden Topics. Hongyu Gong, Tarek Sakakini, Suma Bhat, JinJun Xiong.
Conversations Gone Awry: Detecting Early Signs of Conversational Failure. Justine Zhang, Jonathan Chang, Cristian Danescu-Niculescu-Mizil, Lucas Dixon, Yiqing Hua, Dario Taraborelli, Nithum Thain.
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing. Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig.
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval. Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu.
Modeling and Prediction of Online Product Review Helpfulness: A Survey. Gerardo Ocampo Diaz, Vincent Ng.
Graph-to-Sequence Learning using Gated Graph Neural Networks. Daniel Beck, Gholamreza Haffari, Trevor Cohn.
Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. Bingfeng Luo, Yansong Feng, Zheng Wang, Songfang Huang, Rui Yan, Dongyan Zhao.
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection. Yu Hong, Wenxuan Zhou, jingli zhang, Guodong Zhou, Qiaoming Zhu.
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification. Raksha Sharma, Pushpak Bhattacharyya, Sandipan Dandapat, Himanshu Sharad Bhatt.
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds. Igor Labutov, Bishan Yang, Anusha Prakash, Amos Azaria.
Neural Sparse Topical Coding. Min Peng, Qianqian Xie, Yanchun Zhang, Hua Wang, Xiuzhen Zhang, Jimin Huang, Gang Tian.
A Purely End-to-End System for Multi-speaker Speech Recognition. Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R Hershey.
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. Benjamin Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain Marshall, Ani Nenkova, Byron Wallace.
Higher-order Relation Schema Induction using Tensor Factorization with Back-off and Aggregation. Madhav Nimishakavi, Manish Gupta, Partha Talukdar.
Stack-Pointer Networks for Dependency Parsing. Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard Hovy.
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings. Bernd Bohnet, Ryan McDonald, Gonçalo Simões, Daniel Andor, Emily Pitler, Joshua Maynez.
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game. Haichao Zhang, Haonan Yu, Wei Xu.
Target-Sensitive Memory Networks for Aspect Sentiment Classification. Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang.
Visual Attention Model for Name Tagging in Multimodal Social Media. Di Lu, Leonardo Neves, Vitor Carvalho, Ning Zhang, Heng Ji.
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation. Han Guo, Ramakanth Pasunuru, Mohit Bansal.
AMR Parsing as Graph Prediction with Latent Alignment. Chunchuan Lyu, Ivan Titov.
Classification of Moral Foundations in Microblog Political Discourse. Kristen Johnson, Dan Goldwasser.
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulić.
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis. Guy Rotman, Ivan Vulić, Roi Reichart.
Probabilistic FastText for Multi-Sense Word Embeddings. Ben Athiwaratkun, Andrew Wilson, Anima Anandkumar.
Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis. Shuhei Kurita, Daisuke Kawahara, Sadao Kurohashi.
Knowledge Diffusion for Neural Dialogue Generation. Shuman Liu, Hongshen Chen, Zhaochun Ren, Yang Feng, Qun Liu, Dawei Yin.
Joint Embedding of Words and Labels for Text Classification. Guoyin Wang, Chunyuan Li, Wenlin Wang, Yizhe Zhang, Dinghan Shen, Xinyuan Zhang, Ricardo Henao, Lawrence Carin.
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages. Jeremy Barnes, Roman Klinger, Sabine Schulte im Walde.
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance. Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, Yoshua Bengio.
Gaussian Mixture Latent Vector Grammars. Yanpeng Zhao, Liwen Zhang, Kewei Tu.
Dating Documents using Graph Convolution Networks. Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha Talukdar.
Unsupervised Neural Machine Translation with Weight Sharing. Zhen Yang, Wei Chen, Feng Wang, Bo Xu.
Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module. Juan Pavez, Hector Alllende, Hector Allende-Cid.
Explicit Retrofitting of Distributional Word Vectors. Goran Glavaš, Ivan Vulić.
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures. Prafulla Kumar Choubey, Ruihong Huang.
Weakly Supervised Semantic Parsing with Abstract Examples. Omer Goldman, Veronica Latcinnik, Ehud Nave, Amir Globerson, Jonathan Berant.
Generating Informative Responses with Controlled Sentence Function. Pei Ke, Jian Guan, Minlie Huang, xiaoyan zhu.
Retrieval of the Best Counterargument without Prior Topic Knowledge. Henning Wachsmuth, Shahbaz Syed, Benno Stein.
Triangular Architecture for Rare Language Translation. Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma.
Learning to Control the Specificity in Neural Response Generation. Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Jun Xu, Xueqi Cheng.
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings. Bei Shi, Zihao Fu, Lidong Bing, Wai Lam.
Domain Adaptation with Adversarial Training and Graph Embeddings. Firoj Alam, Shafiq Joty, Muhammad Imran.
Deep-speare: A joint neural model of poetic language, meter and rhyme. Jey Han Lau, Trevor Cohn, Timothy Baldwin, Julian Brooke, Adam Hammond.
A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text. Shashank Srivastava, Nebojsa Jojic.
hyperdoc2vec: Distributed Representations of Hypertext Documents. Jialong Han, Yan Song, Wayne Xin Zhao, Shuming Shi, Haisong Zhang.
A Multi-Axis Annotation Scheme for Event Temporal Relations. Qiang Ning, Hao Wu, Dan Roth.
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context. Urvashi Khandelwal, He He, Peng Qi, Dan Jurafsky.
Automatic Metric Validation for Grammatical Error Correction. Leshem Choshen, Omri Abend.
Discourse Representation Structure Parsing. Jiangming Liu, Shay B. Cohen, Mirella Lapata.
Short Papers
A Language Model based Evaluator for Sentence Compression. Yang Zhao, Zhiyuan Luo, Akiko Aizawa.
Extreme Adaptation for Personalized Neural Machine Translation. Paul Michel, Graham Neubig.
A Study of the Importance of External Knowledge in the Named Entity Recognition Task. Dominic Seyler, Tatiana Dembelova, Luciano Del Corro, Johannes Hoffart, Gerhard Weikum.
Paper Abstract Writing through Editing Mechanism. Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight.
A Co-Matching Model for Multi-choice Reading Comprehension. Shuohang Wang, Mo Yu, Jing Jiang, Shiyu Chang.
GNEG: Graph-Based Negative Sampling for word2vec. Zheng Zhang, Pierre Zweigenbaum.
Towards Robust and Privacy-preserving Text Representations. Yitong Li, Timothy Baldwin, Trevor Cohn.
Simplified Abugidas. Chenchen Ding, Masao Utiyama, Eiichiro Sumita.
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering. Rui Zhang, Cicero Nogueira dos Santos, Michihiro Yasunaga, Bing Xiang, Dragomir Radev.
Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation. Raphael Shu, Hideki Nakayama.
SNAG: Spoken Narratives and Gaze Dataset. Preethi Vaidyanathan, Emily T. Prud’hommeaux, Jeff B. Pelz, Cecilia O. Alm.
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?. Guillem Collell, Marie-Francine Moens.
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce. Minghui Qiu, Liu Yang, Feng Ji, Wei Zhou, Jun Huang, Haiqing Chen, Bruce Croft, Wei Lin.
Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers. Sandro Pezzelle, Shane Steinert-Threlkeld, Raffaella Bernardi, Jakub Szymanik.
Improved Evaluation Framework for Complex Plagiarism Detection. Anton Belyy, Marina Dubova, Dmitry Nekrasov.
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. Alexandre Salle, Aline Villavicencio.
Sense-Aware Neural Models for Pun Location in Texts. Yitao Cai, Yin Li, Xiaojun Wan.
Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention. Lin Zhao, Zhe Feng.
Identification of Alias Links among Participants in Narratives. Sangameshwar Patil, Sachin Pawar, Swapnil Hingmire, Girish Palshikar, Vasudeva Varma, Pushpak Bhattacharyya.
Bag-of-Words as Target for Neural Machine Translation. Shuming Ma, Xu SUN, Yizhong Wang, Junyang Lin.
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER. Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya.
Simpler but More Accurate Semantic Dependency Parsing. Timothy Dozat, Christopher D. Manning.
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources. Maria Glenski, Tim Weninger, Svitlana Volkova.
Improving Topic Quality by Promoting Named Entities in Topic Modeling. Katsiaryna Krasnashchok, Salim Jouili.
Extracting Commonsense Properties from Embeddings with Limited Human Guidance. Yiben Yang, Larry Birnbaum, Ji-Ping Wang, Doug Downey.
Learning Simplifications for Specific Target Audiences. Carolina Scarton, Lucia Specia.
Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations. Jianmo Ni, Julian McAuley.
Using pseudo-senses for improving the extraction of synonyms from word embeddings. Olivier Ferret.
Polyglot Semantic Role Labeling. Phoebe Mulcaire, Swabha Swayamdipta, Noah A. Smith.
Domain Adapted Word Embeddings for Improved Sentiment Classification. Prathusha K Sarma, Yingyu Liang, Bill Sethares.
Personalized Language Model for Query Auto-Completion. Aaron Jaech, Mari Ostendorf.
Predicting accuracy on large datasets from smaller pilot data. Mark Johnson, Peter Anderson, Mark Dras, Mark Steedman.
Linear-time Constituency Parsing with RNNs and Dynamic Programming. Juneki Hong, Liang Huang.
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling. Luheng He, Kenton Lee, Omer Levy, Luke Zettlemoyer.
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification. Zeyang Lei, Yujiu Yang, Min Yang, Yi Liu.
Parser Training with Heterogeneous Treebanks. Sara Stymne, Miryam de Lhoneux, Aaron Smith, Joakim Nivre.
Learning with Structured Representations for Negation Scope Extraction. Hao Li, Wei Lu.
Word Error Rate Estimation for Speech Recognition: e-WER. Ahmed Ali, Steve Renals.
Conditional Generators of Words Definitions. Artyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov.
Fully Statistical Neural Belief Tracking. Nikola Mrkšić, Ivan Vulić.
Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions. Dongyu Zhang, Hongfei Lin, Liang Yang, Shaowu Zhang, BO XU.
Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information. Masaki Asada, Makoto Miwa, Yutaka Sasaki.
Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction. Anastassia Kornilova, Daniel Argyle, Vladimir Eidelman.
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora. Stephen Roller, Douwe Kiela, Maximilian Nickel.
HotFlip: White-Box Adversarial Examples for Text Classification. Javid Ebrahimi, Anyi Rao, Daniel Lowd, Dejing Dou.
Deep RNNs Encode Soft Hierarchical Syntax. Terra Blevins, Omer Levy, Luke Zettlemoyer.
‘Lighter’ Can Still Be Dark: Modeling Comparative Color Descriptions. Olivia Winn, Smaranda Muresan.
Examining Temporality in Document Classification. Xiaolei Huang, Michael J. Paul.
Global Encoding for Abstractive Summarization. Junyang Lin, Xu SUN, Shuming Ma, Qi Su.
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction. Hu Xu, Bing Liu, Lei Shu, Philip S. Yu.
Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention. Yue Zhao, Xiaolong Jin, Yuanzhuo Wang, Xueqi Cheng.
Split and Rephrase: Better Evaluation and Stronger Baselines. Roee Aharoni, Yoav Goldberg.
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision. Prachi Jain, Pankaj Kumar, Mausam -, Soumen Chakrabarti.
Automatic Article Commenting: the Task and Dataset. Lianhui Qin, Lemao Liu, Wei Bi, Yan Wang, Xiaojiang Liu, Zhiting Hu, Hai Zhao, Shuming Shi.
Exploring Semantic Properties of Sentence Embeddings. Xunjie Zhu, Tingfeng Li, Gerard de Melo.
Modeling Sentiment Association in Discourse for Humor Recognition. Lizhen Liu, Donghai Zhang, Wei Song.
On the Practical Computational Power of Finite Precision RNNs for Language Recognition. Gail Weiss, Yoav Goldberg, Eran Yahav.
Automatic Estimation of Simultaneous Interpreter Performance. Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, Graham Neubig.
SciDTB: Discourse Dependency TreeBank for Scientific Abstracts. An Yang, Sujian Li.
Compositional Representation of Morphologically-Rich Input for Neural Machine Translation. Duygu Ataman, Marcello Federico.
Generalized chart constraints for efficient PCFG and TAG parsing. Stefan Grünewald, Sophie Henning, Alexander Koller.
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT. Danielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne.
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum. Omer Levy, Kenton Lee, Nicholas FitzGerald, Luke Zettlemoyer.
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation. Rui Wang, Masao Utiyama, Eiichiro Sumita.
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation. Poorya Zaremoodi, Wray Buntine, Gholamreza Haffari.
Cross-Target Stance Classification with Self-Attention Networks. Chang Xu, Cecile Paris, Surya Nepal, Ross Sparks.
Automated essay scoring with string kernels and word embeddings. Madalina Cozma, Andrei Butnaru, Radu Tudor Ionescu.
Named Entity Recognition With Parallel Recurrent Neural Networks. Andrej Zukov Gregoric, Yoram Bachrach, Sam Coope.
Pretraining Sentiment Classifiers with Unlabeled Dialog Data. Toru Shimizu, Nobuyuki Shimizu, Hayato Kobayashi.
Neural Hidden Markov Model for Machine Translation. Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney.
A Walk-based Model on Entity Graphs for Relation Extraction. Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou.
Analogical Reasoning on Chinese Morphological and Semantic Relations. Shen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, Xiaoyong Du.
A Rank-Based Similarity Metric for Word Embeddings. Enrico Santus, Hongmin Wang, Emmanuele Chersoni, Yue Zhang.
Continuous Learning in a Hierarchical Multiscale Neural Network. Thomas Wolf, Julien Chaumond, Clement Delangue.
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. Shuming Ma, Xu SUN, Junyang Lin, Houfeng WANG.
CNN for Text-Based Multiple Choice Question Answering. Akshay Chaturvedi, Onkar Pandit, Utpal Garain.
Exploiting Document Knowledge for Aspect-level Sentiment Classification. Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier.
Scoring Lexical Entailment with a Supervised Directional Similarity Network. Marek Rei, Daniela Gerz, Ivan Vulić.
Unsupervised Semantic Frame Induction using Triclustering. Dmitry Ustalov, Alexander Panchenko, Andrey Kutuzov, Chris Biemann, Simone Paolo Ponzetto.
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions. Wenpeng Yin, Dan Roth, Hinrich Schütze.
Narrative Modeling with Memory Chains and Semantic Supervision. Fei Liu, Trevor Cohn, Timothy Baldwin.
Unsupervised Learning of Style-sensitive Word Vectors. Reina Akama, Kento Watanabe, Sho Yokoi, Sosuke Kobayashi, Kentaro Inui.
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots. Yu Wu, wei wu, Zhoujun Li, Ming Zhou.
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing. Daniel Fried, Dan Klein.
Active learning for deep semantic parsing. Long Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, Mark Johnson.
Learning from Chunk-based Feedback in Neural Machine Translation. Pavel Petrushkov, Shahram Khadivi, Evgeny Matusov.
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing. Osman Ramadan, Paweł Budzianowski, Milica Gasic.
An Empirical Study of Building a Strong Baseline for Constituency Parsing. Jun Suzuki, Sho Takase, Hidetaka Kamigaito, Makoto Morishita, Masaaki Nagata.
Injecting Relational Structural Representation in Neural Networks for Question Similarity. Antonio Uva, Daniele Bonadiman, Alessandro Moschitti.
A Multi-task Approach to Learning Multilingual Representations. Karan Singla, Dogan Can, Shrikanth Narayanan.
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer. Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi.
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network. Pengcheng Yang, Xu SUN, Wei Li, Shuming Ma.
The Influence of Context on Sentence Acceptability Judgements. Jean-Philippe Bernardy, Shalom Lappin, Jey Han Lau.
Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking. Gourab Kundu, Avi Sil, Radu Florian, Wael Hamza.
Bleaching Text: Abstract Features for Cross-lingual Gender Prediction. Rob van der Goot, Nikola Ljubešić, Ian Matroos, Malvina Nissim, Barbara Plank.
diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora. Prabal Agarwal, Jannik Strötgen, Luciano Del Corro, Johannes Hoffart, Gerhard Weikum.
Dynamic and Static Topic Model for Analyzing Time-Series Document Collections. Rem Hida, Naoya Takeishi, Takehisa Yairi, Koichi Hori.
PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields. Weijing Huang.
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences. Max Glockner, Vered Shwartz, Yoav Goldberg.
Task-oriented Dialogue System for Automatic Diagnosis. Zhongyu Wei, Qianlong Liu, Baolin Peng, Huaixiao Tou, Ting Chen, Xuanjing Huang, Kam-Fai Wong, Xiangying Dai.
Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations. Milton King, Paul Cook.
A dataset for identifying actionable feedback in collaborative software development. Benjamin S Meyers, Nuthan Munaiah, Emily Prud’hommeaux, Andrew Meneely, Josephine Wolff, Cecilia Ovesdotter Alm, Pradeep Murukannaiah.
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining. Eyal Shnarch, Carlos Alzate, Lena Dankin, Martin Gleize, Yufang Hou, Leshem Choshen, Ranit Aharonov, Noam Slonim.
A Simple and Effective Approach to Coverage-Aware Neural Machine Translation. Yanyang Li, Tong Xiao, Yinqiao Li, Qiang Wang, Changming Xu, Jingbo Zhu.
Obligation and Prohibition Extraction Using Hierarchical RNNs. Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos.
Modeling discourse cohesion for discourse parsing via memory network. Yanyan Jia, Yuan Ye, Yansong Feng, Yuxuan Lai, Rui Yan, Dongyan Zhao.
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction. Van-Thuy Phi, Joan Santoso, Masashi Shimbo, Yuji Matsumoto.
Diachronic degradation of language models: Insights from social media. Kokil Jaidka, Niyati Chhaya, Lyle Ungar.
Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection. Hen-Hsen Huang, Chiao-Chen Chen, Hsin-Hsi Chen.
Orthographic Features for Bilingual Lexicon Induction. Parker Riley, Daniel Gildea.
A Document Descriptor using Covariance of Word Vectors. Marwan Torki.
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model. Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn.
Know What You Don’t Know: Unanswerable Questions for SQuAD. Pranav Rajpurkar, Robin Jia, Percy Liang.
Hybrid semi-Markov CRF for Neural Sequence Labeling. Zhixiu Ye, Zhen-Hua Ling.
Characterizing Departures from Linearity in Word Translation. Ndapa Nakashole, Raphael Flauger.
Tackling the Story Ending Biases in The Story Cloze Test. Rishi Sharma, James Allen, Omid Bakhshandeh, Nasrin Mostafazadeh.
Filtering and Mining Parallel Data in a Joint Multilingual Space. Holger Schwenk.
Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction. Onno Kampman, Elham J. Barezi, Dario Bertero, Pascale Fung.
Learning Cross-lingual Distributed Logical Representations for Semantic Parsing. Yanyan Zou, Wei Lu.
Sparse and Constrained Attention for Neural Machine Translation. Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins.
Learning Thematic Similarity Metric from Article Sections Using Triplet Networks. Liat Ein Dor, Yosi Mass, Alon Halfon, Elad Venezian, Ilya Shnayderman, Ranit Aharonov, Noam Slonim.
Neural Open Information Extraction. Lei Cui, Furu Wei, Ming Zhou.
A Named Entity Recognition Shootout for German. Martin Riedl, Sebastian Padó.
Addressing Noise in Multidialectal Word Embeddings. Alexander Erdmann, Nasser Zalmout, Nizar Habash.
Automatic Extraction of Commonsense LocatedNear Knowledge. Frank F. Xu, Bill Yuchen Lin, Kenny Zhu.
System Demonstration Papers
Jack the Reader – A Machine Reading Framework. Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rocktäschel, Matko Bosnjak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel.
CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation. Yilin Shen, Avik Ray, Abhishek Patel, Hongxia Jin.
DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data. Hang Yang, Yubo Chen, Kang Liu, Yang Xiao, Jun Zhao.
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines. Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti.
SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling. Matthias Hartung, Hendrik ter Horst, Frank Grimm, Tim Diekmann, Roman Klinger, Philipp Cimiano.
NovelPerspective: Identifying Point of View Characters. Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun.
HarriGT: A Tool for Linking News to Science. James Ravenscroft, Amanda Clare, Maria Liakata.
Praaline: An Open-Source System for Managing, Annotating, Visualising and Analysing Speech Corpora. George Christodoulides.
Translating a Language You Don’t Know In the Chinese Room. Ulf Hermjakob, Jonathan May, Michael Pust, Kevin Knight.
Platforms for Non-speakers Annotating Names in Any Language. Ying Lin, Cash Costello, Boliang Zhang, Di Lu, Heng Ji, James Mayfield, Paul McNamee.
NCRF++: An Open-source Neural Sequence Labeling Toolkit. Jie Yang, Yue Zhang.
Marian: Fast Neural Machine Translation in C++. Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch.
The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring. Ulrich Germann, Renars Liepins, Guntis Barzdins, Didzis Gosko, Sebastião Miranda, David Nogueira.
Out-of-the-box Universal Romanization Tool uroman. Ulf Hermjakob, Jonathan May, Kevin Knight.
ScoutBot: A Dialogue System for Collaborative Navigation. Stephanie M. Lukin, Felix Gervits, Cory Hayes, Pooja Moolchandani, Anton Leuski, John Rogers, Carlos Sanchez Amaro, Matthew Marge, Clare Voss, David Traum.
DeepPavlov: Open-Source Library for Dialogue Systems. Mikhail Burtsev, Alexander Seliverstov, Rafael Airapetyan, Mikhail Arkhipov, Dilyara Baymurzina, Nickolay Bushkov, Olga Gureenkova, Taras Khakhulin, Yuri Kuratov, Denis Kuznetsov, Alexey Litinsky, Varvara Logacheva, Alexey Lymar, Valentin Malykh, Maxim Petrov, Vadim Polulyakh, Leonid Pugachev, Alexey Sorokin, Maria Vikhreva, Marat Zaynutdinov.
TALEN: Tool for Annotation of Low-resource ENtities. Stephen Mayhew, Dan Roth.
A Web-scale system for scientific knowledge exploration. Zhihong Shen, Hao Ma, Kuansan Wang.
NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation. Jingguang Han, Utsab Barman, Jeremiah Hayes, Jinhua Du, Edward Burgin, Dadong Wan.
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. Albert Zeyer, Tamer Alkhouli, Hermann Ney.
NLP Web Services for Resource-Scarce Languages. Martin Puttkammer, Roald Eiselen, Justin Hocking, Frederik Koen.
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Jie Yang, Yue Zhang, Linwei Li, Xingxuan Li.
Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners. Jun Liu, Hiroyuki Shindo, Yuji Matsumoto.
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association. Yafang Huang, Zuchao Li, Zhuosheng Zhang, Hai Zhao.
Student Research Workshop Papers
Sampling Informative Training Data for RNN Language Models. Jared Fernandez, Doug Downey.
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information. Sonit Singh.
Recognizing Complex Entity Mentions: A Review and Future Directions. Xiang Dai.
BCSAT : A Benchmark Corpus for Sentiment Analysis in Telugu Using Word-level Annotations. Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi.
Automatic Question Generation using Relative Pronouns and Adverbs. Payal Khullar, Konigari Rachna, Mukul Hase, Manish Shrivastava.
Learning-based Composite Metrics for Improved Caption Evaluation. Naeha Sharif, Lyndon White, Mohammed Bennamoun, Syed Afaq Ali Shah.
Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning. Pravallika Etoori, Manoj Chinnakotla, Radhika Mamidi.
Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models. Satoru Katsumata, Yukio Matsumura, Hayahide Yamagishi, Mamoru Komachi.
SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags. Eva Vanmassenhove, Andy Way.
Automatic Detection of Cross-Disciplinary Knowledge Associations. Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu.
Biomedical Document Retrieval for Clinical Decision Support System. Jainisha Sankhavara.
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection. Pranav A.
Reinforced Extractive Summarization with Question-Focused Rewards. Kristjan Arumae, Fei Liu.
Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories. Lee Kezar.
Recursive Neural Network Based Preordering for English-to-Japanese Machine Translation. Yuki Kawara, Chenhui Chu, Yuki Arase.
Trick Me If You Can: Adversarial Writing of Trivia Challenge Questions. Eric Wallace, Jordan Boyd-Graber.
Towards Opinion Summarization of Customer Reviews. Samuel Pecar.
Exploring Chunk Based Templates for Generating a subset of English Text. Nikhilesh Bhatnagar, Manish Shrivastava, Radhika Mamidi.
German and French Neural Supertagging Experiments for LTAG Parsing. Tatiana Bladier, Andreas van Cranenburgh, Younes Samih, Laura Kallmeyer.
A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets. Ramit Sawhney, Prachi Manchanda, Raj Singh, Swati Aggarwal.
Unsupervised Semantic Abstractive Summarization. Shibhansh Dohare, Vivek Gupta, Harish Karnick.
Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets. Kushagra Singh, Indira Sen, Ponnurangam Kumaraguru.