Abstract is missing.
- Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity RecognitionZhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu. 1-15 [doi]
- Neural Fine-Grained Entity Type Classification with Hierarchy-Aware LossPeng Xu, Denilson Barbosa. 16-25 [doi]
- Joint Bootstrapping Machines for High Confidence Relation ExtractionPankaj Gupta, Benjamin Roth, Hinrich Schütze. 26-36 [doi]
- A Deep Generative Model of Vowel Formant TypologyRyan Cotterell, Jason Eisner. 37-46 [doi]
- Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource LanguagesKatharina Kann, Manuel Mager, Ivan Vladimir Meza Ruiz, Hinrich Schütze. 47-57 [doi]
- Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine TranslationPeyman Passban, Qun Liu, Andy Way. 58-68 [doi]
- Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic InformationTrang tran, Shubham Toshniwal, Mohit Bansal, Kevin Gimpel, Karen Livescu, Mari Ostendorf. 69-81 [doi]
- Tied Multitask Learning for Neural Speech TranslationAntonios Anastasopoulos, David Chiang 0001. 82-91 [doi]
- Please Clap: Modeling Applause in Campaign SpeechesJon Gillick, David Bamman. 92-102 [doi]
- Attentive Interaction Model: Modeling Changes in View in ArgumentationYohan Jo, Shivani Poddar, ByungSoo Jeon, Qinlan Shen, Carolyn Penstein Rosé, Graham Neubig. 103-116 [doi]
- Automatic Focus Annotation: Bringing Formal Pragmatics Alive in Analyzing the Information Structure of Authentic DataRamon Ziai, Detmar Meurers. 117-128 [doi]
- Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel R. Tetreault. 129-140 [doi]
- Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a ParagraphZeyu Dai, Ruihong Huang. 141-151 [doi]
- A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language GenerationJuraj Juraska, Panagiotis Karagiannis, Kevin Bowden, Marilyn A. Walker. 152-162 [doi]
- A Melody-Conditioned Lyrics Language ModelKento Watanabe, Yuichiroh Matsubayashi, Satoru Fukayama, Masataka Goto, Kentaro Inui, Tomoyasu Nakano. 163-172 [doi]
- Discourse-Aware Neural Rewards for Coherent Text GenerationAntoine Bosselut, Asli Çelikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi. 173-184 [doi]
- Natural Answer Generation with Heterogeneous MemoryYao Fu, Yansong Feng. 185-195 [doi]
- Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase GenerationShuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren. 196-206 [doi]
- Simplification Using Paraphrases and Context-Based Lexical SubstitutionReno Kriz, Eleni Miltsakaki, Marianna Apidianaki, Chris Callison-Burch. 207-217 [doi]
- Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity TypesHady ElSahar, Christophe Gravier, Frédérique Laforest. 218-228 [doi]
- Automated Essay Scoring in the Presence of Biased RatingsEvelin Amorim, Márcia Cançado, Adriano Veloso. 229-237 [doi]
- Content-Based Citation RecommendationChandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar. 238-251 [doi]
- Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, Shyam Upadhyay, Dan Roth. 252-262 [doi]
- Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted InputYoumna Farag, Helen Yannakoudakis, Ted Briscoe. 263-271 [doi]
- QuickEdit: Editing Text & Translations by Crossing Words OutDavid Grangier, Michael Auli. 272-282 [doi]
- Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task ExtractionProcheta Sen, Debasis Ganguly, Gareth J. F. Jones. 283-292 [doi]
- Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to TokensMarek Rei, Anders Søgaard. 293-302 [doi]
- Variable Typing: Assigning Meaning to Variables in Mathematical TextYiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel. 303-312 [doi]
- Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language ProcessingK. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati. 313-322 [doi]
- Comparing Constraints for Taxonomic OrganizationAnne Cocos, Marianna Apidianaki, Chris Callison-Burch. 323-333 [doi]
- Improving Lexical Choice in Neural Machine TranslationToan Q. Nguyen, David Chiang 0001. 334-343 [doi]
- Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li. 344-354 [doi]
- Classical Structured Prediction Losses for Sequence to Sequence LearningSergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc'Aurelio Ranzato. 355-364 [doi]
- Deep Dirichlet Multinomial RegressionAdrian Benton, Mark Dredze. 365-374 [doi]
- Microblog Conversation Recommendation via Joint Modeling of Topics and DiscourseXingshan Zeng, Jing Li, Lu Wang, Nicholas Beauchamp, Sarah Shugars, Kam-Fai Wong. 375-385 [doi]
- Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web ArgumentationIvan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein. 386-396 [doi]
- Scene Graph Parsing as Dependency ParsingYu-Siang Wang, Chenxi Liu, Xiaohui Zeng, Alan L. Yuille. 397-407 [doi]
- Learning Visually Grounded Sentence RepresentationsDouwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel. 408-418 [doi]
- Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from VisionSandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi. 419-430 [doi]
- Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering DatasetsWei-Lun Chao, Hexiang Hu, Fei Sha. 431-441 [doi]
- Abstract Meaning Representation for Paraphrase DetectionFuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang. 442-452 [doi]
- attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization MachinesFabio Petroni, Vassilis Plachouras, Timothy Nugent, Jochen L. Leidner. 453-462 [doi]
- Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation?Abhik Jana, Pawan Goyal. 463-473 [doi]
- Deep Neural Models of Semantic ShiftAlex Rosenfeld, Katrin Erk. 474-484 [doi]
- Distributional Inclusion Vector Embedding for Unsupervised Hypernymy DetectionHaw-Shiuan Chang, Ziyun Wang, Luke Vilnis, Andrew McCallum. 485-495 [doi]
- Mining Possessions: Existence, Type and Temporal AnchorsDhivya Chinnappa, Eduardo Blanco 0002. 496-505 [doi]
- Neural Tensor Networks with Diagonal Slice MatricesTakahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe, Masashi Shimbo, Masaaki Nagata. 506-515 [doi]
- Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical ResourcesIvan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen. 516-527 [doi]
- Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi. 528-540 [doi]
- Learning Domain Representation for Multi-Domain Sentiment ClassificationQi Liu, Yue Zhang, Jiangming Liu. 541-550 [doi]
- Learning Sentence Representations over Tree Structures for Target-Dependent ClassificationJunwen Duan, Xiao Ding, Ting Liu. 551-560 [doi]
- Relevant Emotion Ranking from Text Constrained with Emotion RelationshipsDeyu Zhou, Yang Yang, Yulan He. 561-571 [doi]
- Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-LingualityMd. Shad Akhtar, Palaash Sawant, Sukanta Sen, Asif Ekbal, Pushpak Bhattacharyya. 572-582 [doi]
- SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role LabelingAna Marasovic, Anette Frank. 583-594 [doi]
- Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation TaskMarcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield. 595-606 [doi]
- Robust Cross-Lingual Hypernymy Detection Using Dependency ContextShyam Upadhyay, Yogarshi Vyas, Marine Carpuat, Dan Roth. 607-618 [doi]
- Noising and Denoising Natural Language: Diverse Backtranslation for Grammar CorrectionZiang Xie, Guillaume Genthial, Stanley Xie, Andrew Y. Ng, Dan Jurafsky. 619-628 [doi]
- Self-Training for Jointly Learning to Ask and Answer QuestionsMrinmaya Sachan, Eric P. Xing. 629-640 [doi]
- The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant. 641-651 [doi]
- A Meaning-Based Statistical English Math Word Problem SolverChao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin 0001, Keh-Yih Su. 652-662 [doi]
- Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic CorrelatesSabyasachi Kamila, Mohammed Hasanuzzaman, Asif Ekbal, Pushpak Bhattacharyya, Andy Way. 663-674 [doi]
- Querying Word Embeddings for Similarity and RelatednessFatemeh Torabi Asr, Robert Zinkov, Michael Jones. 675-684 [doi]
- Semantic Structural Evaluation for Text SimplificationElior Sulem, Omri Abend, Ari Rappoport. 685-696 [doi]
- Entity Commonsense Representation for Neural Abstractive SummarizationReinald Kim Amplayo, Seonjae Lim, Seung-won Hwang. 697-707 [doi]
- Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi. 708-719 [doi]
- Polyglot Semantic Parsing in APIsKyle Richardson, Jonathan Berant, Jonas Kuhn. 720-730 [doi]
- Neural Models of FactualityRachel Rudinger, Aaron Steven White, Benjamin Van Durme. 731-744 [doi]
- Accurate Text-Enhanced Knowledge Graph Representation LearningBo An, Bo Chen, Xianpei Han, Le Sun. 745-755 [doi]
- Acquisition of Phrase Correspondences Using Natural Deduction ProofsHitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez, Daisuke Bekki. 756-766 [doi]
- Automatic Stance Detection Using End-to-End Memory NetworksMitra Mohtarami, Ramy Baly, James R. Glass, Preslav Nakov, Lluís Màrquez, Alessandro Moschitti. 767-776 [doi]
- Collective Entity Disambiguation with Structured Gradient Tree BoostingYi Yang, Ozan Irsoy, Kazi Shefaet Rahman. 777-786 [doi]
- DeepAlignment: Unsupervised Ontology Matching with Refined Word VectorsProdromos Kolyvakis, Alexandros Kalousis, Dimitris Kiritsis. 787-798 [doi]
- Efficient Sequence Learning with Group Recurrent NetworksFei Gao, Lijun Wu, Li Zhao, Tao Qin, Xueqi Cheng, Tie-Yan Liu. 799-808 [doi]
- FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal. 809-819 [doi]
- Global Relation Embedding for Relation ExtractionYu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan. 820-830 [doi]
- Implicit Argument Prediction with Event KnowledgePengxiang Cheng, Katrin Erk. 831-840 [doi]
- Improving Temporal Relation Extraction with a Globally Acquired Statistical ResourceQiang Ning, Hao Wu, Haoruo Peng, Dan Roth. 841-851 [doi]
- Multimodal Named Entity Recognition for Short Social Media PostsSeungwhan Moon, Leonardo Neves, Vitor Carvalho. 852-860 [doi]
- Nested Named Entity Recognition RevisitedArzoo Katiyar, Claire Cardie. 861-871 [doi]
- Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation ExtractionPatrick Verga, Emma Strubell, Andrew McCallum. 872-884 [doi]
- Supervised Open Information ExtractionGabriel Stanovsky, Julian Michael, Luke Zettlemoyer, Ido Dagan. 885-895 [doi]
- Embedding Syntax and Semantics of Prepositions via Tensor DecompositionHongyu Gong, Suma Bhat, Pramod Viswanath. 896-906 [doi]
- From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language EmbeddingsJohannes Bjerva, Isabelle Augenstein. 907-916 [doi]
- Monte Carlo Syntax Marginals for Exploring and Using Dependency ParsesKatherine A. Keith, Su Lin Blodgett, Brendan T. O'Connor. 917-928 [doi]
- Neural Particle Smoothing for Sampling from Conditional Sequence ModelsChu-Cheng Lin, Jason Eisner. 929-941 [doi]
- Neural Syntactic Generative Models with Exact MarginalizationJan Buys, Phil Blunsom. 942-952 [doi]
- Noise-Robust Morphological Disambiguation for Dialectal ArabicNasser Zalmout, Alexander Erdmann, Nizar Habash. 953-964 [doi]
- Parsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che, Bing Qin, Nathan Schneider, Noah A. Smith. 965-975 [doi]
- Robust Multilingual Part-of-Speech Tagging via Adversarial TrainingMichihiro Yasunaga, Jungo Kasai, Dragomir R. Radev. 976-986 [doi]
- Universal Dependency Parsing for Hindi-English Code-SwitchingIrshad Ahmad Bhat, Riyaz Ahmad Bhat, Manish Shrivastava, Dipti Misra Sharma. 987-998 [doi]
- What's Going On in Neural Constituency Parsers? An AnalysisDavid Gaddy, Mitchell Stern, Dan Klein. 999-1010 [doi]
- Deep Generative Model for Joint Alignment and Word RepresentationMiguel Rios, Wilker Aziz, Khalil Sima'an. 1011-1023 [doi]
- Learning Word Embeddings for Low-Resource Languages by PU LearningChao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang. 1024-1034 [doi]
- Exploring the Role of Prior Beliefs for Argument PersuasionEsin Durmus, Claire Cardie. 1035-1045 [doi]
- Inducing a Lexicon of Abusive Words - a Feature-Based ApproachMichael Wiegand, Josef Ruppenhofer, Anna Schmidt, Clayton Greenberg. 1046-1056 [doi]
- Author Commitment and Social Power: Automatic Belief Tagging to Infer the Social Context of InteractionsVinodkumar Prabhakaran, Premkumar Ganeshkumar, Owen Rambow. 1057-1068 [doi]
- Comparing Automatic and Human Evaluation of Local Explanations for Text ClassificationDong Nguyen. 1069-1078 [doi]
- Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over TimePankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy. 1079-1089 [doi]
- Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model EvaluationShudong Hao, Jordan L. Boyd-Graber, Michael J. Paul. 1090-1100 [doi]
- Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein. 1101-1111 [doi]
- A Broad-Coverage Challenge Corpus for Sentence Understanding through InferenceAdina Williams, Nikita Nangia, Samuel R. Bowman. 1112-1122 [doi]
- Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic RelationsKoki Washio, Tsuneaki Kato. 1123-1133 [doi]
- Specialising Word Vectors for Lexical EntailmentIvan Vulic, Nikola Mrksic. 1134-1145 [doi]
- Cross-Lingual Abstract Meaning Representation ParsingMarco Damonte, Shay B. Cohen. 1146-1155 [doi]
- Sentences with Gapping: Parsing and Reconstructing Elided PredicatesSebastian Schuster, Joakim Nivre, Christopher D. Manning. 1156-1168 [doi]
- A Structured Syntax-Semantics Interface for English-AMR AlignmentIda Szubert, Adam Lopez, Nathan Schneider. 1169-1180 [doi]
- End-to-End Graph-Based TAG Parsing with Neural NetworksJungo Kasai, Robert Frank, Pauli Xu, William Merrill, Owen Rambow. 1181-1194 [doi]
- Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni. 1195-1205 [doi]
- Diverse Few-Shot Text Classification with Multiple MetricsMo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang, Bowen Zhou. 1206-1215 [doi]
- Early Text Classification Using Multi-Resolution Concept RepresentationsAdrián Pastor López-Monroy, Fabio A. González, Manuel Montes-y-Gómez, Hugo Jair Escalante, Thamar Solorio. 1216-1225 [doi]
- Multinomial Adversarial Networks for Multi-Domain Text ClassificationXilun Chen, Claire Cardie. 1226-1240 [doi]
- Pivot Based Language Modeling for Improved Neural Domain AdaptationYftah Ziser, Roi Reichart. 1241-1251 [doi]
- Reinforced Co-TrainingJiawei Wu, Lei Li, William Yang Wang. 1252-1262 [doi]
- Tensor Product Generation Networks for Deep NLP ModelingQiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu. 1263-1273 [doi]
- The Context-Dependent Additive Recurrent Neural NetQuan Hung Tran, Tuan Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui. 1274-1283 [doi]
- Combining Character and Word Information in Neural Machine Translation Using a Multi-Level AttentionHuadong Chen, Shujian Huang, David Chiang 0001, Xinyu Dai, Jiajun Chen. 1284-1293 [doi]
- Dense Information Flow for Neural Machine TranslationYanyao Shen, Xu Tan, Di He, Tao Qin, Tie-Yan Liu. 1294-1303 [doi]
- Evaluating Discourse Phenomena in Neural Machine TranslationRachel Bawden, Rico Sennrich, Alexandra Birch, Barry Haddow. 1304-1313 [doi]
- Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar. 1314-1324 [doi]
- Guiding Neural Machine Translation with Retrieved Translation PiecesJingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura. 1325-1335 [doi]
- Handling Homographs in Neural Machine TranslationFrederick Liu, Han Lu, Graham Neubig. 1336-1345 [doi]
- Improving Neural Machine Translation with Conditional Sequence Generative Adversarial NetsZhen Yang, Wei Chen, Feng Wang, Bo Xu. 1346-1355 [doi]
- Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning ApproachPoorya ZareMoodi, Gholamreza Haffari. 1356-1365 [doi]
- Self-Attentive Residual Decoder for Neural Machine TranslationLesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis. 1366-1379 [doi]
- Target Foresight Based Attention for Neural Machine TranslationXintong Li, Lemao Liu, Zhaopeng Tu, Shuming Shi, Max Meng. 1380-1390 [doi]
- Context Sensitive Neural Lemmatization with LematusToms Bergmanis, Sharon Goldwater. 1391-1400 [doi]
- Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social MediaGustavo Aguilar, Adrián Pastor López-Monroy, Fabio Augusto González Osorio, Thamar Solorio. 1401-1412 [doi]
- Reusing Weights in Subword-Aware Neural Language ModelsZhenisbek Assylbekov, Rustem Takhanov. 1413-1423 [doi]
- Simple Models for Word Formation in SlangVivek Kulkarni, William Yang Wang. 1424-1434 [doi]
- Using Morphological Knowledge in Open-Vocabulary Neural Language ModelsAustin Matthews, Graham Neubig, Chris Dyer. 1435-1445 [doi]
- A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou. 1446-1459 [doi]
- DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language InferenceReza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri. 1460-1469 [doi]
- KBGAN: Adversarial Learning for Knowledge Graph EmbeddingsLiwei Cai, William Yang Wang. 1470-1480 [doi]
- Multimodal Frame Identification with Multilingual EvaluationTeresa Botschen, Iryna Gurevych, Jan-Christoph Klie, Hatem Mousselly Sergieh, Stefan Roth 0001. 1481-1491 [doi]
- Learning Joint Semantic Parsers from Disjoint DataHao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith. 1492-1502 [doi]
- Identifying Semantic Divergences in Parallel Text without AnnotationsYogarshi Vyas, Xing Niu, Marine Carpuat. 1503-1515 [doi]
- Bootstrapping Generators from Noisy DataLaura Perez-Beltrachini, Mirella Lapata. 1516-1527 [doi]
- SHAPED: Shared-Private Encoder-Decoder for Text Style AdaptationYe Zhang, Nan Ding, Radu Soricut. 1528-1538 [doi]
- Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated OrthogonalizationPreksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra. 1539-1550 [doi]
- CliCR: a Dataset of Clinical Case Reports for Machine Reading ComprehensionSimon Suster, Walter Daelemans. 1551-1563 [doi]
- Learning to Collaborate for Question Answering and AskingDuyu Tang, Nan Duan, Zhao Yan, Zhirui Zhang, Yibo Sun, Shujie Liu 0001, Yuanhua Lv, Ming Zhou 0001. 1564-1574 [doi]
- Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic ClusteringSeunghyun Yoon 0002, Joongbo Shin, Kyomin Jung. 1575-1584 [doi]
- Supervised and Unsupervised Transfer Learning for Question AnsweringYu-An Chung, Hung-yi Lee, James R. Glass. 1585-1594 [doi]
- Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph ComprehensionBhavana Dalvi, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark. 1595-1604 [doi]
- Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware RecommendationMingmin Jin, Xin Luo, Huiling Zhu, Hankz Hankui Zhuo. 1605-1614 [doi]
- Deconfounded Lexicon Induction for Interpretable Social ScienceReid Pryzant, Kelly Shen, Dan Jurafsky, Stefan Wagner 0015. 1615-1625 [doi]
- Detecting Denial-of-Service Attacks from Social Media Text: Applying NLP to Computer SecurityNathanael Chambers, Ben Fry, James McMasters. 1626-1635 [doi]
- The Importance of Calibration for Estimating Proportions from AnnotationsDallas Card, Noah A. Smith. 1636-1646 [doi]
- A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsDongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard H. Hovy, Roy Schwartz. 1647-1661 [doi]
- Deep Communicating Agents for Abstractive SummarizationAsli Çelikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi. 1662-1675 [doi]
- Encoding Conversation Context for Neural Keyphrase Extraction from Microblog PostsYingyi Zhang, Jing Li, Yan Song, Chengzhi Zhang. 1676-1686 [doi]
- Estimating Summary Quality with Pairwise PreferencesMarkus Zopf. 1687-1696 [doi]
- Generating Topic-Oriented Summaries Using Neural AttentionKundan Krishna, Balaji Vasan Srinivasan. 1697-1705 [doi]
- Generative Bridging Network for Neural Sequence PredictionWenhu Chen, Guanlin Li, Shuo Ren, Shujie Liu 0001, Zhirui Zhang, Mu Li, Ming Zhou 0001. 1706-1715 [doi]
- Higher-Order Syntactic Attention Network for Longer Sentence CompressionHidetaka Kamigaito, Katsuhiko Hayashi, Tsutomu Hirao, Masaaki Nagata. 1716-1726 [doi]
- Neural Storyline Extraction Model for Storyline Generation from News ArticlesDeyu Zhou, Linsen Guo, Yulan He. 1727-1736 [doi]
- Provable Fast Greedy Compressive Summarization with Any Monotone Submodular FunctionShinsaku Sakaue, Tsutomu Hirao, Masaaki Nishino, Masaaki Nagata. 1737-1746 [doi]
- Ranking Sentences for Extractive Summarization with Reinforcement LearningShashi Narayan, Shay B. Cohen, Mirella Lapata. 1747-1759 [doi]
- Relational Summarization for Corpus AnalysisAbram Handler, Brendan T. O'Connor. 1760-1769 [doi]
- What's This Movie About? A Joint Neural Network Architecture for Movie Content AnalysisPhilip John Gorinski, Mirella Lapata. 1770-1781 [doi]
- Which Scores to Predict in Sentence Regression for Text Summarization?Markus Zopf, Eneldo Loza Mencía, Johannes Fürnkranz. 1782-1791 [doi]
- A Hierarchical Latent Structure for Variational Conversation ModelingYookoon Park, Jaemin Cho, Gunhee Kim. 1792-1801 [doi]
- Detecting Egregious Conversations between Customers and Virtual AgentsTommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John Richards, David Piorkowski. 1802-1811 [doi]
- Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity RankingJyun-Yu Jiang, Francine Chen, Yan-Ying Chen, Wei Wang. 1812-1822 [doi]
- Variational Knowledge Graph ReasoningWenhu Chen, Wenhan Xiong, Xifeng Yan, William Yang Wang. 1823-1832 [doi]
- Inducing Temporal Relations from Time Anchor AnnotationFei Cheng, Yusuke Miyao. 1833-1843 [doi]
- ELDEN: Improved Entity Linking Using Densified Knowledge GraphsPriya Radhakrishnan, Partha Talukdar, Vasudeva Varma. 1844-1853 [doi]
- Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact DescriptionsHai Ye, Xin Jiang, Zhunchen Luo, WenHan Chao. 1854-1864 [doi]
- Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style TransferJuncen Li, Robin Jia, He He, Percy Liang. 1865-1874 [doi]
- Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, Luke Zettlemoyer. 1875-1885 [doi]
- Sentiment Analysis: It's Complicated!Kian Kenyon-Dean, Eisha Ahmed, Scott Fujimoto, Jeremy Georges-Filteau, Christopher Glasz, Barleen Kaur, Auguste Lalande, Shruti Bhanderi, Robert Belfer, Nirmal Kanagasabai, Roman Sarrazingendron, Rohit Verma, Derek Ruths. 1886-1895 [doi]
- Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label SpacesIsabelle Augenstein, Sebastian Ruder, Anders Søgaard. 1896-1906 [doi]
- Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning ProblemSven Buechel, Udo Hahn. 1907-1918 [doi]
- Human Needs Categorization of Affective Events Using Labeled and Unlabeled DataHaibo Ding, Ellen Riloff. 1919-1929 [doi]
- The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsIvan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein. 1930-1940 [doi]
- Linguistic Cues to Deception and Perceived Deception in Interview DialoguesSarah Ita Levitan, Angel Maredia, Julia Hirschberg. 1941-1950 [doi]
- Unified Pragmatic Models for Generating and Following InstructionsDaniel Fried, Jacob Andreas, Dan Klein. 1951-1963 [doi]
- Hierarchical Structured Model for Fine-to-Coarse Manifesto Text AnalysisShivashankar Subramanian, Trevor Cohn, Timothy Baldwin. 1964-1974 [doi]
- Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on RobustnessIván Sánchez, Jeff Mitchell, Sebastian Riedel 0001. 1975-1985 [doi]
- Assessing Language Proficiency from Eye Movements in ReadingYevgeni Berzak, Boris Katz, Roger Levy. 1986-1996 [doi]
- Comparing Theories of Speaker Choice Using a Model of Classifier Production in Mandarin ChineseMeilin Zhan, Roger P. Levy. 1997-2005 [doi]
- Spotting Spurious Data with Neural NetworksHadi Amiri, Timothy A. Miller, Guergana Savova. 2006-2016 [doi]
- The Timing of Lexical Memory Retrievals in Language ProductionJeremy R. Cole, David Reitter. 2017-2027 [doi]
- Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and WritingMaria Barrett, Ana Valeria González-Garduño, Lea Frermann, Anders Søgaard. 2028-2038 [doi]
- Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty DialogKaixin Ma, Tomasz Jurczyk, Jinho D. Choi. 2039-2048 [doi]
- Dialog Generation Using Multi-Turn Reasoning Neural NetworksXianchao Wu, Ander Martinez, Momo Klyen. 2049-2059 [doi]
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- EMR Coding with Semi-Parametric Multi-Head Matching NetworksAnthony Rios, Ramakanth Kavuluru. 2081-2091 [doi]
- Factors Influencing the Surprising Instability of Word EmbeddingsLaura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea. 2092-2102 [doi]
- Mining Evidences for Concept Stock RecommendationQi Liu, Yue Zhang. 2103-2112 [doi]
- Binarized LSTM Language ModelXuan Liu, Di Cao, Kai Yu. 2113-2121 [doi]
- Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann. 2122-2132 [doi]
- How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in DialoguesShang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen. 2133-2142 [doi]
- Towards Understanding Text Factors in Oral ReadingAnastassia Loukina, Van Rynald T. Liceralde, Beata Beigman Klebanov. 2143-2154 [doi]
- Generating Bilingual Pragmatic Color ReferencesWill Monroe, Jennifer Hu, Andrew Jong, Christopher Potts. 2155-2165 [doi]
- Learning with Latent LanguageJacob Andreas, Dan Klein, Sergey Levine. 2166-2179 [doi]
- Object Counts! Bringing Explicit Detections Back into Image CaptioningJosiah Wang, Pranava Swaroop Madhyastha, Lucia Specia. 2180-2193 [doi]
- Quantifying the Visual Concreteness of Words and Topics in Multimodal DatasetsJack Hessel, David M. Mimno, Lillian Lee. 2194-2205 [doi]
- Speaker Naming in MoviesMahmoud Azab, Mingzhe Wang, Max Smith, Noriyuki Kojima, Jia Deng, Rada Mihalcea. 2206-2216 [doi]
- Stacking with Auxiliary Features for Visual Question AnsweringNazneen Fatema Rajani, Raymond J. Mooney. 2217-2226 [doi]
- Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner 0001, Christopher Clark, Kenton Lee, Luke Zettlemoyer. 2227-2237 [doi]
- Learning to Map Context-Dependent Sentences to Executable Formal QueriesAlane Suhr, Srinivasan Iyer, Yoav Artzi. 2238-2249 [doi]
- Neural Text Generation in Stories Using Entity Representations as ContextElizabeth Clark, Yangfeng Ji, Noah A. Smith. 2250-2260 [doi]
- Recurrent Neural Networks as Weighted Language RecognizersYining Chen, Sorcha Gilroy, Andreas Maletti, Jonathan May, Kevin Knight. 2261-2271 [doi]