Abstract is missing.
- Investigating Language Universal and Specific Properties in Word EmbeddingsPeng Qian, Xipeng Qiu, Xuanjing Huang. [doi]
- Jointly Event Extraction and Visualization on Twitter via Probabilistic ModellingDeyu Zhou, Tianmeng Gao, Yulan He. [doi]
- Off-topic Response Detection for Spontaneous Spoken English AssessmentAndrey Malinin, Rogier C. van Dalen, Kate Knill, Yu Wang, Mark J. F. Gales. [doi]
- Synthesizing Compound Words for Machine TranslationAustin Matthews, Eva Schlinger, Alon Lavie, Chris Dyer. [doi]
- Universal Dependencies for Learner EnglishYevgeni Berzak, Jessica Kenney, Carolyn Spadine, Jing Xian Wang, Lucia Lam, Keiko Sophie Mori, Sebastian Garza, Boris Katz. [doi]
- Neural Machine Translation of Rare Words with Subword UnitsRico Sennrich, Barry Haddow, Alexandra Birch. [doi]
- Sequence-based Structured Prediction for Semantic ParsingChunyang Xiao, Marc Dymetman, Claire Gardent. [doi]
- Graph-Based Translation Via Graph SegmentationLiangyou Li, Andy Way, Qun Liu. [doi]
- MUTT: Metric Unit TesTing for Language Generation TasksWilliam Boag, Renan Campos, Kate Saenko, Anna Rumshisky. [doi]
- User Modeling in Language Learning with Macaronic TextsAdithya Renduchintala, Rebecca Knowles, Philipp Koehn, Jason Eisner. [doi]
- A Search-Based Dynamic Reranking Model for Dependency ParsingHao Zhou, Yue Zhang, Shujian Huang, Junsheng Zhou, Xinyu Dai, Jiajun Chen. [doi]
- Discovery of Treatments from Text CorporaChristian Fong, Justin Grimmer. [doi]
- Target-Side Context for Discriminative Models in Statistical Machine TranslationAles Tamchyna, Alexander M. Fraser, Ondrej Bojar, Marcin Junczys-Dowmunt. [doi]
- Addressing Limited Data for Textual Entailment Across DomainsChaitanya P. Shivade, Preethi Raghavan, Siddharth Patwardhan. [doi]
- Effects of Creativity and Cluster Tightness on Short Text Clustering PerformanceCatherine Finegan-Dollak, Reed Coke, Rui Zhang, Xiangyi Ye, Dragomir R. Radev. [doi]
- Investigating LSTMs for Joint Extraction of Opinion Entities and RelationsArzoo Katiyar, Claire Cardie. [doi]
- Deep Fusion LSTMs for Text Semantic MatchingPengfei Liu, Xipeng Qiu, Jifan Chen, Xuanjing Huang. [doi]
- Automatic Labeling of Topic Models Using Text SummariesXiaojun Wan, Tianming Wang. [doi]
- Two Discourse Driven Language Models for SemanticsHaoruo Peng, Dan Roth. [doi]
- Composing Distributed Representations of Relational PatternsSho Takase, Naoaki Okazaki, Kentaro Inui. [doi]
- Modeling Concept Dependencies in a Scientific CorpusJonathan Gordon, Linhong Zhu, Aram Galstyan, Prem Natarajan, Gully Burns. [doi]
- Identifying Causal Relations Using Parallel Wikipedia ArticlesChristopher Hidey, Kathy McKeown. [doi]
- Extracting token-level signals of syntactic processing from fMRI - with an application to PoS inductionJoachim Bingel, Maria Barrett, Anders Søgaard. [doi]
- Discriminative Deep Random Walk for Network ClassificationJuzheng Li, Jun Zhu, Bo Zhang. [doi]
- The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, Frederick Liu, Sushain Cherivirala, Pedro Giovanni Leon, Mads Schaarup Andersen, Sebastian Zimmeck, Kanthashree Mysore Sathyendra, N. Cameron Russell, Thomas B. Norton, Eduard H. Hovy, Joel R. Reidenberg, Norman M. Sadeh. [doi]
- Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel RegressionE. Dario Gutiérrez, Roger Levy, Benjamin Bergen. [doi]
- Connotation Frames: A Data-Driven InvestigationHannah Rashkin, Sameer Singh 0001, Yejin Choi. [doi]
- Deep Reinforcement Learning with a Natural Language Action SpaceJi He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf. [doi]
- Leveraging FrameNet to Improve Automatic Event DetectionShulin Liu, Yubo Chen, Shizhu He, Kang Liu, Jun Zhao 0001. [doi]
- Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware MetricNafise Sadat Moosavi, Michael Strube 0001. [doi]
- Graph-based Dependency Parsing with Bidirectional LSTMWenhui Wang, Baobao Chang. [doi]
- Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsingJames Goodman, Andreas Vlachos, Jason Naradowsky. [doi]
- A short proof that O_2 is an MCFLMark-Jan Nederhof. [doi]
- Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and UtilizationLucie Flekova, Iryna Gurevych. [doi]
- Finding the Middle Ground - A Model for Planning Satisficing AnswersSabine Janzen, Wolfgang Maass, Tobias Kowatsch. [doi]
- Sentiment Domain Adaptation with Multiple SourcesFangzhao Wu, Yongfeng Huang. [doi]
- On the Role of Seed Lexicons in Learning Bilingual Word EmbeddingsIvan Vulic, Anna Korhonen. [doi]
- Towards Constructing Sports News from Live Text CommentaryJianmin Zhang, Jin-ge Yao, Xiaojun Wan. [doi]
- Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured ModelsShafiq R. Joty, Enamul Hoque. [doi]
- Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych. [doi]
- Larger-Context Language Modelling with Recurrent Neural NetworkTian Wang, KyungHyun Cho. [doi]
- Grapheme-to-Phoneme Models for (Almost) Any LanguageAliya Deri, Kevin Knight. [doi]
- LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution LearningAndrew Bennett, Timothy Baldwin, Jey Han Lau, Diana McCarthy, Francis Bond. [doi]
- Detecting Common Discussion Topics Across Culture From News Reader CommentsBei Shi, Wai Lam, Lidong Bing, Yinqing Xu. [doi]
- Embeddings for Word Sense Disambiguation: An Evaluation StudyIgnacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli. [doi]
- A Trainable Spaced Repetition Model for Language LearningBurr Settles, Brendan Meeder. [doi]
- Summarizing Source Code using a Neural Attention ModelSrinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer. [doi]
- A CALL System for Learning Preposition UsageJohn Lee, Donald Sturgeon, Mengqi Luo. [doi]
- Bidirectional Recurrent Convolutional Neural Network for Relation ClassificationRui Cai, Xiaodong Zhang, Houfeng Wang. [doi]
- Topic Extraction from Microblog Posts Using Conversation StructuresJing Li, Ming Liao, Wei Gao, Yulan He, Kam-Fai Wong. [doi]
- Resolving References to Objects in Photographs using the Words-As-Classifiers ModelDavid Schlangen, Sina Zarrieß, Casey Kennington. [doi]
- A Multi-media Approach to Cross-lingual Entity Knowledge TransferDi Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight. [doi]
- A Character-level Decoder without Explicit Segmentation for Neural Machine TranslationJunyoung Chung, KyungHyun Cho, Yoshua Bengio. [doi]
- Transition-Based Left-Corner Parsing for Identifying PTB-Style Nonlocal DependenciesYoshihide Kato, Shigeki Matsubara. [doi]
- Tree-to-Sequence Attentional Neural Machine TranslationAkiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka. [doi]
- Coordination Annotation Extension in the Penn Tree BankJessica Ficler, Yoav Goldberg. [doi]
- Knowledge Base Completion via Coupled Path RankingQuan Wang, Jing Liu, Yuanfei Luo, Bin Wang, Chin-Yew Lin. [doi]
- The LAMBADA dataset: Word prediction requiring a broad discourse contextDenis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández. [doi]
- Tables as Semi-structured Knowledge for Question AnsweringSujay Kumar Jauhar, Peter D. Turney, Eduard H. Hovy. [doi]
- Incorporating Copying Mechanism in Sequence-to-Sequence LearningJiatao Gu, Zhengdong Lu, Hang Li, Victor O. K. Li. [doi]
- Evaluating Sentiment Analysis in the Context of Securities TradingSiavash Kazemian, Shunan Zhao, Gerald Penn. [doi]
- Verbs Taking Clausal and Non-Finite Arguments as Signals of Modality - Revisiting the Issue of Meaning Grounded in SyntaxJudith Eckle-Kohler. [doi]
- Analyzing Biases in Human Perception of User Age and Gender from TextLucie Flekova, Jordan Carpenter, Salvatore Giorgi, Lyle H. Ungar, Daniel Preotiuc-Pietro. [doi]
- A Parallel-Hierarchical Model for Machine Comprehension on Sparse DataAdam Trischler, Zheng Ye, Xingdi Yuan, Jing He, Philip Bachman. [doi]
- Unravelling Names of Fictional CharactersKaterina Papantoniou, Stasinos Konstantopoulos. [doi]
- Chinese Zero Pronoun Resolution with Deep Neural NetworksChen Chen, Vincent Ng. [doi]
- Vector-space topic models for detecting Alzheimer's diseaseMaria Yancheva, Frank Rudzicz. [doi]
- Neural Relation Extraction with Selective Attention over InstancesYankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, Maosong Sun. [doi]
- Phrase Structure Annotation and Parsing for Learner EnglishRyo Nagata, Keisuke Sakaguchi. [doi]
- A Vector Space for Distributional Semantics for EntailmentJames Henderson, Diana Nicoleta Popa. [doi]
- AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment LexiconsNora Al-Twairesh, Hend Suliman Al-Khalifa, Abdulmalik Alsalman. [doi]
- Document-level Sentiment Inference with Social, Faction, and Discourse ContextEunsol Choi, Hannah Rashkin, Luke Zettlemoyer, Yejin Choi. [doi]
- Neural Word Segmentation Learning for ChineseDeng Cai, Hai Zhao. [doi]
- Inner Attention based Recurrent Neural Networks for Answer SelectionBingning Wang, Kang Liu, Jun Zhao 0001. [doi]
- Modeling Coverage for Neural Machine TranslationZhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li. [doi]
- CSE: Conceptual Sentence Embeddings based on Attention ModelYashen Wang, Heyan Huang, Chong Feng, Qiang Zhou, Jiahui Gu, Xiong Gao. [doi]
- Optimizing Spectral Learning for ParsingShashi Narayan, Shay B. Cohen. [doi]
- Compressing Neural Language Models by Sparse Word RepresentationsYunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin. [doi]
- Latent Predictor Networks for Code GenerationWang Ling, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomás Kociský, Fumin Wang, Andrew Senior. [doi]
- Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree InferenceEffi Levi, Roi Reichart, Ari Rappoport. [doi]
- Probabilistic Graph-based Dependency Parsing with Convolutional Neural NetworkZhisong Zhang, Hai Zhao, Lianhui Qin. [doi]
- Grammatical Error Correction: Machine Translation and ClassifiersAlla Rozovskaya, Dan Roth. [doi]
- WikiReading: A Novel Large-scale Language Understanding Task over WikipediaDaniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay Han, Matthew Kelcey, David Berthelot. [doi]
- Together we stand: Siamese Networks for Similar Question RetrievalArpita Das, Harish Yenala, Manoj Kumar Chinnakotla, Manish Shrivastava. [doi]
- Data Recombination for Neural Semantic ParsingRobin Jia, Percy Liang. [doi]
- Jointly Learning to Embed and Predict with Multiple LanguagesDaniel C. Ferreira, André F. T. Martins, Mariana S. C. Almeida. [doi]
- Easy Things First: Installments Improve Referring Expression Generation for Objects in PhotographsSina Zarrieß, David Schlangen. [doi]
- One for All: Towards Language Independent Named Entity LinkingAvirup Sil, Radu Florian. [doi]
- Learning Word Meta-EmbeddingsWenpeng Yin, Hinrich Schütze. [doi]
- Knowledge-Based Semantic Embedding for Machine TranslationChen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, Houfeng Wang. [doi]
- Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, Jan Kleindienst. [doi]
- Siamese CBOW: Optimizing Word Embeddings for Sentence RepresentationsTom Kenter, Alexey Borisov, Maarten de Rijke. [doi]
- A Fast Unified Model for Parsing and Sentence UnderstandingSamuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts. [doi]
- Case and Cause in Icelandic: Reconstructing Causal Networks of Cascaded Language ChangesFermin Moscoso del Prado Martin, Christian Brendel. [doi]
- Constrained Multi-Task Learning for Automated Essay ScoringRonan Cummins, Meng Zhang, Ted Briscoe. [doi]
- Unsupervised Person Slot Filling based on Graph MiningDian Yu, Heng Ji. [doi]
- End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRFXuezhe Ma, Eduard H. Hovy. [doi]
- A Continuous Space Rule Selection Model for Syntax-based Statistical Machine TranslationJingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura. [doi]
- Intrinsic Subspace Evaluation of Word Embedding RepresentationsYadollah Yaghoobzadeh, Hinrich Schütze. [doi]
- Chinese Couplet Generation with Neural Network StructuresRui Yan, Cheng-Te Li, Xiaohua Hu, Ming Zhang. [doi]
- Efficient techniques for parsing with tree automataJonas Groschwitz, Alexander Koller, Mark Johnson. [doi]
- CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge BasesZihang Dai, Lei Li, Wei Xu. [doi]
- Cross-Lingual Image Caption GenerationTakashi Miyazaki, Nobuyuki Shimizu. [doi]
- Investigating the Sources of Linguistic Alignment in ConversationGabriel Doyle, Michael C. Frank. [doi]
- Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer CorpusIulian Vlad Serban, Alberto García-Durán, Çaglar Gülçehre, Sungjin Ahn, Sarath Chandar, Aaron C. Courville, Yoshua Bengio. [doi]
- Generative Topic Embedding: a Continuous Representation of DocumentsShaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao. [doi]
- Learning-Based Single-Document Summarization with Compression and Anaphoricity ConstraintsGreg Durrett, Taylor Berg-Kirkpatrick, Dan Klein. [doi]
- Improved Representation Learning for Question Answer MatchingMing Tan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou. [doi]
- A Corpus-Based Analysis of Canonical Word Order of Japanese Double Object ConstructionsRyohei Sasano, Manabu Okumura. [doi]
- Simpler Context-Dependent Logical Forms via Model ProjectionsReginald Long, Panupong Pasupat, Percy Liang. [doi]
- Semi-Supervised Learning for Neural Machine TranslationYong Cheng, Wei Xu, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu. [doi]
- Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel CorporaChunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu. [doi]
- Compositional Sequence Labeling Models for Error Detection in Learner WritingMarek Rei, Helen Yannakoudakis. [doi]
- End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresMakoto Miwa, Mohit Bansal. [doi]
- Compositional Learning of Embeddings for Relation Paths in Knowledge Base and TextKristina Toutanova, Victoria Lin, Wen-tau Yih, Hoifung Poon, Chris Quirk. [doi]
- Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random FieldsJingwei Zhuo, Yong Cao, Jun Zhu, Bo Zhang, Zaiqing Nie. [doi]
- Unsupervised Multi-Author Document Decomposition Based on Hidden Markov ModelKhaled Aldebei, Xiangjian He, Wenjing Jia, Jie Yang 0002. [doi]
- Literal and Metaphorical Senses in Compositional Distributional Semantic ModelsE. Dario Gutiérrez, Ekaterina Shutova, Tyler Marghetis, Benjamin Bergen. [doi]
- The More Antecedents, the Merrier: Resolving Multi-Antecedent AnaphorsHardik Vala, Andrew Piper, Derek Ruths. [doi]
- Most "babies" are "little" and most "problems" are "huge": Compositional Entailment in Adjective-NounsEllie Pavlick, Chris Callison-Burch. [doi]
- N-gram language models for massively parallel devicesNikolay Bogoychev, Adam Lopez. [doi]
- Model Architectures for Quotation DetectionChristian Scheible, Roman Klinger, Sebastian Padó. [doi]
- A Sentence Interaction Network for Modeling Dependence between SentencesBiao Liu, Minlie Huang. [doi]
- Neural Greedy Constituent Parsing with Dynamic OraclesMaximin Coavoux, Benoît Crabbé. [doi]
- Liberal Event Extraction and Event Schema InductionLifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han, Avirup Sil. [doi]
- Scaling a Natural Language Generation SystemJonathan Pfeil, Soumya Ray. [doi]
- Learning Structured Predictors from Bandit Feedback for Interactive NLPArtem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler. [doi]
- Metaphor Detection with Topic Transition, Emotion and Cognition in ContextHyeju Jang, Yohan Jo, Qinlan Shen, Michael Miller, Seungwhan Moon, Carolyn Penstein Rosé. [doi]
- Improving Neural Machine Translation Models with Monolingual DataRico Sennrich, Barry Haddow, Alexandra Birch. [doi]
- Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional ContrastSvitlana Volkova, Yoram Bachrach. [doi]
- Normalized Log-Linear Interpolation of Backoff Language Models is EfficientKenneth Heafield, Chase Geigle, Sean Massung, Lane Schwartz. [doi]
- On the Similarities Between Native, Non-native and Translated TextsElla Rabinovich, Sergiu Nisioi, Noam Ordan, Shuly Wintner. [doi]
- Improving Coreference Resolution by Learning Entity-Level Distributed RepresentationsKevin Clark, Christopher D. Manning. [doi]
- Entropy Converges Between Dialogue Participants: Explanations from an Information-Theoretic PerspectiveYang Xu, David Reitter. [doi]
- Temporal Anchoring of Events for the TimeBank CorpusNils Reimers, Nazanin Dehghani, Iryna Gurevych. [doi]
- Models and Inference for Prefix-Constrained Machine TranslationJoern Wuebker, Spence Green, John DeNero, Sasa Hasan, Minh-Thang Luong. [doi]
- Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic TrackingSeokhwan Kim, Rafael E. Banchs, Haizhou Li. [doi]
- Morphological Smoothing and Extrapolation of Word EmbeddingsRyan Cotterell, Hinrich Schütze, Jason Eisner. [doi]
- Collective Entity Resolution with Multi-Focal AttentionAmir Globerson, Nevena Lazic, Soumen Chakrabarti, Amarnag Subramanya, Michael Ringgaard, Fernando Pereira. [doi]
- Learning To Use Formulas To Solve Simple Arithmetic ProblemsArindam Mitra, Chitta Baral. [doi]
- Optimizing an Approximation of ROUGE - a Problem-Reduction Approach to Extractive Multi-Document SummarizationMaxime Peyrard, Judith Eckle-Kohler. [doi]
- How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and EvaluationDanqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, Wei-Ying Ma. [doi]
- Language Transfer Learning for Supervised Lexical SubstitutionGerold Hintz, Chris Biemann. [doi]
- Multimodal Pivots for Image Caption TranslationJulian Hitschler, Shigehiko Schamoni, Stefan Riezler. [doi]
- Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov, Michael Collins. [doi]
- Towards more variation in text generation: Developing and evaluating variation models for choice of referential formThiago Castro Ferreira, Emiel Krahmer, Sander Wubben. [doi]
- Modeling Stance in Student EssaysIsaac Persing, Vincent Ng. [doi]
- Normalising Medical Concepts in Social Media Texts by Learning Semantic RepresentationNut Limsopatham, Nigel Collier. [doi]
- Improved Semantic Parsers For If-Then StatementsI. Beltagy, Chris Quirk. [doi]
- A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskDanqi Chen, Jason Bolton, Christopher D. Manning. [doi]
- Context-aware Argumentative Relation MiningHuy Nguyen, Diane J. Litman. [doi]
- Minimum Risk Training for Neural Machine TranslationShiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu. [doi]
- Modeling Social Norms Evolution for Personalized Sentiment ClassificationLin Gong, Mohammad Al Boni, Hongning Wang. [doi]
- Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How LongAlakananda Vempala, Eduardo Blanco. [doi]
- Generalized Transition-based Dependency Parsing via Control ParametersBernd Bohnet, Ryan T. McDonald, Emily Pitler, Ji Ma. [doi]
- Neural Summarization by Extracting Sentences and WordsJianpeng Cheng 0001, Mirella Lapata. [doi]
- Prototype Synthesis for Model LawsMatthew Burgess, Eugenia Giraudy, Eytan Adar. [doi]
- Bi-Transferring Deep Neural Networks for Domain AdaptationGuangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang, Tingting He. [doi]
- Annotating and Predicting Non-Restrictive Noun Phrase ModificationsGabriel Stanovsky, Ido Dagan. [doi]
- ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document LabelingForough Poursabzi-Sangdeh, Jordan L. Boyd-Graber, Leah Findlater, Kevin D. Seppi. [doi]
- Query Expansion with Locally-Trained Word EmbeddingsFernando Diaz 0001, Bhaskar Mitra, Nick Craswell. [doi]
- Physical Causality of Action Verbs in Grounded Language UnderstandingQiaozi Gao, Malcolm Doering, Shaohua Yang, Joyce Yue Chai. [doi]
- Bilingual Segmented Topic ModelAkihiro Tamura, Eiichiro Sumita. [doi]
- Sentence Rewriting for Semantic ParsingBo Chen, Le Sun, Xianpei Han, Bo An. [doi]
- Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation LearningYulia Tsvetkov, Manaal Faruqui, Wang Ling, Brian MacWhinney, Chris Dyer. [doi]
- A New Psychometric-inspired Evaluation Metric for Chinese Word SegmentationPeng Qian, Xipeng Qiu, Xuanjing Huang. [doi]
- Prediction of Prospective User Engagement with Intelligent AssistantsShumpei Sano, Nobuhiro Kaji, Manabu Sassano. [doi]
- Easy Questions First? A Case Study on Curriculum Learning for Question AnsweringMrinmaya Sachan, Eric P. Xing. [doi]
- Harnessing Deep Neural Networks with Logic RulesZhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard H. Hovy, Eric P. Xing. [doi]
- TransG : A Generative Model for Knowledge Graph EmbeddingHan Xiao 0005, Minlie Huang, Xiaoyan Zhu. [doi]
- Stack-propagation: Improved Representation Learning for SyntaxYuan Zhang, David Weiss. [doi]
- Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance NetworkJifan Chen, Qi Zhang, Pengfei Liu, Xipeng Qiu, Xuanjing Huang. [doi]
- Situation entity types: automatic classification of clause-level aspectAnnemarie Friedrich, Alexis Palmer, Manfred Pinkal. [doi]
- DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured DocumentsZhao Yan, Nan Duan, Jun-Wei Bao, Peng Chen, Ming Zhou, Zhoujun Li, Jianshe Zhou. [doi]
- Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky. [doi]
- Using Sentence-Level LSTM Language Models for Script InferenceKarl Pichotta, Raymond J. Mooney. [doi]
- News Citation Recommendation with Implicit and Explicit SemanticsHao Peng, Jing Liu, Chin-Yew Lin. [doi]
- How to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire DocumentsAnders Björkelund, Agnieszka Falenska, Wolfgang Seeker, Jonas Kuhn. [doi]
- Commonsense Knowledge Base CompletionXiang Li, Aynaz Taheri, Lifu Tu, Kevin Gimpel. [doi]
- Active Learning for Dependency Parsing with Partial AnnotationZhenghua Li, Min Zhang, Yue Zhang, Zhanyi Liu, Wenliang Chen, Hua Wu, Haifeng Wang. [doi]
- Cross-Lingual Lexico-Semantic Transfer in Language LearningEkaterina Kochmar, Ekaterina Shutova. [doi]
- On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue SystemsPei-hao Su, Milica Gasic, Nikola Mrksic, Lina Maria Rojas-Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen, Steve J. Young. [doi]
- Generating Natural Questions About an ImageNasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende. [doi]
- On Approximately Searching for Similar Word EmbeddingsKohei Sugawara, Hayato Kobayashi, Masajiro Iwasaki. [doi]
- Question Answering on Freebase via Relation Extraction and Textual EvidenceKun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao. [doi]
- Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodVered Shwartz, Yoav Goldberg, Ido Dagan. [doi]
- Linguistic Benchmarks of Online News Article QualityIoannis Arapakis, Filipa Peleja, Barla Berkant Cambazoglu, João Magalhães. [doi]
- Alleviating Poor Context with Background Knowledge for Named Entity DisambiguationAnder Barrena, Aitor Soroa, Eneko Agirre. [doi]
- Language to Logical Form with Neural AttentionLi Dong, Mirella Lapata. [doi]
- Neural Semantic Role Labeling with Dependency Path EmbeddingsMichael Roth, Mirella Lapata. [doi]
- Hidden Softmax Sequence Model for Dialogue Structure AnalysisZhiyang He, Xien Liu, Ping Lv, Ji Wu. [doi]
- Domain Adaptation for Authorship Attribution: Improved Structural Correspondence LearningUpendra Sapkota, Thamar Solorio, Manuel Montes-y-Gómez, Steven Bethard. [doi]
- Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard TimeSilvio Cordeiro, Carlos Ramisch, Marco Idiart, Aline Villavicencio. [doi]
- Combining Natural Logic and Shallow Reasoning for Question AnsweringGabor Angeli, Neha Nayak, Christopher D. Manning. [doi]
- Neural Networks For Negation Scope DetectionFederico Fancellu, Adam Lopez, Bonnie L. Webber. [doi]
- Set-Theoretic Alignment for Comparable CorporaThierry Etchegoyhen, Andoni Azpeitia. [doi]
- Cross-domain Text Classification with Multiple Domains and Disparate Label SetsHimanshu Sharad Bhatt, Manjira Sinha, Shourya Roy. [doi]
- Cross-Lingual Morphological Tagging for Low-Resource LanguagesJan Buys, Jan A. Botha. [doi]
- Relation Classification via Multi-Level Attention CNNsLinlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu. [doi]
- A Persona-Based Neural Conversation ModelJiwei Li, Michel Galley, Chris Brockett, Georgios Spithourakis, Jianfeng Gao, William B. Dolan. [doi]
- Automatic Text Scoring Using Neural NetworksDimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei. [doi]
- RBPB: Regularization-Based Pattern Balancing Method for Event ExtractionLei Sha, Jing Liu, Chin-Yew Lin, Sujian Li, Baobao Chang, Zhifang Sui. [doi]
- Neural Network-Based Model for Japanese Predicate Argument Structure AnalysisTomohide Shibata, Daisuke Kawahara, Sadao Kurohashi. [doi]
- A Discriminative Topic Model using Document Network StructureWeiwei Yang, Jordan L. Boyd-Graber, Philip Resnik. [doi]
- Pointing the Unknown WordsÇaglar Gülçehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou, Yoshua Bengio. [doi]
- Learning Concept Taxonomies from Multi-modal DataHao Zhang, Zhiting Hu, Yuntian Deng, Mrinmaya Sachan, Zhicheng Yan, Eric P. Xing. [doi]
- A Transition-Based System for Joint Lexical and Syntactic AnalysisMatthieu Constant, Joakim Nivre. [doi]
- Strategies for Training Large Vocabulary Neural Language ModelsWenlin Chen, David Grangier, Michael Auli. [doi]
- Learning Text Pair Similarity with Context-sensitive AutoencodersHadi Amiri, Philip Resnik, Jordan L. Boyd-Graber, Hal Daumé III. [doi]
- Cross-Lingual Sentiment Classification with Bilingual Document Representation LearningXinjie Zhou, Xiaojun Wan, Jianguo Xiao. [doi]
- Unanimous Prediction for 100% Precision with Application to Learning Semantic MappingsFereshte Khani, Martin C. Rinard, Percy Liang. [doi]
- Dependency Parsing with Bounded Block Degree and Well-nestedness via Lagrangian Relaxation and Branch-and-BoundCaio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop, Roberto Wolfler Calvo. [doi]
- Harnessing Cognitive Features for Sarcasm DetectionAbhijit Mishra, Diptesh Kanojia, Seema Nagar, Kuntal Dey, Pushpak Bhattacharyya. [doi]
- Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning. [doi]
- Recurrent neural network models for disease name recognition using domain invariant featuresSunil Kumar Sahu, Ashish Anand. [doi]
- Transition-Based Neural Word SegmentationMeishan Zhang, Yue Zhang, Guohong Fu. [doi]
- Learning Language Games through InteractionSida I. Wang, Percy Liang, Christopher D. Manning. [doi]
- Learning Semantically and Additively Compositional Distributional RepresentationsRan Tian, Naoaki Okazaki, Kentaro Inui. [doi]
- Understanding Discourse on Work and Job-Related Well-Being in Public Social MediaTong Liu, Christopher Homan, Cecilia Ovesdotter Alm, Megan C. Lytle, Ann Marie White, Henry A. Kautz. [doi]
- How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional DescriptionsArun Tejasvi Chaganty, Percy Liang. [doi]
- Mining Paraphrasal Typed Templates from a Plain Text CorpusOr Biran, Terra Blevins, Kathleen McKeown. [doi]
- Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation LearningEkaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin. [doi]
- Incremental Acquisition of Verb Hypothesis Space towards Physical World InteractionLanbo She, Joyce Yue Chai. [doi]
- Continuous Profile Models in ASL Syntactic Facial Expression SynthesisHernisa Kacorri, Matt Huenerfauth. [doi]
- Idiom Token Classification using Sentential Distributed SemanticsGiancarlo Salton, Robert J. Ross, John D. Kelleher. [doi]
- Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical FramingVinodkumar Prabhakaran, William L. Hamilton, Daniel A. McFarland, Dan Jurafsky. [doi]
- Adaptive Joint Learning of Compositional and Non-Compositional Phrase EmbeddingsKazuma Hashimoto, Yoshimasa Tsuruoka. [doi]
- Leveraging Inflection Tables for Stemming and LemmatizationGarrett Nicolai, Grzegorz Kondrak. [doi]
- Learning Prototypical Event Structure from Photo AlbumsAntoine Bosselut, Jianfu Chen, David Warren, Hannaneh Hajishirzi, Yejin Choi. [doi]
- Cross-lingual Models of Word Embeddings: An Empirical ComparisonShyam Upadhyay, Manaal Faruqui, Chris Dyer, Dan Roth. [doi]
- Inferring Logical Forms From DenotationsPanupong Pasupat, Percy Liang. [doi]