Abstract is missing.
- Tweet2Vec: Character-Based Distributed Representations for Social MediaBhuwan Dhingra, Zhong Zhou, Dylan Fitzpatrick, Michael Muehl, William W. Cohen. [doi]
- Machine Translation Evaluation Meets Community Question AnsweringFrancisco Guzmán, Lluís Màrquez, Preslav Nakov. [doi]
- Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym DistinctionKim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu. [doi]
- A Language-Independent Neural Network for Event DetectionXiaocheng Feng, Lifu Huang, Duyu Tang, Heng Ji, Bing Qin, Ting Liu. [doi]
- Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations?Ivan Vulic, Anna Korhonen. [doi]
- Scalable Semi-Supervised Query Classification Using Matrix SketchingYoung-Bum Kim, Karl Stratos, Ruhi Sarikaya. [doi]
- Claim Synthesis via Predicate RecyclingYonatan Bilu, Noam Slonim. [doi]
- Improved Parsing for Argument-Clusters CoordinationJessica Ficler, Yoav Goldberg. [doi]
- Transition-based dependency parsing with topological fieldsDaniël de Kok, Erhard W. Hinrichs. [doi]
- Deep multi-task learning with low level tasks supervised at lower layersAnders Søgaard, Yoav Goldberg. [doi]
- Multiplicative Representations for Unsupervised Semantic Role InductionYi Luan, Yangfeng Ji, Hannaneh Hajishirzi, Boyang Li. [doi]
- Text Simplification as Tree LabelingJoachim Bingel, Anders Søgaard. [doi]
- Cross-Lingual Word Representations via Spectral Graph EmbeddingsTakamasa Oshikiri, Kazuki Fukui, Hidetoshi Shimodaira. [doi]
- Finding Optimists and Pessimists on TwitterXianzhi Ruan, Steven R. Wilson, Rada Mihalcea. [doi]
- Dependency-based Gated Recursive Neural Network for Chinese Word SegmentationJingjing Xu, Xu Sun. [doi]
- The Social Impact of Natural Language ProcessingDirk Hovy, Shannon L. Spruit. [doi]
- Hunting for Troll Comments in News Community ForumsTodor Mihaylov, Preslav Nakov. [doi]
- Cross-lingual projection for class-based language modelsBeat Gfeller, Vlad Schogol, Keith Hall. [doi]
- Word Alignment without NULL WordsPhilip Schulz, Wilker Aziz, Khalil Sima'an. [doi]
- Improving Argument Overlap for Proposition-Based SummarisationYimai Fang, Simone Teufel. [doi]
- Transductive Adaptation of Black Box PredictionsStéphane Clinchant, Boris Chidlovskii, Gabriela Csurka. [doi]
- Recognizing Salient Entities in Shopping QueriesZornitsa Kozareva, Qi Li, Ke Zhai, Weiwei Guo. [doi]
- The Value of Semantic Parse Labeling for Knowledge Base Question AnsweringWen-tau Yih, Matthew Richardson, Christopher Meek, Ming-Wei Chang, Jina Suh. [doi]
- Annotating Relation Inference in Context via Question AnsweringOmer Levy, Ido Dagan. [doi]
- Exploiting Linguistic Features for Sentence CompletionAubrie Woods. [doi]
- An Unsupervised Method for Automatic Translation Memory CleaningMasoud Jalili Sabet, Matteo Negri, Marco Turchi, Eduard Barbu. [doi]
- User Embedding for Scholarly Microblog RecommendationYang Yu, Xiaojun Wan, Xinjie Zhou. [doi]
- Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and StringsOndrej Dusek, Filip Jurcícek. [doi]
- A Fast Approach for Semantic Similar Short Texts RetrievalYanhui Gu, Zhenglu Yang, Junsheng Zhou, Weiguang Qu, Jin-Mao Wei, Xingtian Shi. [doi]
- Science Question Answering using Instructional MaterialsMrinmaya Sachan, Kumar Dubey, Eric P. Xing. [doi]
- Very quaffable and great fun: Applying NLP to wine reviewsIris Hendrickx, Els Lefever, Ilja Croijmans, Asifa Majid, Antal van den Bosch. [doi]
- Exploring Stylistic Variation with Age and Income on TwitterLucie Flekova, Daniel Preotiuc-Pietro, Lyle H. Ungar. [doi]
- Matrix Factorization using Window Sampling and Negative Sampling for Improved Word RepresentationsAlexandre Salle, Aline Villavicencio, Marco Idiart. [doi]
- A Latent Concept Topic Model for Robust Topic Inference Using Word EmbeddingsWeihua Hu, Jun'ichi Tsujii. [doi]
- An Entity-Focused Approach to Generating Company DescriptionsGavin Saldanha, Or Biran, Kathleen McKeown, Alfio Gliozzo. [doi]
- Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation LearningNanyun Peng, Mark Dredze. [doi]
- How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound CompositionalityCarlos Ramisch, Silvio Cordeiro, Leonardo Zilio, Marco Idiart, Aline Villavicencio. [doi]
- Incorporating Relational Knowledge into Word Representations using Subspace RegularizationAbhishek Kumar, Jun Araki. [doi]
- The Enemy in Your Own Camp: How Well Can We Detect Statistically-Generated Fake Reviews - An Adversarial StudyDirk Hovy. [doi]
- Phrase Table Pruning via Submodular Function MaximizationMasaaki Nishino, Jun Suzuki, Masaaki Nagata. [doi]
- Reference Bias in Monolingual Machine Translation EvaluationMarina Fomicheva, Lucia Specia. [doi]
- Is This Post Persuasive? Ranking Argumentative Comments in Online ForumZhongyu Wei, Yang Liu, Yi Li. [doi]
- Improving Statistical Machine Translation Performance by Oracle-BLEU Model Re-estimationPraveen Dakwale, Christof Monz. [doi]
- Vocabulary Manipulation for Neural Machine TranslationHaitao Mi, Zhiguo Wang, Abe Ittycheriah. [doi]
- IBC-C: A Dataset for Armed Conflict AnalysisAndrej Zukov Gregoric, Zhiyuan Luo, Bartal Veyhe. [doi]
- Semantic classifications for detection of verb metaphorsBeata Beigman Klebanov, Chee Wee Leong, E. Dario Gutiérrez, Ekaterina Shutova, Michael Flor. [doi]
- Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine TranslationJan-Thorsten Peter, Weiyue Wang, Hermann Ney. [doi]
- A Domain Adaptation Regularization for Denoising AutoencodersStéphane Clinchant, Gabriela Csurka, Boris Chidlovskii. [doi]
- Multi-Modal Representations for Improved Bilingual Lexicon LearningIvan Vulic, Douwe Kiela, Stephen Clark, Marie-Francine Moens. [doi]
- Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from TranscriptsVeronika Vincze, Gábor Gosztolya, László Tóth, Ildikó Hoffmann, Gréta Szatlóczki, Zoltán Bánréti, Magdolna Pákáski, János Kálmán. [doi]
- An Open Web Platform for Rule-Based Speech-to-Sign TranslationManny Rayner, Pierrette Bouillon, Sarah Ebling, Johanna Gerlach, Irene Strasly, Nikos Tsourakis. [doi]
- Using Sequence Similarity Networks to Identify Partial Cognates in Multilingual WordlistsJohann-Mattis List, Philippe Lopez, Eric Bapteste. [doi]
- Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational DataTeng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup. [doi]
- Improving cross-domain n-gram language modelling with skipgramsLouis Onrust, Antal van den Bosch, Hugo Van Hamme. [doi]
- Syntactically Guided Neural Machine TranslationFelix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne. [doi]
- A Neural Network based Approach to Automatic Post-EditingSantanu Pal, Sudip Kumar Naskar, Mihaela Vela, Josef van Genabith. [doi]
- Joint part-of-speech and dependency projection from multiple sourcesAnders Johannsen, Zeljko Agic, Anders Søgaard. [doi]
- Weakly Supervised Part-of-speech Tagging Using Eye-tracking DataMaria Barrett, Joachim Bingel, Frank Keller, Anders Søgaard. [doi]
- Metrics for Evaluation of Word-level Machine Translation Quality EstimationVarvara Logacheva, Michal Lukasik, Lucia Specia. [doi]
- Word Embeddings with Limited MemoryShaoshi Ling, Yangqiu Song, Dan Roth. [doi]
- Single-Model Encoder-Decoder with Explicit Morphological Representation for ReinflectionKatharina Kann, Hinrich Schütze. [doi]
- Which Tumblr Post Should I Read Next?Zornitsa Kozareva, Makoto Yamada. [doi]
- Character-based Neural Machine TranslationMarta R. Costa-Jussà, José A. R. Fonollosa. [doi]
- Phrase-Level Combination of SMT and TM Using Constrained Word LatticeLiangyou Li, Andy Way, Qun Liu. [doi]
- Dimensional Sentiment Analysis Using a Regional CNN-LSTM ModelJin Wang, Liang-Chih Yu, K. Robert Lai, Xue-Jie Zhang. [doi]
- Incremental Parsing with Minimal Features Using Bi-Directional LSTMJames Cross, Liang Huang. [doi]
- Convergence of Syntactic Complexity in ConversationYang Xu, David Reitter. [doi]
- Empty element recovery by spinal parser operationsKatsuhiko Hayashi, Masaaki Nagata. [doi]
- Simple PPDB: A Paraphrase Database for SimplificationEllie Pavlick, Chris Callison-Burch. [doi]
- Don't Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short TextDuy-Tin Vo, Yue Zhang. [doi]
- Learning Monolingual Compositional Representations via Bilingual SupervisionAhmed Elgohary, Marine Carpuat. [doi]
- Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossBarbara Plank, Anders Søgaard, Yoav Goldberg. [doi]
- Hawkes Processes for Continuous Time Sequence Classification: an Application to Rumour Stance Classification in TwitterMichal Lukasik, P. K. Srijith, Duy Vu, Kalina Bontcheva, Arkaitz Zubiaga, Trevor Cohn. [doi]
- Modelling the Interpretation of Discourse Connectives by Bayesian PragmaticsFrances Yung, Kevin Duh, Taku Komura, Yuji Matsumoto. [doi]
- Joint Word Segmentation and Phonetic Category InductionMicha Elsner, Stephanie Antetomaso, Naomi Feldman. [doi]
- Event Nugget Detection with Forward-Backward Recurrent Neural NetworksReza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli. [doi]
- Nonparametric Spherical Topic Modeling with Word EmbeddingsKayhan Batmanghelich, Ardavan Saeedi, Karthik Narasimhan, Samuel Gershman. [doi]
- Word Embedding Calculus in Meaningful Ultradense SubspacesSascha Rothe, Hinrich Schütze. [doi]
- Semantics-Driven Recognition of Collocations Using Word EmbeddingsSara Rodríguez-Fernández, Luis Espinosa Anke, Roberto Carlini, Leo Wanner. [doi]
- The red one!: On learning to refer to things based on discriminative propertiesAngeliki Lazaridou, Nghia The Pham, Marco Baroni. [doi]
- On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph ModelsSteffen Eger, Alexander Mehler. [doi]
- Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural NetworksSuzushi Tomori, Takashi Ninomiya, Shinsuke Mori. [doi]
- Learning Multiview Embeddings of Twitter UsersAdrian Benton, Raman Arora, Mark Dredze. [doi]
- Natural Language Inference by Tree-Based Convolution and Heuristic MatchingLili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang 0023, Rui Yan, Zhi Jin. [doi]
- Bootstrapped Text-level Named Entity Recognition for LiteratureJulian Brooke, Adam Hammond, Timothy Baldwin. [doi]
- Using mention accessibility to improve coreference resolutionKellie Webster, Joel Nothman. [doi]
- Deep Neural Networks for Syntactic Parsing of Morphologically Rich LanguagesJoël Legrand, Ronan Collobert. [doi]
- Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationPeng Zhou, Wei Shi, Jun Tian, Zhenyu Qi, Bingchen Li, Hongwei Hao, Bo Xu. [doi]
- Specifying and Annotating Reduced Argument Span Via QA-SRLGabriel Stanovsky, Ido Dagan, Meni Adler. [doi]
- Unsupervised morph segmentation and statistical language models for vocabulary expansionMatti Varjokallio, Dietrich Klakow. [doi]
- Natural Language Generation enhances human decision-making with uncertain informationDimitra Gkatzia, Oliver Lemon, Verena Rieser. [doi]
- Coarse-grained Argumentation Features for Scoring Persuasive EssaysDebanjan Ghosh, Aquila Khanam, Yubo Han, Smaranda Muresan. [doi]
- A Novel Measure for Coherence in Statistical Topic ModelsFred Morstatter, Huan Liu. [doi]
- Implicit Polarity and Implicit Aspect Recognition in Opinion MiningHuan-Yuan Chen, Hsin-Hsi Chen. [doi]
- One model, two languages: training bilingual parsers with harmonized treebanksDavid Vilares, Carlos Gómez-Rodríguez, Miguel A. Alonso. [doi]
- Automatic Semantic Classification of German Preposition Types: Comparing Hard and Soft Clustering Approaches across FeaturesMaximilian Köper, Sabine Schulte im Walde. [doi]
- Machine Comprehension using Rich Semantic RepresentationsMrinmaya Sachan, Eric P. Xing. [doi]