ACL 2016: all accepted papers
- Incremental Parsing with Minimal Features Using Bi-Directional LSTM ↗James Cross, Liang Huang · Short Papers75 citations
- Together we stand: Siamese Networks for Similar Question Retrieval ↗Arpita Das, Harish Yenala, Manoj Chinnakotla et al. · Long Papers75 citations
- Knowledge Base Completion via Coupled Path Ranking ↗Quan Wang, Jing Liu, Yuanfei Luo et al. · Long Papers74 citations
- Grammatical Error Correction: Machine Translation and Classifiers ↗Alla Rozovskaya, Dan Roth · Long Papers73 citations
- Coarse-grained Argumentation Features for Scoring Persuasive Essays ↗Debanjan Ghosh, Aquila Khanam, Yubo Han et al. · Short Papers71 citations
- Easy Questions First? A Case Study on Curriculum Learning for Question Answering ↗Mrinmaya Sachan, Eric Xing · Long Papers70 citations
- Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ↗Yulia Tsvetkov, Manaal Faruqui, Wang Ling et al. · Long Papers70 citations
- OpenDial: A Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules ↗Pierre Lison, Casey Kennington70 citations
- Context-aware Argumentative Relation Mining ↗Huy Nguyen, Diane Litman · Long Papers68 citations
- Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations ↗Alexandre Salle, Aline Villavicencio, Marco Idiart · Short Papers68 citations
- Constrained Multi-Task Learning for Automated Essay Scoring ↗Ronan Cummins, Meng Zhang, Ted Briscoe · Long Papers67 citations
- Exploring Stylistic Variation with Age and Income on Twitter ↗Lucie Flekova, Daniel Preoţiuc-Pietro, Lyle Ungar · Short Papers66 citations
- Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and StringsOndřej Dušek, Filip Jurčíček · Short Papers66 citations · our summary
- Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection ↗Katharina Kann, Hinrich Schütze · Short Papers66 citations
- Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast ↗Svitlana Volkova, Yoram Bachrach · Long Papers65 citations
- Using Sentence-Level LSTM Language Models for Script Inference ↗Karl Pichotta, Raymond J. Mooney · Long Papers64 citations
- Deep Fusion LSTMs for Text Semantic Matching ↗Pengfei Liu, Xipeng Qiu, Jifan Chen et al. · Long Papers63 citations
- Harnessing Cognitive Features for Sarcasm DetectionAbhijit Mishra, Diptesh Kanojia, Seema Nagar et al. · Long Papers63 citations · our summary
- Bi-Transferring Deep Neural Networks for Domain Adaptation ↗Guangyou Zhou, Zhiwen Xie, Jimmy Xiangji Huang et al. · Long Papers62 citations
- Literal and Metaphorical Senses in Compositional Distributional Semantic Models ↗E. Dario Gutiérrez, Ekaterina Shutova, Tyler Marghetis et al. · Long Papers62 citations
- Modeling Concept Dependencies in a Scientific Corpus ↗Jonathan Gordon, Linhong Zhu, Aram Galstyan et al. · Long Papers62 citations
- Stack-propagation: Improved Representation Learning for Syntax ↗Yuan Zhang, David Weiss · Long Papers62 citations
- AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment Lexicons ↗Nora Al-Twairesh, Hend Al-Khalifa, Abdulmalik Al-Salman · Long Papers61 citations
- Syntactically Guided Neural Machine Translation ↗Felix Stahlberg, Eva Hasler, Aurelien Waite et al. · Short Papers61 citations
- Don't Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text ↗Duy Tin Vo, Yue Zhang · Short Papers60 citations
- Vocabulary Manipulation for Neural Machine Translation ↗Haitao Mi, Zhiguo Wang, Abe Ittycheriah · Short Papers60 citations
- Morphological Smoothing and Extrapolation of Word Embeddings ↗Ryan Cotterell, Hinrich Schütze, Jason Eisner · Long Papers59 citations
- Recurrent neural network models for disease name recognition using domain invariant features ↗Sunil Sahu, Ashish Anand · Long Papers59 citations
- Natural Language Generation enhances human decision-making with uncertain information ↗Dimitra Gkatzia, Oliver Lemon, Verena Rieser · Short Papers58 citations
- Predicting the Rise and Fall of Scientific Topics from Trends in their Rhetorical Framing ↗Vinodkumar Prabhakaran, William L. Hamilton, Dan McFarland et al. · Long Papers58 citations
- Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation ↗Jingjing Xu, Xu Sun · Short Papers57 citations
- Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network ↗Zhisong Zhang, Hai Zhao, Lianhui Qin · Long Papers57 citations
- On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models ↗Steffen Eger, Alexander Mehler · Short Papers56 citations
- Universal Dependencies for Learner EnglishYevgeni Berzak, Jessica Kenney, Carolyn Spadine et al. · Long Papers56 citations · our summary
- Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization ↗Lucie Flekova, Iryna Gurevych · Long Papers55 citations
- Vector-space topic models for detecting Alzheimer's disease ↗Maria Yancheva, Frank Rudzicz · Long Papers55 citations
- Chinese Zero Pronoun Resolution with Deep Neural NetworksChen Chen, Vincent Ng · Long Papers54 citations · our summary
- Event Nugget Detection with Forward-Backward Recurrent Neural Networks ↗Reza Ghaeini, Xiaoli Fern, Liang Huang et al. · Short Papers53 citations
- Knowledge-Based Semantic Embedding for Machine Translation ↗Chen Shi, Shujie Liu, Shuo Ren et al. · Long Papers53 citations
- Analyzing Biases in Human Perception of User Age and Gender from Text ↗Lucie Flekova, Jordan Carpenter, Salvatore Giorgi et al. · Long Papers52 citations
- Grapheme-to-Phoneme Models for (Almost) Any Language ↗Aliya Deri, Kevin Knight · Long Papers51 citations
- Discovery of Treatments from Text Corpora ↗Christian Fong, Justin Grimmer · Long Papers49 citations
- CSE: Conceptual Sentence Embeddings based on Attention Model ↗Yashen Wang, Heyan Huang, Chong Feng et al. · Long Papers48 citations
- Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing ↗James Goodman, Andreas Vlachos, Jason Naradowsky · Long Papers48 citations
- Word Embedding Calculus in Meaningful Ultradense Subspaces ↗Sascha Rothe, Hinrich Schütze · Short Papers48 citations
- Inferring Logical Forms From Denotations ↗Panupong Pasupat, Percy Liang · Long Papers47 citations
- Larger-Context Language Modelling with Recurrent Neural Network ↗Tian Wang, Kyunghyun Cho · Long Papers47 citations
- Towards Constructing Sports News from Live Text Commentary ↗Jianmin Zhang, Jin-ge Yao, Xiaojun Wan · Long Papers47 citations
- A Transition-Based System for Joint Lexical and Syntactic Analysis ↗Matthieu Constant, Joakim Nivre · Long Papers46 citations
- Automatic Labeling of Topic Models Using Text Summaries ↗Xiaojun Wan, Tianming Wang · Long Papers46 citations
- Models and Inference for Prefix-Constrained Machine Translation ↗Joern Wuebker, Spence Green, John DeNero et al. · Long Papers46 citations
- RBPB: Regularization-Based Pattern Balancing Method for Event Extraction ↗Lei Sha, Jing Liu, Chin-Yew Lin et al. · Long Papers46 citations
- A Neural Network based Approach to Automatic Post-Editing ↗Santanu Pal, Sudip Kumar Naskar, Mihaela Vela et al. · Short Papers45 citations
- Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time ↗Silvio Cordeiro, Carlos Ramisch, Marco Idiart et al. · Long Papers45 citations
- ccg2lambda: A Compositional Semantics System ↗Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao et al.45 citations
- The Enemy in Your Own Camp: How Well Can We Detect Statistically-Generated Fake Reviews – An Adversarial Study ↗Dirk Hovy · Short Papers44 citations
- User Embedding for Scholarly Microblog Recommendation ↗Yang Yu, Xiaojun Wan, Xinjie Zhou · Short Papers44 citations
- Tables as Semi-structured Knowledge for Question Answering ↗Sujay Kumar Jauhar, Peter Turney, Eduard Hovy · Long Papers43 citations
- Idiom Token Classification using Sentential Distributed SemanticsGiancarlo Salton, Robert Ross, John Kelleher · Long Papers42 citations · our summary
- Investigating Language Universal and Specific Properties in Word Embeddings ↗Peng Qian, Xipeng Qiu, Xuanjing Huang · Long Papers42 citations
- Using Sequence Similarity Networks to Identify Partial Cognates in Multilingual Wordlists ↗Johann-Mattis List, Philippe Lopez, Eric Bapteste · Short Papers42 citations
- Resolving References to Objects in Photographs using the Words-As-Classifiers Model ↗David Schlangen, Sina Zarrieß, Casey Kennington · Long Papers41 citations
- Two Discourse Driven Language Models for Semantics ↗Haoruo Peng, Dan Roth · Long Papers41 citations
- Cross-Lingual Morphological Tagging for Low-Resource Languages ↗Jan Buys, Jan A. Botha · Long Papers40 citations
- A Domain Adaptation Regularization for Denoising Autoencoders ↗Stéphane Clinchant, Gabriela Csurka, Boris Chidlovskii · Short Papers39 citations
- Most “babies” are “little” and most “problems” are “huge”: Compositional Entailment in Adjective-Nouns ↗Ellie Pavlick, Chris Callison-Burch · Long Papers39 citations
- Case and Cause in Icelandic: Reconstructing Causal Networks of Cascaded Language Changes ↗Fermín Moscoso del Prado Martín, Christian Brendel · Long Papers38 citations
- Learning Text Pair Similarity with Context-sensitive Autoencoders ↗Hadi Amiri, Philip Resnik, Jordan Boyd-Graber et al. · Long Papers38 citations
- Temporal Anchoring of Events for the TimeBank Corpus ↗Nils Reimers, Nazanin Dehghani, Iryna Gurevych · Long Papers38 citations
- Terminology Extraction with Term Variant Detection ↗Damien Cram, Béatrice Daille38 citations
- Machine Comprehension using Rich Semantic Representations ↗Mrinmaya Sachan, Eric Xing · Short Papers37 citations
- Physical Causality of Action Verbs in Grounded Language Understanding ↗Qiaozi Gao, Malcolm Doering, Shaohua Yang et al. · Long Papers37 citations
- Situation entity types: automatic classification of clause-level aspect ↗Annemarie Friedrich, Alexis Palmer, Manfred Pinkal · Long Papers36 citations
- Combining Natural Logic and Shallow Reasoning for Question Answering ↗Gabor Angeli, Neha Nayak Kennard, Christopher D. Manning · Long Papers35 citations
- Implicit Polarity and Implicit Aspect Recognition in Opinion Mining ↗Huan-Yuan Chen, Hsin-Hsi Chen · Short Papers35 citations
- A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data ↗Adam Trischler, Zheng Ye, Xingdi Yuan et al. · Long Papers34 citations
- Character-based Neural Machine TranslationMarta R. Costa-jussà, José A. R. Fonollosa · Short Papers34 citations · our summary
- Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks ↗Suzushi Tomori, Takashi Ninomiya, Shinsuke Mori · Short Papers34 citations
- Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields ↗Jingwei Zhuo, Yong Cao, Jun Zhu et al. · Long Papers34 citations
- Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings ↗Kazuma Hashimoto, Yoshimasa Tsuruoka · Long Papers33 citations
- How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality ↗Carlos Ramisch, Silvio Cordeiro, Leonardo Zilio et al. · Short Papers33 citations
- Intrinsic Subspace Evaluation of Word Embedding Representations ↗Yadollah Yaghoobzadeh, Hinrich Schütze · Long Papers33 citations
- Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossBarbara Plank, Anders Søgaard, Yoav Goldberg · Short Papers33 citations · our summary
- On the Similarities Between Native, Non-native and Translated Texts ↗Ella Rabinovich, Sergiu Nisioi, Noam Ordan et al. · Long Papers33 citations
- One model, two languages: training bilingual parsers with harmonized treebanks ↗David Vilares, Carlos Gómez-Rodríguez, Miguel A. Alonso · Short Papers33 citations
- A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings ↗Weihua Hu, Jun'ichi Tsujii · Short Papers32 citations
- Topic Extraction from Microblog Posts Using Conversation Structures ↗Jing Li, Ming Liao, Wei Gao et al. · Long Papers32 citations
- Word Embeddings with Limited Memory ↗Shaoshi Ling, Yangqiu Song, Dan Roth · Short Papers31 citations
- Document-level Sentiment Inference with Social, Faction, and Discourse Context ↗Eunsol Choi, Hannah Rashkin, Luke Zettlemoyer et al. · Long Papers29 citations
- GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization ↗Antoine Tixier, Konstantinos Skianis, Michalis Vazirgiannis29 citations
- Claim Synthesis via Predicate Recycling ↗Yonatan Bilu, Noam Slonim · Short Papers28 citations
- Jointly Learning to Embed and Predict with Multiple Languages ↗Daniel C. Ferreira, André F. T. Martins, Mariana S. C. Almeida · Long Papers28 citations
- Learning Structured Predictors from Bandit Feedback for Interactive NLP ↗Artem Sokolov, Julia Kreutzer, Christopher Lo et al. · Long Papers28 citations
- Neural Greedy Constituent Parsing with Dynamic Oracles ↗Maximin Coavoux, Benoît Crabbé · Long Papers28 citations
- On Approximately Searching for Similar Word Embeddings ↗Kohei Sugawara, Hayato Kobayashi, Masajiro Iwasaki · Long Papers28 citations
- pigeo: A Python Geotagging Tool ↗Afshin Rahimi, Trevor Cohn, Timothy Baldwin28 citations
- Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts ↗Veronika Vincze, Gábor Gosztolya, László Tóth et al. · Short Papers27 citations
- Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression ↗E. Dario Gutiérrez, Roger Levy, Benjamin Bergen · Long Papers27 citations
- Improved Semantic Parsers For If-Then Statements ↗I. Beltagy, Chris Quirk · Long Papers27 citations
- Machine Translation Evaluation Meets Community Question Answering ↗Francisco Guzmán, Lluís Màrquez, Preslav Nakov · Short Papers27 citations
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