ACL 2017: all accepted papers
- A Conditional Variational Framework for Dialog Generation ↗Xiaoyu Shen, Hui Su, Yanran Li et al. · Short Papers101 citations
- A Nested Attention Neural Hybrid Model for Grammatical Error Correction ↗Jianshu Ji, Qinlong Wang, Kristina Toutanova et al. · Long Papers100 citations
- Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers ↗Julien Tourille, Olivier Ferret, Aurélie Névéol et al. · Short Papers99 citations
- A Two-Stage Parsing Method for Text-Level Discourse AnalysisYizhong Wang, Sujian Li, Houfeng Wang · Short Papers98 citations · our summary
- Argument Mining with Structured SVMs and RNNsVlad Niculae, Joonsuk Park, Claire Cardie · Long Papers98 citations · our summary
- Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ↗Yixin Cao, Lifu Huang, Heng Ji et al. · Long Papers98 citations
- Multimodal Word Distributions ↗Ben Athiwaratkun, Andrew Wilson · Long Papers97 citations
- A Transition-Based Directed Acyclic Graph Parser for UCCA ↗Daniel Hershcovich, Omri Abend, Ari Rappoport · Long Papers96 citations
- Fast and Accurate Neural Word Segmentation for Chinese ↗Deng Cai, Hai Zhao, Zhisong Zhang et al. · Short Papers96 citations
- Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ↗Bingfeng Luo, Yansong Feng, Zheng Wang et al. · Long Papers94 citations
- Bootstrapping for Numerical Open IE ↗Swarnadeep Saha, Harinder Pal, Mausam · Short Papers93 citations
- Learning to Skim Text ↗Adams Wei Yu, Hongrae Lee, Quoc Le · Long Papers92 citations
- Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique ↗Shruti Rijhwani, Royal Sequiera, Monojit Choudhury et al. · Long Papers91 citations
- Sentence Embedding for Neural Machine Translation Domain Adaptation ↗Rui Wang, Andrew Finch, Masao Utiyama et al. · Short Papers90 citations
- A Neural Model for User Geolocation and Lexical Dialectology ↗Afshin Rahimi, Trevor Cohn, Timothy Baldwin · Short Papers88 citations
- Adversarial Connective-exploiting Networks for Implicit Discourse Relation ClassificationLianhui Qin, Zhisong Zhang, Hai Zhao et al. · Long Papers87 citations · our summary
- Answering Complex Questions Using Open Information ExtractionTushar Khot, Ashish Sabharwal, Peter Clark · Short Papers87 citations · our summary
- Aggregating and Predicting Sequence Labels from Crowd Annotations ↗An Thanh Nguyen, Byron Wallace, Junyi Jessy Li et al. · Long Papers85 citations
- Understanding and Predicting Empathic Behavior in Counseling Therapy ↗Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow et al. · Long Papers82 citations
- Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ↗Meng Fang, Trevor Cohn · Short Papers80 citations
- AMR-to-text Generation with Synchronous Node Replacement GrammarLinfeng Song, Xiaochang Peng, Yue Zhang et al. · Short Papers78 citations · our summary
- Multi-Task Learning of Keyphrase Boundary Classification ↗Isabelle Augenstein, Anders Søgaard · Short Papers78 citations
- Skip-Gram \ensuremath- Zipf + Uniform = Vector Additivity ↗Alex Gittens, Dimitris Achlioptas, Michael W. Mahoney · Long Papers77 citations
- The State of the Art in Semantic Representation ↗Omri Abend, Ari Rappoport · Long Papers77 citations
- Incorporating Dialectal Variability for Socially Equitable Language Identification ↗David Jurgens, Yulia Tsvetkov, Dan Jurafsky · Short Papers76 citations
- Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ↗Yasuhide Miura, Motoki Taniguchi, Tomoki Taniguchi et al. · Long Papers76 citations
- Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors ↗Xuepeng Wang, Kang Liu, Jun Zhao · Long Papers75 citations
- Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ↗John Wieting, Kevin Gimpel · Long Papers75 citations
- A Neural Local Coherence Model ↗Dat Tien Nguyen, Shafiq Joty · Long Papers74 citations
- Neural System Combination for Machine Translation ↗Long Zhou, Wenpeng Hu, Jiajun Zhang et al. · Short Papers73 citations
- Flexible and Creative Chinese Poetry Generation Using Neural Memory ↗Jiyuan Zhang, Yang Feng, Dong Wang et al. · Long Papers72 citations
- Robust Incremental Neural Semantic Graph Parsing ↗Jan Buys, Phil Blunsom · Long Papers72 citations
- Verb Physics: Relative Physical Knowledge of Actions and Objects ↗Maxwell Forbes, Yejin Choi · Long Papers72 citations
- MalwareTextDB: A Database for Annotated Malware Articles ↗Swee Kiat Lim, Aldrian Obaja Muis, Wei Lu et al. · Long Papers71 citations
- Automatically Generating Rhythmic Verse with Neural Networks ↗Jack Hopkins, Douwe Kiela · Long Papers70 citations
- Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine TranslationLotem Peled, Roi Reichart · Long Papers70 citations · our summary
- On the Equivalence of Holographic and Complex Embeddings for Link Prediction ↗Katsuhiko Hayashi, Masashi Shimbo · Short Papers68 citations
- Topically Driven Neural Language Model ↗Jey Han Lau, Timothy Baldwin, Trevor Cohn · Long Papers64 citations
- Combating Human Trafficking with Multimodal Deep Models ↗Edmund Tong, Amir Zadeh, Cara Jones et al. · Long Papers63 citations
- Domain Attention with an Ensemble of Experts ↗Young-Bum Kim, Karl Stratos, Dongchan Kim · Long Papers63 citations
- Argumentation Quality Assessment: Theory vs. Practice ↗Henning Wachsmuth, Nona Naderi, Ivan Habernal et al. · Short Papers62 citations
- Learning Structured Natural Language Representations for Semantic Parsing ↗Jianpeng Cheng, Siva Reddy, Vijay Saraswat et al. · Long Papers62 citations
- Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ↗Shuming Ma, Xu Sun, Jingjing Xu et al. · Short Papers61 citations
- Learning Character-level Compositionality with Visual Features ↗Frederick Liu, Han Lu, Chieh Lo et al. · Long Papers61 citations
- Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ↗Jiacheng Zhang, Yang Liu, Huanbo Luan et al. · Long Papers61 citations
- Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules ↗Xiaoshi Zhong, Aixin Sun, Erik Cambria · Long Papers60 citations
- Naturalizing a Programming Language via Interactive Learning ↗Sida I. Wang, Samuel Ginn, Percy Liang et al. · Long Papers59 citations
- FOIL it! Find One mismatch between Image and Language captionRavi Shekhar, Sandro Pezzelle, Yauhen Klimovich et al. · Long Papers58 citations · our summary
- Learning to Generate Market Comments from Stock Prices ↗Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa et al. · Long Papers58 citations
- Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task ↗Zheng Cai, Lifu Tu, Kevin Gimpel · Short Papers58 citations
- Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings ↗Terrence Szymanski · Short Papers58 citations
- Cross-lingual Distillation for Text Classification ↗Ruochen Xu, Yiming Yang · Long Papers57 citations
- A* CCG Parsing with a Supertag and Dependency Factored Model ↗Masashi Yoshikawa, Hiroshi Noji, Yuji Matsumoto · Long Papers54 citations
- Joint Learning for Event Coreference Resolution ↗Jing Lu, Vincent Ng · Long Papers52 citations
- Cross-lingual and cross-domain discourse segmentation of entire documents ↗Chloé Braud, Ophélie Lacroix, Anders Søgaard · Short Papers51 citations
- Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication ↗Lanbo She, Joyce Chai · Long Papers50 citations
- Deep Neural Machine Translation with Linear Associative Unit ↗Mingxuan Wang, Zhengdong Lu, Jie Zhou et al. · Long Papers49 citations
- Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ↗Nedelina Teneva, Weiwei Cheng · Short Papers48 citations
- Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ↗Chunting Zhou, Graham Neubig · Long Papers46 citations
- Probabilistic Typology: Deep Generative Models of Vowel Inventories ↗Ryan Cotterell, Jason Eisner · Long Papers46 citations
- Adversarial Adaptation of Synthetic or Stale Data ↗Young-Bum Kim, Karl Stratos, Dongchan Kim · Long Papers45 citations
- Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks ↗Abhisek Chakrabarty, Onkar Arun Pandit, Utpal Garain · Long Papers45 citations
- Found in Translation: Reconstructing Phylogenetic Language Trees from Translations ↗Ella Rabinovich, Noam Ordan, Shuly Wintner · Long Papers45 citations
- Neural Architectures for Multilingual Semantic Parsing ↗Raymond Hendy Susanto, Wei Lu · Short Papers42 citations
- One-Shot Neural Cross-Lingual Transfer for Paradigm Completion ↗Katharina Kann, Ryan Cotterell, Hinrich Schütze · Long Papers41 citations
- Demographic Inference on Twitter using Recursive Neural Networks ↗Sunghwan Mac Kim, Qiongkai Xu, Lizhen Qu et al. · Short Papers40 citations
- EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text ↗Claudio Delli Bovi, Jose Camacho-Collados, Alessandro Raganato et al. · Short Papers40 citations
- From Characters to Words to in Between: Do We Capture Morphology? ↗Clara Vania, Adam Lopez · Long Papers40 citations
- A Corpus of Annotated Revisions for Studying Argumentative Writing ↗Fan Zhang, Homa B. Hashemi, Rebecca Hwa et al. · Long Papers39 citations
- Jointly Extracting Relations with Class Ties via Effective Deep Ranking ↗Hai Ye, Wenhan Chao, Zhunchen Luo et al. · Long Papers39 citations
- Translating Neuralese ↗Jacob Andreas, Anca Dragan, Dan Klein · Long Papers39 citations
- Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains ↗Liangguo Wang, Jing Jiang, Hai Leong Chieu et al. · Long Papers38 citations
- Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules ↗Ivan Vulić, Nikola Mrkšić, Roi Reichart et al. · Long Papers38 citations
- Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning ↗Prashanth Vijayaraghavan, Soroush Vosoughi, Deb Roy · Short Papers38 citations
- Chat Detection in an Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems ↗Satoshi Akasaki, Nobuhiro Kaji · Long Papers37 citations
- Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts ↗Leandro Santos, Edilson Anselmo Corrêa Júnior, Osvaldo Oliveira Jr et al. · Long Papers37 citations
- Neural Joint Model for Transition-based Chinese Syntactic Analysis ↗Shuhei Kurita, Daisuke Kawahara, Sadao Kurohashi · Long Papers37 citations
- Recognizing Counterfactual Thinking in Social Media Texts ↗Youngseo Son, Anneke Buffone, Joe Raso et al. · Short Papers37 citations
- Integrating Deep Linguistic Features in Factuality Prediction over Unified DatasetsGabriel Stanovsky, Judith Eckle-Kohler, Yevgeniy Puzikov et al. · Short Papers36 citations · our summary
- Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ↗Julia Kreutzer, Artem Sokolov, Stefan Riezler · Long Papers35 citations
- Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback ↗Avinesh P.V.S, Christian M. Meyer · Long Papers35 citations
- Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks ↗William Foland, James H. Martin · Long Papers34 citations
- Differentiable Scheduled Sampling for Credit Assignment ↗Kartik Goyal, Chris Dyer, Taylor Berg-Kirkpatrick · Short Papers34 citations
- Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ↗Daniel Fried, Mitchell Stern, Dan Klein · Short Papers34 citations
- Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation ↗Jinchao Zhang, Mingxuan Wang, Qun Liu et al. · Long Papers34 citations
- Methodical Evaluation of Arabic Word Embeddings ↗Mohammed Elrazzaz, Shady Elbassuoni, Khaled Shaban et al. · Short Papers34 citations
- Alignment at Work: Using Language to Distinguish the Internalization and Self-Regulation Components of Cultural Fit in Organizations ↗Gabriel Doyle, Amir Goldberg, Sameer Srivastava et al. · Long Papers33 citations
- Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability ↗Saku Sugawara, Yusuke Kido, Hikaru Yokono et al. · Long Papers33 citations
- Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ↗Kazuya Kawakami, Chris Dyer, Phil Blunsom · Long Papers33 citations
- Leveraging Behavioral and Social Information for Weakly Supervised Collective Classification of Political Discourse on Twitter ↗Kristen Johnson, Di Jin, Dan Goldwasser · Long Papers32 citations
- Learning attention for historical text normalization by learning to pronounceMarcel Bollmann, Joachim Bingel, Anders Søgaard · Long Papers31 citations · our summary
- Lexical Features in Coreference Resolution: To be Used With CautionNafise Sadat Moosavi, Michael Strube · Short Papers31 citations · our summary
- Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling ↗Jeffrey Lund, Connor Cook, Kevin Seppi et al. · Long Papers31 citations
- Attention Strategies for Multi-Source Sequence-to-Sequence LearningJindřich Libovický, Jindřich Helcl · Short Papers30 citations · our summary
- Watset: Automatic Induction of Synsets from a Graph of Synonyms ↗Dmitry Ustalov, Alexander Panchenko, Chris Biemann · Long Papers30 citations
- Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model ↗Paria Jamshid Lou, Mark Johnson · Short Papers29 citations
- Incorporating Uncertainty into Deep Learning for Spoken Language Assessment ↗Andrey Malinin, Anton Ragni, Kate Knill et al. · Short Papers29 citations
- Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ↗Zhe Gan, Chunyuan Li, Changyou Chen et al. · Long Papers29 citations
- Detecting annotation noise in automatically labelled data ↗Ines Rehbein, Josef Ruppenhofer · Long Papers28 citations
- On the Challenges of Translating NLP Research into Commercial Products ↗Daniel Dahlmeier · Short Papers28 citations
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