NAACL 2019: all accepted papers
- Short-Term Meaning Shift: A Distributional Exploration ↗Marco Del Tredici, Raquel Fernández, Gemma Boleda77 citations
- Structural Neural Encoders for AMR-to-text Generation ↗Marco Damonte, Shay B. Cohen76 citations
- Evaluating Style Transfer for TextRemi Mir, Bjarke Felbo, Nick Obradovich et al.72 citations · our summary
- Polyglot Contextual Representations Improve Crosslingual Transfer ↗Phoebe Mulcaire, Jungo Kasai, Noah A. Smith72 citations
- A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations ↗Mingda Chen, Qingming Tang, Sam Wiseman et al.70 citations
- Code-Switching for Enhancing NMT with Pre-Specified Translation ↗Kai Song, Yue Zhang, Heng Yu et al.68 citations
- Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms ↗Diyi Yang, Jiaao Chen, Zichao Yang et al.68 citations
- Incorporating Emoji Descriptions Improves Tweet Classification ↗Abhishek Singh, Eduardo Blanco, Wei Jin67 citations
- Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications ↗Pouya Pezeshkpour, Yifan Tian, Sameer Singh67 citations
- Massively Multilingual Adversarial Speech Recognition ↗Oliver Adams, Matthew Wiesner, Shinji Watanabe et al.67 citations
- Topic-Guided Variational Auto-Encoder for Text Generation ↗Wenlin Wang, Zhe Gan, Hongteng Xu et al.65 citations
- Correlation Coefficients and Semantic Textual Similarity ↗Vitalii Zhelezniak, Aleksandar Savkov, April Shen et al.64 citations
- Learning to Denoise Distantly-Labeled Data for Entity Typing ↗Yasumasa Onoe, Greg Durrett63 citations
- A Robust Abstractive System for Cross-Lingual Summarization ↗Jessica Ouyang, Boya Song, Kathy McKeown61 citations
- Box of Lies: Multimodal Deception Detection in Dialogues ↗Felix Soldner, Verónica Pérez-Rosas, Rada Mihalcea61 citations
- Reinforcement Learning based Curriculum Optimization for Neural Machine Translation ↗Gaurav Kumar, George Foster, Colin Cherry et al.61 citations
- Viable Dependency Parsing as Sequence Labeling ↗Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez61 citations
- Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory ↗Deng Cai, Yan Wang, Wei Bi et al.60 citations
- Consistency by Agreement in Zero-Shot Neural Machine Translation ↗Maruan Al-Shedivat, Ankur Parikh59 citations
- Shifting the Baseline: Single Modality Performance on Visual Navigation & QA ↗Jesse Thomason, Daniel Gordon, Yonatan Bisk59 citations
- Improving Robustness of Machine Translation with Synthetic Noise ↗Vaibhav, Sumeet Singh, Craig Stewart et al.58 citations
- Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media ↗Ramy Baly, Georgi Karadzhov, Abdelrhman Saleh et al.57 citations
- Structural Supervision Improves Learning of Non-Local Grammatical Dependencies ↗Ethan Wilcox, Peng Qian, Richard Futrell et al.57 citations
- Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations ↗Meishan Zhang, Zhenghua Li, Guohong Fu et al.57 citations
- A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC ↗Mark Yatskar56 citations
- Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing ↗Wenhan Xiong, Jiawei Wu, Deren Lei et al.56 citations
- Pun Generation with Surprise ↗He He, Nanyun Peng, Percy Liang55 citations
- Question Answering by Reasoning Across Documents with Graph Convolutional NetworksNicola De Cao, Wilker Aziz, Ivan Titov55 citations · our summary
- An annotated dataset of literary entitiesDavid Bamman, Sejal Popat, Sheng Shen54 citations · our summary
- Biomedical Event Extraction based on Knowledge-driven Tree-LSTM ↗Diya Li, Lifu Huang, Heng Ji et al.54 citations
- Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification ↗Reno Kriz, João Sedoc, Marianna Apidianaki et al.54 citations
- Misspelling Oblivious Word Embeddings ↗Aleksandra Piktus, Necati Bora Edizel, Piotr Bojanowski et al.54 citations
- Something's Brewing! Early Prediction of Controversy-causing Posts from Discussion Features ↗Jack Hessel, Lillian Lee54 citations
- Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation ↗Seraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng53 citations
- An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction ↗Wang Chen, Hou Pong Chan, Piji Li et al.52 citations
- ExCL: Extractive Clip Localization Using Natural Language Descriptions ↗Soham Ghosh, Anuva Agarwal, Zarana Parekh et al.52 citations
- HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition ↗Wenxiang Jiao, Haiqin Yang, Irwin King et al.51 citations
- SEQ\textasciicircum3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression ↗Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas et al.51 citations
- “President Vows to Cut \ensuremath<Taxes\ensuremath> Hair”: Dataset and Analysis of Creative Text Editing for Humorous Headlines ↗Nabil Hossain, John Krumm, Michael Gamon51 citations
- Subword Encoding in Lattice LSTM for Chinese Word Segmentation ↗Jie Yang, Yue Zhang, Shuailong Liang50 citations
- A Large-Scale Comparison of Historical Text Normalization SystemsMarcel Bollmann49 citations · our summary
- Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation ↗Ori Shapira, David Gabay, Yang Gao et al.49 citations
- GraphIE: A Graph-Based Framework for Information Extraction ↗Yujie Qian, Enrico Santus, Zhijing Jin et al.49 citations
- Left-to-Right Dependency Parsing with Pointer Networks ↗Daniel Fernández-González, Carlos Gómez-Rodríguez49 citations
- Adversarial Category Alignment Network for Cross-domain Sentiment Classification ↗Xiaoye Qu, Zhikang Zou, Yu Cheng et al.47 citations
- White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks ↗Yotam Gil, Yoav Chai, Or Gorodissky et al.47 citations
- Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent ↗Minhao Cheng, Wei Wei, Cho-Jui Hsieh46 citations
- Event Detection without Triggers ↗Shulin Liu, Yang Li, Feng Zhang et al.45 citations
- Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas et al.45 citations · our summary
- pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference ↗Mandar Joshi, Eunsol Choi, Omer Levy et al.45 citations
- A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric InterpretationMassimo Poesio, Jon Chamberlain, Silviu Paun et al.44 citations · our summary
- Description-Based Zero-shot Fine-Grained Entity Typing ↗Rasha Obeidat, Xiaoli Fern, Hamed Shahbazi et al.44 citations
- Hierarchical User and Item Representation with Three-Tier Attention for Recommendation ↗Chuhan Wu, Fangzhao Wu, Junxin Liu et al.44 citations
- Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data ↗Yin Jou Huang, Jing Lu, Sadao Kurohashi et al.44 citations
- Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat ↗Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner et al.43 citations
- Learning to Describe Unknown Phrases with Local and Global Contexts ↗Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga et al.43 citations
- Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension ↗Yichong Xu, Xiaodong Liu, Yelong Shen et al.43 citations
- Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media ↗Shi Zong, Alan Ritter, Graham Mueller et al.42 citations
- ChatEval: A Tool for Chatbot Evaluation ↗João Sedoc, Daphne Ippolito, Arun Kirubarajan et al.42 citations
- Dialogue Act Classification with Context-Aware Self-AttentionVipul Raheja, Joel Tetreault42 citations · our summary
- Neural Text Normalization with Subword Units ↗Courtney Mansfield, Ming Sun, Yuzong Liu et al. · Human Language Technologies, Volume 2 (Industry Papers42 citations
- Repurposing Entailment for Multi-Hop Question Answering Tasks ↗Harsh Trivedi, Heeyoung Kwon, Tushar Khot et al.42 citations
- Scaling Multi-Domain Dialogue State Tracking via Query Reformulation ↗Pushpendre Rastogi, Arpit Gupta, Tongfei Chen et al. · Human Language Technologies, Volume 2 (Industry Papers42 citations
- Text Generation with Exemplar-based Adaptive Decoding ↗Hao Peng, Ankur Parikh, Manaal Faruqui et al.42 citations
- Does My Rebuttal Matter? Insights from a Major NLP Conference ↗Yang Gao, Steffen Eger, Ilia Kuznetsov et al.41 citations
- Generating Token-Level Explanations for Natural Language Inference ↗James Thorne, Andreas Vlachos, Christos Christodoulopoulos et al.41 citations
- Iterative Search for Weakly Supervised Semantic Parsing ↗Pradeep Dasigi, Matt Gardner, Shikhar Murty et al.41 citations
- Adversarial Decomposition of Text Representation ↗Alexey Romanov, Anna Rumshisky, Anna Rogers et al.40 citations
- Continual Learning for Sentence Representations Using Conceptors ↗Tianlin Liu, Lyle Ungar, João Sedoc40 citations
- CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition ↗Yuying Zhu, Guoxin Wang39 citations
- Tweet Stance Detection Using an Attention based Neural Ensemble ModelUmme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono39 citations · our summary
- Information Aggregation for Multi-Head Attention with Routing-by-Agreement ↗Jian Li, Baosong Yang, Zi-Yi Dou et al.38 citations
- Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages ↗Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya37 citations
- Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages ↗Shauli Ravfogel, Yoav Goldberg, Tal Linzen37 citations
- Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts ↗Timo Schick, Hinrich Schütze36 citations
- Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation ↗Jiawei Wu, Xin Wang, William Yang Wang36 citations
- FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase ↗Kelvin Jiang, Dekun Wu, Hui Jiang36 citations
- Guiding Extractive Summarization with Question-Answering Rewards ↗Kristjan Arumae, Fei Liu36 citations
- Context-Aware Cross-Lingual Mapping ↗Hanan Aldarmaki, Mona Diab35 citations
- Cooperative Learning of Disjoint Syntax and Semantics ↗Serhii Havrylov, Germán Kruszewski, Armand Joulin35 citations
- Improving Domain Adaptation Translation with Domain Invariant and Specific Information ↗Shuhao Gu, Yang Feng, Qun Liu35 citations
- Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition ↗Angli Liu, Jingfei Du, Veselin Stoyanov35 citations
- Unsupervised Dialog Structure Learning ↗Weiyan Shi, Tiancheng Zhao, Zhou Yu35 citations
- Answer-based Adversarial Training for Generating Clarification Questions ↗Sudha Rao, Hal Daumé III34 citations
- Incorporating Context and External Knowledge for Pronoun Coreference ResolutionHongming Zhang, Yan Song, Yangqiu Song34 citations · our summary
- Mining Discourse Markers for Unsupervised Sentence Representation LearningDamien Sileo, Tim Van De Cruys, Camille Pradel et al.34 citations · our summary
- Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs ↗Debjit Paul, Anette Frank34 citations
- Using Similarity Measures to Select Pretraining Data for NER ↗Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.34 citations
- Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features ↗Wei Yang, Luchen Tan, Chunwei Lu et al. · Human Language Technologies, Volume 2 (Industry Papers33 citations
- Evaluating Rewards for Question Generation Models ↗Tom Hosking, Sebastian Riedel33 citations
- Online Distilling from Checkpoints for Neural Machine Translation ↗Hao-Ran Wei, Shujian Huang, Ran Wang et al.33 citations
- Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training ↗Tasnim Mohiuddin, Shafiq Joty33 citations
- Better Word Embeddings by Disentangling Contextual n-Gram Information ↗Prakhar Gupta, Matteo Pagliardini, Martin Jaggi32 citations
- Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction ↗Peng Xu, Denilson Barbosa32 citations
- Fixed That for You: Generating Contrastive Claims with Semantic Edits ↗Christopher Hidey, Kathy McKeown32 citations
- Microblog Hashtag Generation via Encoding Conversation Contexts ↗Yue Wang, Jing Li, Irwin King et al.32 citations
- Outlier Detection for Improved Data Quality and Diversity in Dialog Systems ↗Stefan Larson, Anish Mahendran, Andrew Lee et al.32 citations
- Abusive Language Detection with Graph Convolutional Networks ↗Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis et al.31 citations
- An Effective Label Noise Model for DNN Text Classification ↗Ishan Jindal, Daniel Pressel, Brian Lester et al.31 citations
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