EMNLP 2019: all accepted papers
- You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP ↗Marco Del Tredici, Diego Marcheggiani, Sabine Schulte im Walde et al.27 citations
- A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature ↗He Zhao, Zhunchen Luo, Chong Feng et al.26 citations
- An End-to-End Generative Architecture for Paraphrase Generation ↗Qian Yang, Zhouyuan Huo, Dinghan Shen et al.26 citations
- Context-Aware Conversation Thread Detection in Multi-Party Chat ↗Ming Tan, Dakuo Wang, Yupeng Gao et al.26 citations
- Coupling Global and Local Context for Unsupervised Aspect Extraction ↗Ming Liao, Jing Li, Haisong Zhang et al.26 citations
- Denoising based Sequence-to-Sequence Pre-training for Text Generation ↗Liang Wang, Wei Zhao, Ruoyu Jia et al.26 citations
- Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension ↗Todor Mihaylov, Anette Frank26 citations
- Enhancing Neural Data-To-Text Generation Models with External Background Knowledge ↗Shuang Chen, Jinpeng Wang, Xiaocheng Feng et al.26 citations
- Improving Relation Extraction with Knowledge-attention ↗Pengfei Li, Kezhi Mao, Xuefeng Yang et al.26 citations
- Learning to Infer Entities, Properties and their Relations from Clinical Conversations ↗Nan Du, Mingqiu Wang, Linh Tran et al.26 citations
- Learning to Update Knowledge Graphs by Reading News ↗Jizhi Tang, Yansong Feng, Dongyan Zhao26 citations
- News2vec: News Network Embedding with Subnode Information ↗Ye Ma, Lu Zong, Yikang Yang et al.26 citations
- Towards Controllable and Personalized Review Generation ↗Pan Li, Alexander Tuzhilin26 citations
- What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesXintong Yu, Hongming Zhang, Yangqiu Song et al.26 citations · our summary
- WikiCREM: A Large Unsupervised Corpus for Coreference ResolutionVid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu et al.26 citations · our summary
- A Discriminative Neural Model for Cross-Lingual Word Alignment ↗Elias Stengel-Eskin, Tzu-ray Su, Matt Post et al.25 citations
- GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level ↗Zixian Huang, Yulin Shen, Xiao Li et al.25 citations
- Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training ↗Hila Gonen, Yoav Goldberg25 citations
- Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training ↗Chih-Te Lai, Yi-Te Hong, Hong-You Chen et al.25 citations
- One Model to Learn Both: Zero Pronoun Prediction and TranslationLongyue Wang, Zhaopeng Tu, Xing Wang et al.25 citations · our summary
- Text2Math: End-to-end Parsing Text into Math Expressions ↗Yanyan Zou, Wei Lu25 citations
- Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information ↗Byungkook Oh, Seungmin Seo, Cheolheon Shin et al.25 citations
- Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings ↗Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos et al.25 citations
- Auditing Deep Learning processes through Kernel-based Explanatory Models ↗Danilo Croce, Daniele Rossini, Roberto Basili24 citations
- Dialog Intent Induction with Deep Multi-View Clustering ↗Hugh Perkins, Yi Yang24 citations
- Handling Syntactic Divergence in Low-resource Machine TranslationChunting Zhou, Xuezhe Ma, Junjie Hu et al.24 citations · our summary
- Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning ↗Jingjing Wang, Changlong Sun, Shoushan Li et al.24 citations
- Improving Fine-grained Entity Typing with Entity Linking ↗Hongliang Dai, Donghong Du, Xin Li et al.24 citations
- Learning Explicit and Implicit Structures for Targeted Sentiment Analysis ↗Hao Li, Wei Lu24 citations
- Predicting Discourse Structure using Distant Supervision from SentimentPatrick Huber, Giuseppe Carenini24 citations · our summary
- Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation ↗Ze Yang, Can Xu, Wei Wu et al.24 citations
- Asynchronous Deep Interaction Network for Natural Language Inference ↗Di Liang, Fubao Zhang, Qi Zhang et al.23 citations
- Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization ↗Taehee Jung, Dongyeop Kang, Lucas Mentch et al.23 citations
- Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis ↗Twin Karmakharm, Nikolaos Aletras, Kalina Bontcheva · System Demonstrations23 citations
- PRADO: Projection Attention Networks for Document Classification On-Device ↗Prabhu Kaliamoorthi, Sujith Ravi, Zornitsa Kozareva23 citations
- Pun-GAN: Generative Adversarial Network for Pun Generation ↗Fuli Luo, Shunyao Li, Pengcheng Yang et al.23 citations
- QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization ↗Yi-Ting Yeh, Yun-Nung Chen23 citations
- Recursive Context-Aware Lexical Simplification ↗Sian Gooding, Ekaterina Kochmar23 citations
- Select and Attend: Towards Controllable Content Selection in Text Generation ↗Xiaoyu Shen, Jun Suzuki, Kentaro Inui et al.23 citations
- Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation ↗Zhangming Chan, Xiuying Chen, Yongliang Wang et al.23 citations
- Text-based inference of moral sentiment change ↗Jing Yi Xie, Renato Ferreira Pinto Junior, Graeme Hirst et al.23 citations
- The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization ↗Simeng Sun, Ani Nenkova23 citations
- Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization ↗Guanlin Li, Lemao Liu, Guoping Huang et al.23 citations
- Variational Hierarchical User-based Conversation Model ↗JinYeong Bak, Alice Oh23 citations
- What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering ↗Tushar Khot, Ashish Sabharwal, Peter Clark23 citations
- YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension ↗Weiying Wang, Yongcheng Wang, Shizhe Chen et al.23 citations
- A Deep Factorization of Style and Structure in Fonts ↗Nikita Srivatsan, Jonathan Barron, Dan Klein et al.22 citations
- A Progressive Model to Enable Continual Learning for Semantic Slot Filling ↗Yilin Shen, Xiangyu Zeng, Hongxia Jin22 citations
- Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation ↗Weichao Wang, Shi Feng, Daling Wang et al.22 citations
- Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation ↗Rocco Tripodi, Roberto Navigli22 citations
- Generating Classical Chinese Poems from Vernacular Chinese ↗Zhichao Yang, Pengshan Cai, Yansong Feng et al.22 citations
- Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction ↗Qinyuan Ye, Liyuan Liu, Maosen Zhang et al.22 citations
- Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing ↗Taiki Watanabe, Akihiro Tamura, Takashi Ninomiya et al.22 citations
- PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space ↗Omer Anjum, Hongyu Gong, Suma Bhat et al.22 citations
- Representation Learning with Ordered Relation Paths for Knowledge Graph Completion ↗Yao Zhu, Hongzhi Liu, Zhonghai Wu et al.22 citations
- Semantic graph parsing with recurrent neural network DAG grammars ↗Federico Fancellu, Sorcha Gilroy, Adam Lopez et al.22 citations
- Semi-Supervised Semantic Role Labeling with Cross-View Training ↗Rui Cai, Mirella Lapata22 citations
- SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence ↗Jun-U Park, Sang-Ki Ko, Marco Cognetta et al.22 citations
- Speculative Beam Search for Simultaneous Translation ↗Renjie Zheng, Mingbo Ma, Baigong Zheng et al.22 citations
- Toward a Task of Feedback Comment Generation for Writing Learning ↗Ryo Nagata22 citations
- Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents ↗Jack Hessel, Lillian Lee, David Mimno22 citations
- Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification ↗Mengting Hu, Yike Wu, Shiwan Zhao et al.21 citations
- Exploring Human Gender Stereotypes with Word Association Test ↗Yupei Du, Yuanbin Wu, Man Lan21 citations
- Finding Generalizable Evidence by Learning to Convince Q&A Models ↗Ethan Perez, Siddharth Karamcheti, Rob Fergus et al.21 citations
- Gunrock: A Social Bot for Complex and Engaging Long Conversations ↗Dian Yu, Michelle Cohn, Yi Mang Yang et al. · System Demonstrations21 citations
- Label Embedding using Hierarchical Structure of Labels for Twitter Classification ↗Taro Miyazaki, Kiminobu Makino, Yuka Takei et al.21 citations
- Neural Generative Rhetorical Structure ParsingAmandla Mabona, Laura Rimell, Stephen Clark et al.21 citations · our summary
- Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog ↗Panupong Pasupat, Sonal Gupta, Karishma Mandyam et al.21 citations
- Subtopic-driven Multi-Document Summarization ↗Xin Zheng, Aixin Sun, Jing Li et al.21 citations
- Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing ↗Tao Meng, Nanyun Peng, Kai-Wei Chang21 citations
- A deep-learning framework to detect sarcasm targetsJasabanta Patro, Srijan Bansal, Animesh Mukherjee20 citations · our summary
- Data-Anonymous Encoding for Text-to-SQL Generation ↗Zhen Dong, Shizhao Sun, Hongzhi Liu et al.20 citations
- Document Hashing with Mixture-Prior Generative Models ↗Wei Dong, Qinliang Su, Dinghan Shen et al.20 citations
- Encoders Help You Disambiguate Word Senses in Neural Machine Translation ↗Gongbo Tang, Rico Sennrich, Joakim Nivre20 citations
- Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss ↗Cao Liu, Kang Liu, Shizhu He et al.20 citations
- Interpretable Word Embeddings via Informative Priors ↗Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson20 citations
- LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification ↗Jingjing Xu, Liang Zhao, Hanqi Yan et al.20 citations
- Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations ↗Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann20 citations
- On Efficient Retrieval of Top Similarity Vectors ↗Shulong Tan, Zhixin Zhou, Zhaozhuo Xu et al.20 citations
- Quantifying the Semantic Core of Gender Systems ↗Adina Williams, Damian Blasi, Lawrence Wolf-Sonkin et al.20 citations
- Recurrent Positional Embedding for Neural Machine Translation ↗Kehai Chen, Rui Wang, Masao Utiyama et al.20 citations
- Retrofitting Contextualized Word Embeddings with Paraphrases ↗Weijia Shi, Muhao Chen, Pei Zhou et al.20 citations
- Semantic Role Labeling with Iterative Structure Refinement ↗Chunchuan Lyu, Shay B. Cohen, Ivan Titov20 citations
- Unsupervised Context Rewriting for Open Domain Conversation ↗Kun Zhou, Kai Zhang, Yu Wu et al.20 citations
- Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks ↗Xinchi Chen, Chunchuan Lyu, Ivan Titov19 citations
- Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering ↗Soravit Changpinyo, Bo Pang, Piyush Sharma et al.19 citations
- Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification ↗Chunning Du, Haifeng Sun, Jingyu Wang et al.19 citations
- Learning Invariant Representations of Social Media Users ↗Nicholas Andrews, Marcus Bishop19 citations
- Learning to Bootstrap for Entity Set Expansion ↗Lingyong Yan, Xianpei Han, Le Sun et al.19 citations
- Leveraging Medical Literature for Section Prediction in Electronic Health Records ↗Sara Rosenthal, Ken Barker, Zhicheng Liang19 citations
- On the Importance of Delexicalization for Fact Verification ↗Sandeep Suntwal, Mithun Paul, Rebecca Sharp et al.19 citations
- REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning ↗Ming Jiang, Junjie Hu, Qiuyuan Huang et al.19 citations
- Sequential Learning of Convolutional Features for Effective Text Classification ↗Avinash Madasu, Vijjini Anvesh Rao19 citations
- Task-Oriented Conversation Generation Using Heterogeneous Memory Networks ↗Zehao Lin, Xinjing Huang, Feng Ji et al.19 citations
- Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach ↗Zhenjie Zhao, Xiaojuan Ma19 citations
- A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability ↗Weiwei Yang, Jordan Boyd-Graber, Philip Resnik18 citations
- A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features ↗Hongyin Tang, Miao Li, Beihong Jin18 citations
- Cross-lingual Semantic Specialization via Lexical Relation Induction ↗Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš et al.18 citations
- Identifying Predictive Causal Factors from News Streams ↗Ananth Balashankar, Sunandan Chakraborty, Samuel Fraiberger et al.18 citations
- Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation ↗Cristina Garbacea, Samuel Carton, Shiyan Yan et al.18 citations
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