EMNLP 2019: all accepted papers
- Restoring ancient text using deep learning: a case study on Greek epigraphy ↗Yannis Assael, Thea Sommerschield, Jonathan Prag66 citations
- Self-Attention with Structural Position Representations ↗Xing Wang, Zhaopeng Tu, Longyue Wang et al.66 citations
- Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling ↗Jinfeng Rao, Linqing Liu, Yi Tay et al.65 citations
- Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages ↗Yunsu Kim, Petre Petrov, Pavel Petrushkov et al.65 citations
- Simpler and Faster Learning of Adaptive Policies for Simultaneous TranslationBaigong Zheng, Renjie Zheng, Mingbo Ma et al.65 citations · our summary
- Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data ↗Ruidong Wu, Yuan Yao, Xu Han et al.64 citations
- QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions ↗Oyvind Tafjord, Matt Gardner, Kevin Lin et al.64 citations
- Vecalign: Improved Sentence Alignment in Linear Time and SpaceBrian Thompson, Philipp Koehn64 citations · our summary
- A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis ↗Chuang Fan, Hongyu Yan, Jiachen Du et al.63 citations
- Event Representation Learning Enhanced with External Commonsense Knowledge ↗Xiao Ding, Kuo Liao, Ting Liu et al.63 citations
- Multi-label Categorization of Accounts of Sexism using a Neural Framework ↗Pulkit Parikh, Harika Abburi, Pinkesh Badjatiya et al.63 citations
- Using Clinical Notes with Time Series Data for ICU Management ↗Swaraj Khadanga, Karan Aggarwal, Shafiq Joty et al.63 citations
- Visual Detection with Context for Document Layout Analysis ↗Carlos Soto, Shinjae Yoo63 citations
- Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning ↗Heng Wang, Shuangyin Li, Rong Pan et al.62 citations
- Modelling the interplay of metaphor and emotion through multitask learning ↗Verna Dankers, Marek Rei, Martha Lewis et al.62 citations
- CaRB: A Crowdsourced Benchmark for Open IE ↗Sangnie Bhardwaj, Samarth Aggarwal, Mausam61 citations
- Learning Dynamic Context Augmentation for Global Entity Linking ↗Xiyuan Yang, Xiaotao Gu, Sheng Lin et al.61 citations
- Specializing Word Embeddings (for Parsing) by Information Bottleneck ↗Xiang Lisa Li, Jason Eisner · 🏆 Best Paper61 citations
- Automatic Argument Quality Assessment - New Datasets and MethodsAssaf Toledo, Shai Gretz, Edo Cohen-Karlik et al.60 citations · our summary
- Event Detection with Trigger-Aware Lattice Neural Network ↗Ning Ding, Ziran Li, Zhiyuan Liu et al.60 citations
- Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer ↗Yunli Wang, Yu Wu, Lili Mou et al.60 citations
- Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation ↗Xin Tan, Longyin Zhang, Deyi Xiong et al.60 citations
- Human-grounded Evaluations of Explanation Methods for Text Classification ↗Piyawat Lertvittayakumjorn, Francesca Toni60 citations
- Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study ↗Ziyu Yao, Yu Su, Huan Sun et al.60 citations
- A Pilot Study for Chinese SQL Semantic Parsing ↗Qingkai Min, Yuefeng Shi, Yue Zhang59 citations
- Open Domain Web Keyphrase Extraction Beyond Language Modeling ↗Lee Xiong, Chuan Hu, Chenyan Xiong et al.58 citations
- TIGEr: Text-to-Image Grounding for Image Caption Evaluation ↗Ming Jiang, Qiuyuan Huang, Lei Zhang et al.58 citations
- Countering Language Drift via Visual Grounding ↗Jason Lee, Kyunghyun Cho, Douwe Kiela57 citations
- Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection ↗Lianwei Wu, Yuan Rao, Haolin Jin et al.57 citations
- Enhancing AMR-to-Text Generation with Dual Graph Representations ↗Leonardo F. R. Ribeiro, Claire Gardent, Iryna Gurevych57 citations
- Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks ↗Hailong Jin, Lei Hou, Juanzi Li et al.57 citations
- Fine-tune BERT with Sparse Self-Attention Mechanism ↗Baiyun Cui, Yingming Li, Ming Chen et al.57 citations
- Let's Ask Again: Refine Network for Automatic Question Generation ↗Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra et al.57 citations
- A Logic-Driven Framework for Consistency of Neural Models ↗Tao Li, Vivek Gupta, Maitrey Mehta et al.56 citations
- An Entity-Driven Framework for Abstractive Summarization ↗Eva Sharma, Luyang Huang, Zhe Hu et al.56 citations
- Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever ↗Libo Qin, Yijia Liu, Wanxiang Che et al.56 citations
- Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited ↗Artur Kulmizev, Miryam de Lhoneux, Johannes Gontrum et al.55 citations
- Executing Instructions in Situated Collaborative Interactions ↗Alane Suhr, Claudia Yan, Charlotte Schluger et al.55 citations
- Hint-Based Training for Non-Autoregressive Machine Translation ↗Zhuohan Li, Zi Lin, Di He et al.55 citations
- Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework ↗Deng Cai, Yan Wang, Wei Bi et al.55 citations
- Exploiting Monolingual Data at Scale for Neural Machine TranslationLijun Wu, Yiren Wang, Yingce Xia et al.54 citations · our summary
- Improving Distantly-Supervised Relation Extraction with Joint Label Embedding ↗Linmei Hu, Luhao Zhang, Chuan Shi et al.54 citations
- Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning ↗Yichen Jiang, Mohit Bansal54 citations
- A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text ↗Bohan Li, Junxian He, Graham Neubig et al.53 citations
- Contrastive Attention Mechanism for Abstractive Sentence Summarization ↗Xiangyu Duan, Hongfei Yu, Mingming Yin et al.53 citations
- Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network ↗Shuqing Bian, Wayne Xin Zhao, Yang Song et al.53 citations
- INMT: Interactive Neural Machine Translation Prediction ↗Sebastin Santy, Sandipan Dandapat, Monojit Choudhury et al. · System Demonstrations53 citations
- Mixture Content Selection for Diverse Sequence Generation ↗Jaemin Cho, Minjoon Seo, Hannaneh Hajishirzi53 citations
- Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) ↗Heng Gong, Xiaocheng Feng, Bing Qin et al.53 citations
- A Summarization System for Scientific Documents ↗Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat et al. · System Demonstrations52 citations
- Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation ↗Raj Dabre, Atsushi Fujita, Chenhui Chu52 citations
- Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation ↗Arijit Ray, Karan Sikka, Ajay Divakaran et al.52 citations
- A Hierarchical Location Prediction Neural Network for Twitter User Geolocation ↗Binxuan Huang, Kathleen Carley51 citations
- A Unified Neural Coherence Model ↗Han Cheol Moon, Tasnim Mohiuddin, Shafiq Joty et al.51 citations
- Collaborative Policy Learning for Open Knowledge Graph Reasoning ↗Cong Fu, Tong Chen, Meng Qu et al.51 citations
- Improving Neural Story Generation by Targeted Common Sense Grounding ↗Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian McAuley et al.51 citations
- Adversarial Domain Adaptation for Machine Reading Comprehension ↗Huazheng Wang, Zhe Gan, Xiaodong Liu et al.50 citations
- Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration ↗Zhufeng Pan, Kun Bai, Yan Wang et al.50 citations
- Improving Question Generation With to the Point Context ↗Jingjing Li, Yifan Gao, Lidong Bing et al.50 citations
- Learning with Noisy Labels for Sentence-level Sentiment Classification ↗Hao Wang, Bing Liu, Chaozhuo Li et al.50 citations
- SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations ↗Marco Maru, Federico Scozzafava, Federico Martelli et al.50 citations
- Domain Adaptive Text Style Transfer ↗Dianqi Li, Yizhe Zhang, Zhe Gan et al.49 citations
- Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph ↗Xinzhu Lin, Xiahui He, Qin Chen et al.49 citations
- Implicit Deep Latent Variable Models for Text Generation ↗Le Fang, Chunyuan Li, Jianfeng Gao et al.49 citations
- Movie Plot Analysis via Turning Point Identification ↗Pinelopi Papalampidi, Frank Keller, Mirella Lapata49 citations
- Multi-Granularity Self-Attention for Neural Machine Translation ↗Jie Hao, Xing Wang, Shuming Shi et al.49 citations
- Simple and Effective Noisy Channel Modeling for Neural Machine TranslationKyra Yee, Yann Dauphin, Michael Auli49 citations · our summary
- A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages ↗Clara Vania, Yova Kementchedjhieva, Anders Søgaard et al.48 citations
- Compositional Generalization for Primitive Substitutions ↗Yuanpeng Li, Liang Zhao, Jianyu Wang et al.48 citations
- Exploring Diverse Expressions for Paraphrase Generation ↗Lihua Qian, Lin Qiu, Weinan Zhang et al.48 citations
- GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented DialogueJun Quan, Deyi Xiong, Bonnie Webber et al.48 citations · our summary
- Neural Cross-Lingual Event Detection with Minimal Parallel Resources ↗Jian Liu, Yubo Chen, Kang Liu et al.48 citations
- Reconstructing Capsule Networks for Zero-shot Intent Classification ↗Han Liu, Xiaotong Zhang, Lu Fan et al.48 citations
- Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop ↗Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil48 citations
- Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots ↗Jia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu et al.47 citations
- Evaluating BERT for natural language inference: A case study on the CommitmentBankNanjiang Jiang, Marie-Catherine de Marneffe47 citations · our summary
- JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation ↗Rajas Agashe, Srinivasan Iyer, Luke Zettlemoyer47 citations
- Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering ↗Jiwei Ding, Wei Hu, Qixin Xu et al.47 citations
- Neural News Recommendation with Heterogeneous User Behavior ↗Chuhan Wu, Fangzhao Wu, Mingxiao An et al.47 citations
- Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network ↗Chuhan Wu, Fangzhao Wu, Tao Qi et al.47 citations
- Sentence-Level Content Planning and Style Specification for Neural Text Generation ↗Xinyu Hua, Lu Wang47 citations
- A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis ↗Yunlong Liang, Fandong Meng, Jinchao Zhang et al.46 citations
- An Attentive Fine-Grained Entity Typing Model with Latent Type Representation ↗Ying Lin, Heng Ji46 citations
- Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment ↗Xiaofei Shi, Yanghua Xiao46 citations
- Question-type Driven Question Generation ↗Wenjie Zhou, Minghua Zhang, Yunfang Wu46 citations
- Revisiting the Evaluation of Theory of Mind through Question Answering ↗Matthew Le, Y-Lan Boureau, Maximilian Nickel46 citations
- Sampling Bias in Deep Active Classification: An Empirical Study ↗Ameya Prabhu, Charles Dognin, Maneesh Singh46 citations
- A Robust Self-Learning Framework for Cross-Lingual Text Classification ↗Xin Dong, Gerard de Melo45 citations
- Asking Clarification Questions in Knowledge-Based Question Answering ↗Jingjing Xu, Yuechen Wang, Duyu Tang et al.45 citations
- KnowledgeNet: A Benchmark Dataset for Knowledge Base Population ↗Filipe Mesquita, Matteo Cannaviccio, Jordan Schmidek et al.45 citations
- Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders ↗Zhangming Chan, Juntao Li, Xiaopeng Yang et al.45 citations
- A Neural Citation Count Prediction Model based on Peer Review Text ↗Siqing Li, Wayne Xin Zhao, Eddy Jing Yin et al.44 citations
- Semi-supervised Text Style Transfer: Cross Projection in Latent Space ↗Mingyue Shang, Piji Li, Zhenxin Fu et al.44 citations
- WIQA: A dataset for “What if...” reasoning over procedural text ↗Niket Tandon, Bhavana Dalvi, Keisuke Sakaguchi et al.44 citations
- Contrastive Language Adaptation for Cross-Lingual Stance Detection ↗Mitra Mohtarami, James Glass, Preslav Nakov43 citations
- Controlling Text Complexity in Neural Machine Translation ↗Sweta Agrawal, Marine Carpuat43 citations
- Syntax-aware Multilingual Semantic Role Labeling ↗Shexia He, Zuchao Li, Hai Zhao43 citations
- Core Semantic First: A Top-down Approach for AMR Parsing ↗Deng Cai, Wai Lam42 citations
- Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank ↗Meishan Zhang, Yue Zhang, Guohong Fu42 citations
- Cross-Lingual Machine Reading Comprehension ↗Yiming Cui, Wanxiang Che, Ting Liu et al.42 citations
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