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title: "EMNLP 2019 — all accepted papers, page 5 — Elamur Research"
description: "All 741 papers of EMNLP 2019 · page 5 of 8, the most cited first; those with our summary link to it."
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# EMNLP 2019: all accepted papers

741 papers · page 5 of 8 · the most cited first · [← EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/)

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401. **[You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP ↗](https://aclanthology.org/D19-1477/)**Marco Del Tredici, Diego Marcheggiani, Sabine Schulte im Walde et al.*27 citations*
402. **[A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature ↗](https://aclanthology.org/D19-1524/)**He Zhao, Zhunchen Luo, Chong Feng et al.*26 citations*
403. **[An End-to-End Generative Architecture for Paraphrase Generation ↗](https://aclanthology.org/D19-1309/)**Qian Yang, Zhouyuan Huo, Dinghan Shen et al.*26 citations*
404. **[Context-Aware Conversation Thread Detection in Multi-Party Chat ↗](https://aclanthology.org/D19-1682/)**Ming Tan, Dakuo Wang, Yupeng Gao et al.*26 citations*
405. **[Coupling Global and Local Context for Unsupervised Aspect Extraction ↗](https://aclanthology.org/D19-1465/)**Ming Liao, Jing Li, Haisong Zhang et al.*26 citations*
406. **[Denoising based Sequence-to-Sequence Pre-training for Text Generation ↗](https://aclanthology.org/D19-1412/)**Liang Wang, Wei Zhao, Ruoyu Jia et al.*26 citations*
407. **[Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension ↗](https://aclanthology.org/D19-1257/)**Todor Mihaylov, Anette Frank*26 citations*
408. **[Enhancing Neural Data-To-Text Generation Models with External Background Knowledge ↗](https://aclanthology.org/D19-1299/)**Shuang Chen, Jinpeng Wang, Xiaocheng Feng et al.*26 citations*
409. **[Improving Relation Extraction with Knowledge-attention ↗](https://aclanthology.org/D19-1022/)**Pengfei Li, Kezhi Mao, Xuefeng Yang et al.*26 citations*
410. **[Learning to Infer Entities, Properties and their Relations from Clinical Conversations ↗](https://aclanthology.org/D19-1503/)**Nan Du, Mingqiu Wang, Linh Tran et al.*26 citations*
411. **[Learning to Update Knowledge Graphs by Reading News ↗](https://aclanthology.org/D19-1265/)**Jizhi Tang, Yansong Feng, Dongyan Zhao*26 citations*
412. **[News2vec: News Network Embedding with Subnode Information ↗](https://aclanthology.org/D19-1490/)**Ye Ma, Lu Zong, Yikang Yang et al.*26 citations*
413. **[Towards Controllable and Personalized Review Generation ↗](https://aclanthology.org/D19-1319/)**Pan Li, Alexander Tuzhilin*26 citations*
414. **[What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues](https://md.research.elamur.ai/free/en/papers/yu-2019-what-you-see-is-what/)**Xintong Yu, Hongming Zhang, Yangqiu Song et al.*26 citations · our summary*
415. **[WikiCREM: A Large Unsupervised Corpus for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/kocijan-2019-wikicrem-large-unsupervised-corpus-coreference/)**Vid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu et al.*26 citations · our summary*
416. **[A Discriminative Neural Model for Cross-Lingual Word Alignment ↗](https://aclanthology.org/D19-1084/)**Elias Stengel-Eskin, Tzu-ray Su, Matt Post et al.*25 citations*
417. **[GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level ↗](https://aclanthology.org/D19-1597/)**Zixian Huang, Yulin Shen, Xiao Li et al.*25 citations*
418. **[Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training ↗](https://aclanthology.org/D19-1427/)**Hila Gonen, Yoav Goldberg*25 citations*
419. **[Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training ↗](https://aclanthology.org/D19-1366/)**Chih-Te Lai, Yi-Te Hong, Hong-You Chen et al.*25 citations*
420. **[One Model to Learn Both: Zero Pronoun Prediction and Translation](https://md.research.elamur.ai/free/en/papers/wang-2019-one-model-learn-both-zero/)**Longyue Wang, Zhaopeng Tu, Xing Wang et al.*25 citations · our summary*
421. **[Text2Math: End-to-end Parsing Text into Math Expressions ↗](https://aclanthology.org/D19-1536/)**Yanyan Zou, Wei Lu*25 citations*
422. **[Topic-Guided Coherence Modeling for Sentence Ordering by Preserving Global and Local Information ↗](https://aclanthology.org/D19-1232/)**Byungkook Oh, Seungmin Seo, Cheolheon Shin et al.*25 citations*
423. **[Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings ↗](https://aclanthology.org/D19-1147/)**Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos et al.*25 citations*
424. **[Auditing Deep Learning processes through Kernel-based Explanatory Models ↗](https://aclanthology.org/D19-1415/)**Danilo Croce, Daniele Rossini, Roberto Basili*24 citations*
425. **[Dialog Intent Induction with Deep Multi-View Clustering ↗](https://aclanthology.org/D19-1413/)**Hugh Perkins, Yi Yang*24 citations*
426. **[Handling Syntactic Divergence in Low-resource Machine Translation](https://md.research.elamur.ai/free/en/papers/zhou-2019-handling-syntactic-divergence-low-resource/)**Chunting Zhou, Xuezhe Ma, Junjie Hu et al.*24 citations · our summary*
427. **[Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning ↗](https://aclanthology.org/D19-1560/)**Jingjing Wang, Changlong Sun, Shoushan Li et al.*24 citations*
428. **[Improving Fine-grained Entity Typing with Entity Linking ↗](https://aclanthology.org/D19-1643/)**Hongliang Dai, Donghong Du, Xin Li et al.*24 citations*
429. **[Learning Explicit and Implicit Structures for Targeted Sentiment Analysis ↗](https://aclanthology.org/D19-1550/)**Hao Li, Wei Lu*24 citations*
430. **[Predicting Discourse Structure using Distant Supervision from Sentiment](https://md.research.elamur.ai/free/en/papers/huber-2019-predicting-discourse-structure-distant-supervision/)**Patrick Huber, Giuseppe Carenini*24 citations · our summary*
431. **[Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation ↗](https://aclanthology.org/D19-1512/)**Ze Yang, Can Xu, Wei Wu et al.*24 citations*
432. **[Asynchronous Deep Interaction Network for Natural Language Inference ↗](https://aclanthology.org/D19-1271/)**Di Liang, Fubao Zhang, Qi Zhang et al.*23 citations*
433. **[Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization ↗](https://aclanthology.org/D19-1327/)**Taehee Jung, Dongyeop Kang, Lucas Mentch et al.*23 citations*
434. **[Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis ↗](https://aclanthology.org/D19-3020/)**Twin Karmakharm, Nikolaos Aletras, Kalina Bontcheva · System Demonstrations*23 citations*
435. **[PRADO: Projection Attention Networks for Document Classification On-Device ↗](https://aclanthology.org/D19-1506/)**Prabhu Kaliamoorthi, Sujith Ravi, Zornitsa Kozareva*23 citations*
436. **[Pun-GAN: Generative Adversarial Network for Pun Generation ↗](https://aclanthology.org/D19-1336/)**Fuli Luo, Shunyao Li, Pengcheng Yang et al.*23 citations*
437. **[QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization ↗](https://aclanthology.org/D19-1333/)**Yi-Ting Yeh, Yun-Nung Chen*23 citations*
438. **[Recursive Context-Aware Lexical Simplification ↗](https://aclanthology.org/D19-1491/)**Sian Gooding, Ekaterina Kochmar*23 citations*
439. **[Select and Attend: Towards Controllable Content Selection in Text Generation ↗](https://aclanthology.org/D19-1054/)**Xiaoyu Shen, Jun Suzuki, Kentaro Inui et al.*23 citations*
440. **[Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation ↗](https://aclanthology.org/D19-1501/)**Zhangming Chan, Xiuying Chen, Yongliang Wang et al.*23 citations*
441. **[Text-based inference of moral sentiment change ↗](https://aclanthology.org/D19-1472/)**Jing Yi Xie, Renato Ferreira Pinto Junior, Graeme Hirst et al.*23 citations*
442. **[The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization ↗](https://aclanthology.org/D19-1116/)**Simeng Sun, Ani Nenkova*23 citations*
443. **[Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization ↗](https://aclanthology.org/D19-1570/)**Guanlin Li, Lemao Liu, Guoping Huang et al.*23 citations*
444. **[Variational Hierarchical User-based Conversation Model ↗](https://aclanthology.org/D19-1202/)**JinYeong Bak, Alice Oh*23 citations*
445. **[What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering ↗](https://aclanthology.org/D19-1281/)**Tushar Khot, Ashish Sabharwal, Peter Clark*23 citations*
446. **[YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension ↗](https://aclanthology.org/D19-1517/)**Weiying Wang, Yongcheng Wang, Shizhe Chen et al.*23 citations*
447. **[A Deep Factorization of Style and Structure in Fonts ↗](https://aclanthology.org/D19-1225/)**Nikita Srivatsan, Jonathan Barron, Dan Klein et al.*22 citations*
448. **[A Progressive Model to Enable Continual Learning for Semantic Slot Filling ↗](https://aclanthology.org/D19-1126/)**Yilin Shen, Xiangyu Zeng, Hongxia Jin*22 citations*
449. **[Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation ↗](https://aclanthology.org/D19-1511/)**Weichao Wang, Shi Feng, Daling Wang et al.*22 citations*
450. **[Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation ↗](https://aclanthology.org/D19-1009/)**Rocco Tripodi, Roberto Navigli*22 citations*
451. **[Generating Classical Chinese Poems from Vernacular Chinese ↗](https://aclanthology.org/D19-1637/)**Zhichao Yang, Pengshan Cai, Yansong Feng et al.*22 citations*
452. **[Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction ↗](https://aclanthology.org/D19-1397/)**Qinyuan Ye, Liyuan Liu, Maosen Zhang et al.*22 citations*
453. **[Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing ↗](https://aclanthology.org/D19-1648/)**Taiki Watanabe, Akihiro Tamura, Takashi Ninomiya et al.*22 citations*
454. **[PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space ↗](https://aclanthology.org/D19-1049/)**Omer Anjum, Hongyu Gong, Suma Bhat et al.*22 citations*
455. **[Representation Learning with Ordered Relation Paths for Knowledge Graph Completion ↗](https://aclanthology.org/D19-1268/)**Yao Zhu, Hongzhi Liu, Zhonghai Wu et al.*22 citations*
456. **[Semantic graph parsing with recurrent neural network DAG grammars ↗](https://aclanthology.org/D19-1278/)**Federico Fancellu, Sorcha Gilroy, Adam Lopez et al.*22 citations*
457. **[Semi-Supervised Semantic Role Labeling with Cross-View Training ↗](https://aclanthology.org/D19-1094/)**Rui Cai, Mirella Lapata*22 citations*
458. **[SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence ↗](https://aclanthology.org/D19-1677/)**Jun-U Park, Sang-Ki Ko, Marco Cognetta et al.*22 citations*
459. **[Speculative Beam Search for Simultaneous Translation ↗](https://aclanthology.org/D19-1144/)**Renjie Zheng, Mingbo Ma, Baigong Zheng et al.*22 citations*
460. **[Toward a Task of Feedback Comment Generation for Writing Learning ↗](https://aclanthology.org/D19-1316/)**Ryo Nagata*22 citations*
461. **[Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents ↗](https://aclanthology.org/D19-1210/)**Jack Hessel, Lillian Lee, David Mimno*22 citations*
462. **[Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification ↗](https://aclanthology.org/D19-1558/)**Mengting Hu, Yike Wu, Shiwan Zhao et al.*21 citations*
463. **[Exploring Human Gender Stereotypes with Word Association Test ↗](https://aclanthology.org/D19-1635/)**Yupei Du, Yuanbin Wu, Man Lan*21 citations*
464. **[Finding Generalizable Evidence by Learning to Convince Q&A Models ↗](https://aclanthology.org/D19-1244/)**Ethan Perez, Siddharth Karamcheti, Rob Fergus et al.*21 citations*
465. **[Gunrock: A Social Bot for Complex and Engaging Long Conversations ↗](https://aclanthology.org/D19-3014/)**Dian Yu, Michelle Cohn, Yi Mang Yang et al. · System Demonstrations*21 citations*
466. **[Label Embedding using Hierarchical Structure of Labels for Twitter Classification ↗](https://aclanthology.org/D19-1660/)**Taro Miyazaki, Kiminobu Makino, Yuka Takei et al.*21 citations*
467. **[Neural Generative Rhetorical Structure Parsing](https://md.research.elamur.ai/free/en/papers/mabona-2019-neural-generative-rhetorical-structure-parsing/)**Amandla Mabona, Laura Rimell, Stephen Clark et al.*21 citations · our summary*
468. **[Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog ↗](https://aclanthology.org/D19-1163/)**Panupong Pasupat, Sonal Gupta, Karishma Mandyam et al.*21 citations*
469. **[Subtopic-driven Multi-Document Summarization ↗](https://aclanthology.org/D19-1311/)**Xin Zheng, Aixin Sun, Jing Li et al.*21 citations*
470. **[Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing ↗](https://aclanthology.org/D19-1103/)**Tao Meng, Nanyun Peng, Kai-Wei Chang*21 citations*
471. **[A deep-learning framework to detect sarcasm targets](https://md.research.elamur.ai/free/en/papers/patro-2019-deep-learning-framework-detect-sarcasm/)**Jasabanta Patro, Srijan Bansal, Animesh Mukherjee*20 citations · our summary*
472. **[Data-Anonymous Encoding for Text-to-SQL Generation ↗](https://aclanthology.org/D19-1543/)**Zhen Dong, Shizhao Sun, Hongzhi Liu et al.*20 citations*
473. **[Document Hashing with Mixture-Prior Generative Models ↗](https://aclanthology.org/D19-1526/)**Wei Dong, Qinliang Su, Dinghan Shen et al.*20 citations*
474. **[Encoders Help You Disambiguate Word Senses in Neural Machine Translation ↗](https://aclanthology.org/D19-1149/)**Gongbo Tang, Rico Sennrich, Joakim Nivre*20 citations*
475. **[Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss ↗](https://aclanthology.org/D19-1247/)**Cao Liu, Kang Liu, Shizhu He et al.*20 citations*
476. **[Interpretable Word Embeddings via Informative Priors ↗](https://aclanthology.org/D19-1661/)**Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson*20 citations*
477. **[LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification ↗](https://aclanthology.org/D19-1554/)**Jingjing Xu, Liang Zhao, Hanqi Yan et al.*20 citations*
478. **[Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations ↗](https://aclanthology.org/D19-1154/)**Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann*20 citations*
479. **[On Efficient Retrieval of Top Similarity Vectors ↗](https://aclanthology.org/D19-1527/)**Shulong Tan, Zhixin Zhou, Zhaozhuo Xu et al.*20 citations*
480. **[Quantifying the Semantic Core of Gender Systems ↗](https://aclanthology.org/D19-1577/)**Adina Williams, Damian Blasi, Lawrence Wolf-Sonkin et al.*20 citations*
481. **[Recurrent Positional Embedding for Neural Machine Translation ↗](https://aclanthology.org/D19-1139/)**Kehai Chen, Rui Wang, Masao Utiyama et al.*20 citations*
482. **[Retrofitting Contextualized Word Embeddings with Paraphrases ↗](https://aclanthology.org/D19-1113/)**Weijia Shi, Muhao Chen, Pei Zhou et al.*20 citations*
483. **[Semantic Role Labeling with Iterative Structure Refinement ↗](https://aclanthology.org/D19-1099/)**Chunchuan Lyu, Shay B. Cohen, Ivan Titov*20 citations*
484. **[Unsupervised Context Rewriting for Open Domain Conversation ↗](https://aclanthology.org/D19-1192/)**Kun Zhou, Kai Zhang, Yu Wu et al.*20 citations*
485. **[Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks ↗](https://aclanthology.org/D19-1544/)**Xinchi Chen, Chunchuan Lyu, Ivan Titov*19 citations*
486. **[Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering ↗](https://aclanthology.org/D19-1155/)**Soravit Changpinyo, Bo Pang, Piyush Sharma et al.*19 citations*
487. **[Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification ↗](https://aclanthology.org/D19-1043/)**Chunning Du, Haifeng Sun, Jingyu Wang et al.*19 citations*
488. **[Learning Invariant Representations of Social Media Users ↗](https://aclanthology.org/D19-1178/)**Nicholas Andrews, Marcus Bishop*19 citations*
489. **[Learning to Bootstrap for Entity Set Expansion ↗](https://aclanthology.org/D19-1028/)**Lingyong Yan, Xianpei Han, Le Sun et al.*19 citations*
490. **[Leveraging Medical Literature for Section Prediction in Electronic Health Records ↗](https://aclanthology.org/D19-1492/)**Sara Rosenthal, Ken Barker, Zhicheng Liang*19 citations*
491. **[On the Importance of Delexicalization for Fact Verification ↗](https://aclanthology.org/D19-1340/)**Sandeep Suntwal, Mithun Paul, Rebecca Sharp et al.*19 citations*
492. **[REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning ↗](https://aclanthology.org/D19-1156/)**Ming Jiang, Junjie Hu, Qiuyuan Huang et al.*19 citations*
493. **[Sequential Learning of Convolutional Features for Effective Text Classification ↗](https://aclanthology.org/D19-1567/)**Avinash Madasu, Vijjini Anvesh Rao*19 citations*
494. **[Task-Oriented Conversation Generation Using Heterogeneous Memory Networks ↗](https://aclanthology.org/D19-1463/)**Zehao Lin, Xinjing Huang, Feng Ji et al.*19 citations*
495. **[Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach ↗](https://aclanthology.org/D19-1408/)**Zhenjie Zhao, Xiaojuan Ma*19 citations*
496. **[A Multilingual Topic Model for Learning Weighted Topic Links Across Corpora with Low Comparability ↗](https://aclanthology.org/D19-1120/)**Weiwei Yang, Jordan Boyd-Graber, Philip Resnik*18 citations*
497. **[A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features ↗](https://aclanthology.org/D19-1513/)**Hongyin Tang, Miao Li, Beihong Jin*18 citations*
498. **[Cross-lingual Semantic Specialization via Lexical Relation Induction ↗](https://aclanthology.org/D19-1226/)**Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš et al.*18 citations*
499. **[Identifying Predictive Causal Factors from News Streams ↗](https://aclanthology.org/D19-1238/)**Ananth Balashankar, Sunandan Chakraborty, Samuel Fraiberger et al.*18 citations*
500. **[Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation ↗](https://aclanthology.org/D19-1409/)**Cristina Garbacea, Samuel Carton, Shiyan Yan et al.*18 citations*

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