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title: "EMNLP 2019 — all accepted papers, page 6 — Elamur Research"
description: "All 741 papers of EMNLP 2019 · page 6 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 6 of 8 · the most cited first · [← EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/)

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501. **[Translate and Label! An Encoder-Decoder Approach for Cross-lingual Semantic Role Labeling ↗](https://aclanthology.org/D19-1056/)**Angel Daza, Anette Frank*18 citations*
502. **[What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition ↗](https://aclanthology.org/D19-1627/)**Ting-Yun Chang, Yun-Nung Chen*18 citations*
503. **[A Dataset of General-Purpose Rebuttal ↗](https://aclanthology.org/D19-1561/)**Matan Orbach, Yonatan Bilu, Ariel Gera et al.*17 citations*
504. **[A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling ↗](https://aclanthology.org/D19-1541/)**Qingrong Xia, Zhenghua Li, Min Zhang*17 citations*
505. **[Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification ↗](https://aclanthology.org/D19-1401/)**Oren Melamud, Mihaela Bornea, Ken Barker*17 citations*
506. **[Enhancing Local Feature Extraction with Global Representation for Neural Text Classification ↗](https://aclanthology.org/D19-1047/)**Guocheng Niu, Hengru Xu, Bolei He et al.*17 citations*
507. **[Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition ↗](https://aclanthology.org/D19-1360/)**Genta Indra Winata, Zhaojiang Lin, Jamin Shin et al.*17 citations*
508. **[Incorporating Visual Semantics into Sentence Representations within a Grounded Space ↗](https://aclanthology.org/D19-1064/)**Patrick Bordes, Eloi Zablocki, Laure Soulier et al.*17 citations*
509. **[Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts ↗](https://aclanthology.org/D19-1285/)**Sandro Pezzelle, Raquel Fernández*17 citations*
510. **[Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification ↗](https://aclanthology.org/D19-1046/)**Vivian Lai, Zheng Cai, Chenhao Tan*17 citations*
511. **[Redcoat: A Collaborative Annotation Tool for Hierarchical Entity Typing ↗](https://aclanthology.org/D19-3033/)**Michael Stewart, Wei Liu, Rachel Cardell-Oliver · System Demonstrations*17 citations*
512. **[Tanbih: Get To Know What You Are Reading ↗](https://aclanthology.org/D19-3038/)**Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño et al. · System Demonstrations*17 citations*
513. **[ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System ↗](https://aclanthology.org/D19-3001/)**Oren Pereg, Daniel Korat, Moshe Wasserblat et al. · System Demonstrations*16 citations*
514. **[Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation ↗](https://aclanthology.org/D19-1124/)**Min Zeng, Yisen Wang, Yuan Luo*16 citations*
515. **[Efficient Sentence Embedding using Discrete Cosine Transform ↗](https://aclanthology.org/D19-1380/)**Nada Almarwani, Hanan Aldarmaki, Mona Diab*16 citations*
516. **[Improving Answer Selection and Answer Triggering using Hard Negatives ↗](https://aclanthology.org/D19-1604/)**Sawan Kumar, Shweta Garg, Kartik Mehta et al.*16 citations*
517. **[Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction ↗](https://aclanthology.org/D19-1039/)**Xiang Deng, Huan Sun*16 citations*
518. **[Machine Translation for Machines: the Sentiment Classification Use Case ↗](https://aclanthology.org/D19-1140/)**Amirhossein Tebbifakhr, Luisa Bentivogli, Matteo Negri et al.*16 citations*
519. **[Split or Merge: Which is Better for Unsupervised RST Parsing? ↗](https://aclanthology.org/D19-1587/)**Naoki Kobayashi, Tsutomu Hirao, Kengo Nakamura et al.*16 citations*
520. **[Towards Zero-shot Language Modeling ↗](https://aclanthology.org/D19-1288/)**Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell et al.*16 citations*
521. **[Attention Optimization for Abstractive Document Summarization ↗](https://aclanthology.org/D19-1117/)**Min Gui, Junfeng Tian, Rui Wang et al.*15 citations*
522. **[Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings ↗](https://aclanthology.org/D19-1347/)**Hwiyeol Jo, Ceyda Cinarel*15 citations*
523. **[Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation ↗](https://aclanthology.org/D19-1640/)**Zhuoren Jiang, Zhe Gao, Guoxiu He et al.*15 citations*
524. **[Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite ↗](https://aclanthology.org/D19-1294/)**Prathyusha Jwalapuram, Shafiq Joty, Irina Temnikova et al.*15 citations*
525. **[Feature2Vec: Distributional semantic modelling of human property knowledge ↗](https://aclanthology.org/D19-1595/)**Steven Derby, Paul Miller, Barry Devereux*15 citations*
526. **[Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text ↗](https://aclanthology.org/D19-1029/)**Tianwen Jiang, Tong Zhao, Bing Qin et al.*15 citations*
527. **[Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection ↗](https://aclanthology.org/D19-1173/)**Nina Poerner, Hinrich Schütze*15 citations*
528. **[PaLM: A Hybrid Parser and Language Model ↗](https://aclanthology.org/D19-1376/)**Hao Peng, Roy Schwartz, Noah A. Smith*15 citations*
529. **[RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation ↗](https://aclanthology.org/D19-1681/)**Tzuf Paz-Argaman, Reut Tsarfaty*15 citations*
530. **[Towards Making a Dependency Parser See ↗](https://aclanthology.org/D19-1160/)**Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez*15 citations*
531. **[Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content ↗](https://aclanthology.org/D19-1239/)**Sepideh Mesbah, Jie Yang, Robert-Jan Sips et al.*15 citations*
532. **[(Male, Bachelor) and (Female, Ph.D) have different connotations: Parallelly Annotated Stylistic Language Dataset with Multiple Personas ↗](https://aclanthology.org/D19-1179/)**Dongyeop Kang, Varun Gangal, Eduard Hovy*14 citations*
533. **[ARAML: A Stable Adversarial Training Framework for Text Generation ↗](https://aclanthology.org/D19-1436/)**Pei Ke, Fei Huang, Minlie Huang et al.*14 citations*
534. **[Answering questions by learning to rank - Learning to rank by answering questions ↗](https://aclanthology.org/D19-1256/)**George Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti*14 citations*
535. **[Are You for Real? Detecting Identity Fraud via Dialogue Interactions ↗](https://aclanthology.org/D19-1185/)**Weikang Wang, Jiajun Zhang, Qian Li et al.*14 citations*
536. **[At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging ↗](https://aclanthology.org/D19-6408/)**Sigrid Klerke, Barbara Plank*14 citations*
537. **[Cross-lingual intent classification in a low resource industrial setting ↗](https://aclanthology.org/D19-1676/)**Talaat Khalil, Kornel Kiełczewski, Georgios Christos Chouliaras et al.*14 citations*
538. **[Effective Use of Transformer Networks for Entity Tracking ↗](https://aclanthology.org/D19-1070/)**Aditya Gupta, Greg Durrett*14 citations*
539. **[Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation ↗](https://aclanthology.org/D19-1416/)**Dong Qian, William K. Cheung*14 citations*
540. **[EntEval: A Holistic Evaluation Benchmark for Entity Representations ↗](https://aclanthology.org/D19-1040/)**Mingda Chen, Zewei Chu, Yang Chen et al.*14 citations*
541. **[HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation ↗](https://aclanthology.org/D19-1142/)**Brian Thompson, Rebecca Knowles, Xuan Zhang et al.*14 citations*
542. **[Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning ↗](https://aclanthology.org/D19-1207/)**Tao Jin, Siyu Huang, Yingming Li et al.*14 citations*
543. **[Multiplex Word Embeddings for Selectional Preference Acquisition ↗](https://aclanthology.org/D19-1528/)**Hongming Zhang, Jiaxin Bai, Yan Song et al.*14 citations*
544. **[Synchronously Generating Two Languages with Interactive Decoding ↗](https://aclanthology.org/D19-1330/)**Yining Wang, Jiajun Zhang, Long Zhou et al.*14 citations*
545. **[Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas ↗](https://aclanthology.org/D19-1645/)**Kosuke Akimoto, Takuya Hiraoka, Kunihiko Sadamasa et al.*13 citations*
546. **[Efficient Convolutional Neural Networks for Diacritic Restoration ↗](https://aclanthology.org/D19-1151/)**Sawsan Alqahtani, Ajay Mishra, Mona Diab*13 citations*
547. **[Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels ↗](https://aclanthology.org/D19-1362/)**Lukas Lange, Michael A. Hedderich, Dietrich Klakow*13 citations*
548. **[Keep Calm and Switch On! Preserving Sentiment and Fluency in Semantic Text Exchange ↗](https://aclanthology.org/D19-1272/)**Steven Y. Feng, Aaron W. Li, Jesse Hoey*13 citations*
549. **[Learning with Limited Data for Multilingual Reading Comprehension ↗](https://aclanthology.org/D19-1283/)**Kyungjae Lee, Sunghyun Park, Hojae Han et al.*13 citations*
550. **[Single Training Dimension Selection for Word Embedding with PCA ↗](https://aclanthology.org/D19-1369/)**Yu Wang*13 citations*
551. **[Subword Language Model for Query Auto-Completion ↗](https://aclanthology.org/D19-1507/)**Gyuwan Kim*13 citations*
552. **[A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection ↗](https://aclanthology.org/D19-1205/)**Harshit Kumar, Arvind Agarwal, Sachindra Joshi*12 citations*
553. **[An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation ↗](https://aclanthology.org/D19-1619/)**Wanyu Du, Yangfeng Ji*12 citations*
554. **[Attribute-aware Sequence Network for Review Summarization ↗](https://aclanthology.org/D19-1297/)**Junjie Li, Xuepeng Wang, Dawei Yin et al.*12 citations*
555. **[Autoregressive Text Generation Beyond Feedback Loops ↗](https://aclanthology.org/D19-1338/)**Florian Schmidt, Stephan Mandt, Thomas Hofmann*12 citations*
556. **[Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding ↗](https://aclanthology.org/D19-1153/)**Quynh Do, Judith Gaspers*12 citations*
557. **[Latent Part-of-Speech Sequences for Neural Machine Translation ↗](https://aclanthology.org/D19-1072/)**Xuewen Yang, Yingru Liu, Dongliang Xie et al.*12 citations*
558. **[Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder ↗](https://aclanthology.org/D19-1270/)**Li Du, Xiao Ding, Ting Liu et al.*12 citations*
559. **[Multi-agent Learning for Neural Machine Translation ↗](https://aclanthology.org/D19-1079/)**Tianchi Bi, Hao Xiong, Zhongjun He et al.*12 citations*
560. **[Neural Duplicate Question Detection without Labeled Training Data ↗](https://aclanthology.org/D19-1171/)**Andreas Rücklé, Nafise Sadat Moosavi, Iryna Gurevych*12 citations*
561. **[PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking ↗](https://aclanthology.org/D19-3031/)**Matthew Henderson, Ivan Vulić, Iñigo Casanueva et al. · System Demonstrations*12 citations*
562. **[Reporting the Unreported: Event Extraction for Analyzing the Local Representation of Hate Crimes ↗](https://aclanthology.org/D19-1580/)**Aida Mostafazadeh Davani, Leigh Yeh, Mohammad Atari et al.*12 citations*
563. **[Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space ↗](https://aclanthology.org/D19-1354/)**Kawin Ethayarajh*12 citations*
564. **[Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks ↗](https://aclanthology.org/D19-1183/)**Igor Shalyminov, Sungjin Lee, Arash Eshghi et al.*11 citations*
565. **[Fine-Grained Evaluation for Entity Linking ↗](https://aclanthology.org/D19-1066/)**Henry Rosales-Méndez, Aidan Hogan, Barbara Poblete*11 citations*
566. **[Generating Modern Poetry Automatically in Finnish ↗](https://aclanthology.org/D19-1617/)**Mika Hämäläinen, Khalid Alnajjar*11 citations*
567. **[IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis ↗](https://aclanthology.org/D19-3017/)**Ziyue Wang, Baoxin Wang, Xingyi Duan et al. · System Demonstrations*11 citations*
568. **[LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations ↗](https://aclanthology.org/D19-3022/)**Max Eichler, Gözde Gül Şahin, Iryna Gurevych · System Demonstrations*11 citations*
569. **[Neural Gaussian Copula for Variational Autoencoder ↗](https://aclanthology.org/D19-1442/)**Prince Zizhuang Wang, William Yang Wang*11 citations*
570. **[Seeded self-play for language learning ↗](https://aclanthology.org/D19-6409/)**Abhinav Gupta, Ryan Lowe, Jakob Foerster et al.*11 citations*
571. **[Syntax-Enhanced Self-Attention-Based Semantic Role Labeling ↗](https://aclanthology.org/D19-1057/)**Yue Zhang, Rui Wang, Luo Si*11 citations*
572. **[Telling the Whole Story: A Manually Annotated Chinese Dataset for the Analysis of Humor in Jokes ↗](https://aclanthology.org/D19-1673/)**Dongyu Zhang, Heting Zhang, Xikai Liu et al.*11 citations*
573. **[Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons ↗](https://aclanthology.org/D19-1135/)**Jie Hao, Xing Wang, Shuming Shi et al.*11 citations*
574. **[Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders ↗](https://aclanthology.org/D19-1161/)**Andrew Drozdov, Patrick Verga, Yi-Pei Chen et al.*11 citations*
575. **[What Gets Echoed? Understanding the “Pointers” in Explanations of Persuasive Arguments ↗](https://aclanthology.org/D19-1289/)**David Atkinson, Kumar Bhargav Srinivasan, Chenhao Tan*11 citations*
576. **[A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation ↗](https://aclanthology.org/D19-1200/)**Jinxin Chang, Ruifang He, Longbiao Wang et al.*10 citations*
577. **[A System for Diacritizing Four Varieties of Arabic ↗](https://aclanthology.org/D19-3037/)**Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish et al. · System Demonstrations*10 citations*
578. **[Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis ↗](https://aclanthology.org/D19-1478/)**Shrey Desai, Barea Sinno, Alex Rosenfeld et al.*10 citations*
579. **[Automatically Inferring Gender Associations from Language ↗](https://aclanthology.org/D19-1579/)**Serina Chang, Kathy McKeown*10 citations*
580. **[Coverage of Information Extraction from Sentences and Paragraphs ↗](https://aclanthology.org/D19-1583/)**Simon Razniewski, Nitisha Jain, Paramita Mirza et al.*10 citations*
581. **[Deep Ordinal Regression for Pledge Specificity Prediction ↗](https://aclanthology.org/D19-1182/)**Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin*10 citations*
582. **[Dependency Parsing for Spoken Dialog Systems](https://md.research.elamur.ai/free/en/papers/davidson-2019-dependency-parsing-spoken-dialog-systems/)**Sam Davidson, Dian Yu, Zhou Yu*10 citations · our summary*
583. **[Evaluating Topic Quality with Posterior Variability ↗](https://aclanthology.org/D19-1349/)**Linzi Xing, Michael J. Paul, Giuseppe Carenini*10 citations*
584. **[Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation ↗](https://aclanthology.org/D19-1429/)**Huiyun Yang, Shujian Huang, Xin-Yu Dai et al.*10 citations*
585. **[From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining ↗](https://aclanthology.org/D19-1556/)**Alexandre Garcia, Pierre Colombo, Florence d'Alché-Buc et al.*10 citations*
586. **[Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag ↗](https://aclanthology.org/D19-1213/)**Xinyu Xiao, Lingfeng Wang, Bin Fan et al.*10 citations*
587. **[Learning Only from Relevant Keywords and Unlabeled Documents ↗](https://aclanthology.org/D19-1411/)**Nontawat Charoenphakdee, Jongyeong Lee, Yiping Jin et al.*10 citations*
588. **[Learning Rhyming Constraints using Structured Adversaries ↗](https://aclanthology.org/D19-1621/)**Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime Carbonell et al.*10 citations*
589. **[Neural data-to-text generation: A comparison between pipeline and end-to-end architectures ↗](https://aclanthology.org/D19-1052/)**Thiago Castro Ferreira, Chris van der Lee, Emiel van Miltenburg et al.*10 citations*
590. **[ParaQG: A System for Generating Questions and Answers from Paragraphs ↗](https://aclanthology.org/D19-3030/)**Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan et al. · System Demonstrations*10 citations*
591. **[Referring Expression Generation Using Entity Profiles ↗](https://aclanthology.org/D19-1312/)**Meng Cao, Jackie Chi Kit Cheung*10 citations*
592. **[Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews ↗](https://aclanthology.org/D19-1177/)**Miao Fan, Chao Feng, Mingming Sun et al.*10 citations*
593. **[A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation ↗](https://aclanthology.org/D19-1363/)**Hagai Taitelbaum, Gal Chechik, Jacob Goldberger*9 citations*
594. **[A Split-and-Recombine Approach for Follow-up Query Analysis ↗](https://aclanthology.org/D19-1535/)**Qian Liu, Bei Chen, Haoyan Liu et al.*9 citations*
595. **[Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects ↗](https://aclanthology.org/D19-1625/)**James Mullenbach, Jonathan Gordon, Nanyun Peng et al.*9 citations*
596. **[Entity resolution for noisy ASR transcripts ↗](https://aclanthology.org/D19-3011/)**Arushi Raghuvanshi, Vijay Ramakrishnan, Varsha Embar et al. · System Demonstrations*9 citations*
597. **[Generating Highly Relevant Questions ↗](https://aclanthology.org/D19-1614/)**Jiazuo Qiu, Deyi Xiong*9 citations*
598. **[Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning ↗](https://aclanthology.org/D19-1315/)**Toru Nishino, Shotaro Misawa, Ryuji Kano et al.*9 citations*
599. **[Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model ↗](https://aclanthology.org/D19-1150/)**Hyun-Je Song, Seong-Bae Park*9 citations*
600. **[Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study ↗](https://aclanthology.org/D19-1121/)**Bonan Min, Xiaoxi Zhao*9 citations*

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