---
title: "ACL 2019 — all accepted papers, page 6 — the most cited first"
description: "All 703 papers of ACL 2019 · page 6 of 8, the most cited first; those with our summary link to it."
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# ACL 2019: all accepted papers

703 papers · page 6 of 8 · the most cited first · [← ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)

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501. **[A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ↗](https://aclanthology.org/P19-1587/)**Ravneet Arora, Chen-Tse Tsai, Ketevan Tsereteli et al.*20 citations*
502. **[Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection ↗](https://aclanthology.org/P19-1006/)**Junyu Lu, Chenbin Zhang, Zeying Xie et al.*20 citations*
503. **[Cost-sensitive Regularization for Label Confusion-aware Event Detection ↗](https://aclanthology.org/P19-1521/)**Hongyu Lin, Yaojie Lu, Xianpei Han et al.*20 citations*
504. **[Embedding Time Expressions for Deep Temporal Ordering Models ↗](https://aclanthology.org/P19-1433/)**Tanya Goyal, Greg Durrett*20 citations*
505. **[Improving Textual Network Embedding with Global Attention via Optimal Transport ↗](https://aclanthology.org/P19-1512/)**Liqun Chen, Guoyin Wang, Chenyang Tao et al.*20 citations*
506. **[Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ↗](https://aclanthology.org/P19-1201/)**Hai Ye, Wenjie Li, Lu Wang*20 citations*
507. **[Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ↗](https://aclanthology.org/P19-1535/)**Siqi Bao, Huang He, Fan Wang et al.*20 citations*
508. **[Morphological Irregularity Correlates with Frequency ↗](https://aclanthology.org/P19-1505/)**Shijie Wu, Ryan Cotterell, Timothy O'Donnell*20 citations*
509. **[Relational Word Embeddings ↗](https://aclanthology.org/P19-1318/)**Jose Camacho-Collados, Luis Espinosa Anke, Steven Schockaert*20 citations*
510. **[Scalable Syntax-Aware Language Models Using Knowledge Distillation ↗](https://aclanthology.org/P19-1337/)**Adhiguna Kuncoro, Chris Dyer, Laura Rimell et al.*20 citations*
511. **[Sentence-Level Agreement for Neural Machine Translation ↗](https://aclanthology.org/P19-1296/)**Mingming Yang, Rui Wang, Kehai Chen et al.*20 citations*
512. **[Towards Comprehensive Description Generation from Factual Attribute-value Tables ↗](https://aclanthology.org/P19-1600/)**Tianyu Liu, Fuli Luo, Pengcheng Yang et al.*20 citations*
513. **[Better OOV Translation with Bilingual Terminology Mining ↗](https://aclanthology.org/P19-1581/)**Matthias Huck, Viktor Hangya, Alexander Fraser*19 citations*
514. **[Enhancing Air Quality Prediction with Social Media and Natural Language Processing ↗](https://aclanthology.org/P19-1251/)**Jyun-Yu Jiang, Xue Sun, Wei Wang et al.*19 citations*
515. **[Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion ↗](https://aclanthology.org/P19-1107/)**Suyoun Kim, Siddharth Dalmia, Florian Metze*19 citations*
516. **[Rapid Customization for Event Extraction ↗](https://aclanthology.org/P19-3006/)**Yee Seng Chan, Joshua Fasching, Haoling Qiu et al. · System Demonstrations*19 citations*
517. **[Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension ↗](https://aclanthology.org/P19-1543/)**Zhengyuan Liu, Nancy Chen*19 citations*
518. **[The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ↗](https://aclanthology.org/P19-1012/)**Agnieszka Falenska, Jonas Kuhn*19 citations*
519. **[Twitter Homophily: Network Based Prediction of User's Occupation ↗](https://aclanthology.org/P19-1252/)**Jiaqi Pan, Rishabh Bhardwaj, Wei Lu et al.*19 citations*
520. **[Visual Story Post-Editing ↗](https://aclanthology.org/P19-1658/)**Ting-Yao Hsu, Chieh-Yang Huang, Yen-Chia Hsu et al.*19 citations*
521. **[A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ↗](https://aclanthology.org/P19-1516/)**Shweta Yadav, Asif Ekbal, Sriparna Saha et al.*18 citations*
522. **[Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements ↗](https://aclanthology.org/P19-1114/)**Saeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan et al.*18 citations*
523. **[Duality of Link Prediction and Entailment Graph Induction ↗](https://aclanthology.org/P19-1468/)**Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson et al.*18 citations*
524. **[Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing ↗](https://aclanthology.org/P19-1552/)**Yuanchao Liu, Bo Pang, Bingquan Liu*18 citations*
525. **[SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference](https://md.research.elamur.ai/free/en/papers/schmitt-2019-sherliic-typed-event-focused-lexical/)**Martin Schmitt, Hinrich Schütze*18 citations · our summary*
526. **[The Referential Reader: A Recurrent Entity Network for Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/liu-2019-referential-reader-recurrent-entity-network/)**Fei Liu, Luke Zettlemoyer, Jacob Eisenstein*18 citations · our summary*
527. **[A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity ↗](https://aclanthology.org/P19-1489/)**Yoshinari Fujinuma, Jordan Boyd-Graber, Michael J. Paul*17 citations*
528. **[Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ↗](https://aclanthology.org/P19-1265/)**Claudia Schulz, Christian M. Meyer, Jan Kiesewetter et al.*17 citations*
529. **[Data Programming for Learning Discourse Structure ↗](https://aclanthology.org/P19-1061/)**Sonia Badene, Kate Thompson, Jean-Pierre Lorré et al.*17 citations*
530. **[Domain Adaptive Inference for Neural Machine Translation ↗](https://aclanthology.org/P19-1022/)**Danielle Saunders, Felix Stahlberg, Adrià de Gispert et al.*17 citations*
531. **[Enhancing Unsupervised Generative Dependency Parser with Contextual Information ↗](https://aclanthology.org/P19-1526/)**Wenjuan Han, Yong Jiang, Kewei Tu*17 citations*
532. **[Exploring Author Context for Detecting Intended vs Perceived Sarcasm](https://md.research.elamur.ai/free/en/papers/oprea-2019-exploring-author-context-detecting-intended/)**Silviu Oprea, Walid Magdy*17 citations · our summary*
533. **[Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ↗](https://aclanthology.org/P19-1343/)**Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti*17 citations*
534. **[LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories ↗](https://aclanthology.org/P19-1165/)**Ignacio Iacobacci, Roberto Navigli*17 citations*
535. **[Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings](https://md.research.elamur.ai/free/en/papers/artetxe-2019-margin-based-parallel-corpus-mining/)**Mikel Artetxe, Holger Schwenk*17 citations · our summary*
536. **[Multilingual and Cross-Lingual Graded Lexical Entailment ↗](https://aclanthology.org/P19-1490/)**Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš*17 citations*
537. **[An Imitation Learning Approach to Unsupervised Parsing ↗](https://aclanthology.org/P19-1338/)**Bowen Li, Lili Mou, Frank Keller*16 citations*
538. **[Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker Commitment](https://md.research.elamur.ai/free/en/papers/jiang-2019-do-you-know-that-florence/)**Nanjiang Jiang, Marie-Catherine de Marneffe · 🏆 Best Short Paper*16 citations · our summary*
539. **[Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text ↗](https://aclanthology.org/P19-1217/)**Jianxing Yu, Zhengjun Zha, Jian Yin*16 citations*
540. **[Sequence Labeling Parsing by Learning across Representations ↗](https://aclanthology.org/P19-1531/)**Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez*16 citations*
541. **[Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation ↗](https://aclanthology.org/P19-1293/)**Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad et al.*16 citations*
542. **[Automated Chess Commentator Powered by Neural Chess Engine ↗](https://aclanthology.org/P19-1597/)**Hongyu Zang, Zhiwei Yu, Xiaojun Wan*15 citations*
543. **[Fine-Grained Sentence Functions for Short-Text Conversation ↗](https://aclanthology.org/P19-1389/)**Wei Bi, Jun Gao, Xiaojiang Liu et al.*15 citations*
544. **[From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion ↗](https://aclanthology.org/P19-1094/)**Roy Bar-Haim, Dalia Krieger, Orith Toledo-Ronen et al.*15 citations*
545. **[GrapAL: Connecting the Dots in Scientific Literature ↗](https://aclanthology.org/P19-3025/)**Christine Betts, Joanna Power, Waleed Ammar · System Demonstrations*15 citations*
546. **[Implicit Discourse Relation Identification for Open-domain Dialogues](https://md.research.elamur.ai/free/en/papers/ma-2019-implicit-discourse-relation-identification-open/)**Mingyu Derek Ma, Kevin Bowden, Jiaqi Wu et al.*15 citations · our summary*
547. **[Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories](https://md.research.elamur.ai/free/en/papers/zarriess-2019-know-what-you-don-t/)**Sina Zarrieß, David Schlangen*15 citations · our summary*
548. **[Like a Baby: Visually Situated Neural Language Acquisition ↗](https://aclanthology.org/P19-1506/)**Alexander G. Ororbia, Ankur Mali, Mary Alexandria Kelly et al.*15 citations*
549. **[Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances ↗](https://aclanthology.org/P19-1380/)**Diane Bouchacourt, Marco Baroni*15 citations*
550. **[Optimal Transport-based Alignment of Learned Character Representations for String Similarity ↗](https://aclanthology.org/P19-1592/)**Derek Tam, Nicholas Monath, Ari Kobren et al.*15 citations*
551. **[Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ↗](https://aclanthology.org/P19-1434/)**Moonsu Han, Minki Kang, Hyunwoo Jung et al.*14 citations*
552. **[Evidence-based Trustworthiness ↗](https://aclanthology.org/P19-1040/)**Yi Zhang, Zachary Ives, Dan Roth*14 citations*
553. **[Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment ↗](https://aclanthology.org/P19-1476/)**Goran Glavaš, Ivan Vulić*14 citations*
554. **[Hubless Nearest Neighbor Search for Bilingual Lexicon Induction ↗](https://aclanthology.org/P19-1399/)**Jiaji Huang, Qiang Qiu, Kenneth Church*14 citations*
555. **[Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages ↗](https://aclanthology.org/P19-1172/)**Garrett Nicolai, David Yarowsky*14 citations*
556. **[Neural Network Alignment for Sentential Paraphrases ↗](https://aclanthology.org/P19-1467/)**Jessica Ouyang, Kathy McKeown*14 citations*
557. **[SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ↗](https://aclanthology.org/P19-1169/)**Chengyu Wang, Xiaofeng He, Aoying Zhou*14 citations*
558. **[Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective ↗](https://aclanthology.org/P19-4009/)**Abhijit Mishra, Anirban Laha, Karthik Sankaranarayanan et al. · Tutorial Abstracts*14 citations*
559. **[Unsupervised Rewriter for Multi-Sentence Compression ↗](https://aclanthology.org/P19-1216/)**Yang Zhao, Xiaoyu Shen, Wei Bi et al.*14 citations*
560. **[lingvis.io - A Linguistic Visual Analytics Framework ↗](https://aclanthology.org/P19-3003/)**Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle et al. · System Demonstrations*14 citations*
561. **[AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text ↗](https://aclanthology.org/P19-1428/)**Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo et al.*13 citations*
562. **[ClaimPortal: Integrated Monitoring, Searching, Checking, and Analytics of Factual Claims on Twitter ↗](https://aclanthology.org/P19-3026/)**Sarthak Majithia, Fatma Arslan, Sumeet Lubal et al. · System Demonstrations*13 citations*
563. **[EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ↗](https://aclanthology.org/P19-1445/)**Subhradeep Kayal, George Tsatsaronis*13 citations*
564. **[Multi-task Pairwise Neural Ranking for Hashtag Segmentation ↗](https://aclanthology.org/P19-1242/)**Mounica Maddela, Wei Xu, Daniel Preoţiuc-Pietro*13 citations*
565. **[Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks ↗](https://aclanthology.org/P19-1556/)**Anush Kamath, Sparsh Gupta, Vitor Carvalho*13 citations*
566. **[StRE: Self Attentive Edit Quality Prediction in Wikipedia ↗](https://aclanthology.org/P19-1387/)**Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar et al.*13 citations*
567. **[Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ↗](https://aclanthology.org/P19-1167/)**Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna Wallach et al.*13 citations*
568. **[Using Human Attention to Extract Keyphrase from Microblog Post ↗](https://aclanthology.org/P19-1588/)**Yingyi Zhang, Chengzhi Zhang*13 citations*
569. **[Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ↗](https://aclanthology.org/P19-1609/)**Tao Ge, Xingxing Zhang, Furu Wei et al.*12 citations*
570. **[Course Concept Expansion in MOOCs with External Knowledge and Interactive Game ↗](https://aclanthology.org/P19-1421/)**Jifan Yu, Chenyu Wang, Gan Luo et al.*12 citations*
571. **[Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ↗](https://aclanthology.org/P19-1575/)**James Fiacco, Samridhi Choudhary, Carolyn Rose*12 citations*
572. **[Learning Compressed Sentence Representations for On-Device Text Processing ↗](https://aclanthology.org/P19-1011/)**Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman et al.*12 citations*
573. **[My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers ↗](https://aclanthology.org/P19-3024/)**Nitin Madnani, Beata Beigman Klebanov, Anastassia Loukina et al. · System Demonstrations*12 citations*
574. **[The Effectiveness of Simple Hybrid Systems for Hypernym Discovery ↗](https://aclanthology.org/P19-1327/)**William Held, Nizar Habash*12 citations*
575. **[A Corpus for Modeling User and Language Effects in Argumentation on Online Debating ↗](https://aclanthology.org/P19-1057/)**Esin Durmus, Claire Cardie*11 citations*
576. **[An Automated Framework for Fast Cognate Detection and Bayesian Phylogenetic Inference in Computational Historical Linguistics ↗](https://aclanthology.org/P19-1627/)**Taraka Rama, Johann-Mattis List*11 citations*
577. **[Automatic Evaluation of Local Topic Quality ↗](https://aclanthology.org/P19-1076/)**Jeffrey Lund, Piper Armstrong, Wilson Fearn et al.*11 citations*
578. **[Better Exploiting Latent Variables in Text Modeling ↗](https://aclanthology.org/P19-1553/)**Canasai Kruengkrai*11 citations*
579. **[CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ↗](https://aclanthology.org/P19-1381/)**Roberto Dessì, Marco Baroni*11 citations*
580. **[Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding ↗](https://aclanthology.org/P19-1190/)**Junyi Li, Wayne Xin Zhao, Ji-Rong Wen et al.*11 citations*
581. **[Manipulating the Difficulty of C-Tests ↗](https://aclanthology.org/P19-1035/)**Ji-Ung Lee, Erik Schwan, Christian M. Meyer*11 citations*
582. **[Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae ↗](https://aclanthology.org/P19-3028/)**Piero Molino, Yang Wang, Jiawei Zhang · System Demonstrations*11 citations*
583. **[Rationally Reappraising ATIS-based Dialogue Systems ↗](https://aclanthology.org/P19-1550/)**Jingcheng Niu, Gerald Penn*11 citations*
584. **[SLATE: A Super-Lightweight Annotation Tool for Experts ↗](https://aclanthology.org/P19-3002/)**Jonathan K. Kummerfeld · System Demonstrations*11 citations*
585. **[Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ↗](https://aclanthology.org/P19-1105/)**Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto*11 citations*
586. **[Unraveling Antonym's Word Vectors through a Siamese-like Network ↗](https://aclanthology.org/P19-1319/)**Mathias Etcheverry, Dina Wonsever*11 citations*
587. **[Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic Learning ↗](https://aclanthology.org/P19-1155/)**Nicole Mirea, Klinton Bicknell*11 citations*
588. **[A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ↗](https://aclanthology.org/P19-1341/)**Mengjie Zhao, Hinrich Schütze*10 citations*
589. **[An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing ↗](https://aclanthology.org/P19-1562/)**Zhisong Zhang, Xuezhe Ma, Eduard Hovy*10 citations*
590. **[Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ↗](https://aclanthology.org/P19-1614/)**Ashok Prakash, Arpit Sharma, Arindam Mitra et al.*10 citations*
591. **[Improving Open Information Extraction via Iterative Rank-Aware Learning ↗](https://aclanthology.org/P19-1523/)**Zhengbao Jiang, Pengcheng Yin, Graham Neubig*10 citations*
592. **[Joint Effects of Context and User History for Predicting Online Conversation Re-entries ↗](https://aclanthology.org/P19-1270/)**Xingshan Zeng, Jing Li, Lu Wang et al.*10 citations*
593. **[Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts ↗](https://aclanthology.org/P19-1414/)**Jong-Hoon Oh, Kazuma Kadowaki, Julien Kloetzer et al.*10 citations*
594. **[PerspectroScope: A Window to the World of Diverse Perspectives ↗](https://aclanthology.org/P19-3022/)**Sihao Chen, Daniel Khashabi, Chris Callison-Burch et al. · System Demonstrations*10 citations*
595. **[Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ↗](https://aclanthology.org/P19-1186/)**Yitong Li, Timothy Baldwin, Trevor Cohn*10 citations*
596. **[Toward Comprehensive Understanding of a Sentiment Based on Human Motives ↗](https://aclanthology.org/P19-1461/)**Naoki Otani, Eduard Hovy*10 citations*
597. **[Unified Semantic Parsing with Weak Supervision ↗](https://aclanthology.org/P19-1473/)**Priyanka Agrawal, Ayushi Dalmia, Parag Jain et al.*10 citations*
598. **[AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing ↗](https://aclanthology.org/P19-1418/)**Xiang Zhang, Shizhu He, Kang Liu et al.*9 citations*
599. **[Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets ↗](https://aclanthology.org/P19-1268/)**Nicole Peinelt, Maria Liakata, Dong Nguyen*9 citations*
600. **[Identifying Visible Actions in Lifestyle Vlogs ↗](https://aclanthology.org/P19-1643/)**Oana Ignat, Laura Burdick, Jia Deng et al.*9 citations*

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