---
title: "CoNLL 2019 — all accepted papers with summaries and citations"
description: "All 113 papers of CoNLL 2019 · page 1 of 2, the most cited first; those with our summary link to it."
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---
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# CoNLL 2019: all accepted papers

113 papers · page 1 of 2 · the most cited first · [← CoNLL 2019](https://md.research.elamur.ai/free/en/venues/conll/2019/)

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1. **[Pretraining-Based Natural Language Generation for Text Summarization ↗](https://aclanthology.org/K19-1074/)**Haoyu Zhang, Jingjing Cai, Jianjun Xu et al.*214 citations*
2. **[Learning Dense Representations for Entity Retrieval](https://md.research.elamur.ai/free/en/papers/gillick-2019-learning-dense-representations-entity-retrieval/)**Daniel Gillick, Sayali Kulkarni, Larry Lansing et al.*201 citations · our summary*
3. **[Do Massively Pretrained Language Models Make Better Storytellers? ↗](https://aclanthology.org/K19-1079/)**Abigail See, Aneesh Pappu, Rohun Saxena et al.*134 citations*
4. **[Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence ↗](https://aclanthology.org/K19-1047/)**Siyi Liu, Lei Guo, Kate Mays et al.*103 citations*
5. **[Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences ↗](https://aclanthology.org/K19-1026/)**Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu et al.*89 citations*
6. **[Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking](https://md.research.elamur.ai/free/en/papers/broscheit-2019-investigating-entity-knowledge-bert-simple/)**Samuel Broscheit*89 citations · our summary*
7. **[A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking](https://md.research.elamur.ai/free/en/papers/hanselowski-2019-richly-annotated-corpus-different-tasks/)**Andreas Hanselowski, Christian Stab, Claudia Schulz et al.*84 citations · our summary*
8. **[Studying Generalisability across Abusive Language Detection Datasets ↗](https://aclanthology.org/K19-1088/)**Steve Durairaj Swamy, Anupam Jamatia, Björn Gambäck*84 citations*
9. **[On Model Stability as a Function of Random Seed ↗](https://aclanthology.org/K19-1087/)**Pranava Madhyastha, Rishabh Jain*72 citations*
10. **[Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer Reviews ↗](https://aclanthology.org/K19-1092/)**Jan Kocoń, Piotr Miłkowski, Monika Zaśko-Zielińska*68 citations*
11. **[EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference](https://md.research.elamur.ai/free/en/papers/ravichander-2019-equate-benchmark-evaluation-framework-quantitative/)**Abhilasha Ravichander, Aakanksha Naik, Carolyn Rose et al.*66 citations · our summary*
12. **[MRP 2019: Cross-Framework Meaning Representation Parsing ↗](https://aclanthology.org/K19-2001/)**Stephan Oepen, Omri Abend, Jan Hajic et al.*63 citations*
13. **[A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification ↗](https://aclanthology.org/K19-1036/)**Ruizhe Li, Chenghua Lin, Matthew Collinson et al.*59 citations*
14. **[CogniVal: A Framework for Cognitive Word Embedding Evaluation ↗](https://aclanthology.org/K19-1050/)**Nora Hollenstein, Antonio de la Torre, Nicolas Langer et al.*59 citations*
15. **[Federated Learning of N-Gram Language Models ↗](https://aclanthology.org/K19-1012/)**Mingqing Chen, Ananda Theertha Suresh, Rajiv Mathews et al.*57 citations*
16. **[Deep Structured Neural Network for Event Temporal Relation Extraction ↗](https://aclanthology.org/K19-1062/)**Rujun Han, I-Hung Hsu, Mu Yang et al.*56 citations*
17. **[Large-Scale Representation Learning from Visually Grounded Untranscribed Speech ↗](https://aclanthology.org/K19-1006/)**Gabriel Ilharco, Yuan Zhang, Jason Baldridge*56 citations*
18. **[Evidence Sentence Extraction for Machine Reading Comprehension ↗](https://aclanthology.org/K19-1065/)**Hai Wang, Dian Yu, Kai Sun et al.*51 citations*
19. **[Named Entity Recognition with Partially Annotated Training Data ↗](https://aclanthology.org/K19-1060/)**Stephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai et al.*47 citations*
20. **[Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text ↗](https://aclanthology.org/K19-1076/)**Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li*46 citations*
21. **[Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering ↗](https://aclanthology.org/K19-1005/)**J. Edward Hu, Abhinav Singh, Nils Holzenberger et al.*43 citations*
22. **[On the Relation between Position Information and Sentence Length in Neural Machine Translation ↗](https://aclanthology.org/K19-1031/)**Masato Neishi, Naoki Yoshinaga*40 citations*
23. **[A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions ↗](https://aclanthology.org/K19-1039/)**Jack Hessel, Bo Pang, Zhenhai Zhu et al.*38 citations*
24. **[Automated Pyramid Summarization Evaluation ↗](https://aclanthology.org/K19-1038/)**Yanjun Gao, Chen Sun, Rebecca J. Passonneau*38 citations*
25. **[Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models ↗](https://aclanthology.org/K19-1007/)**Grusha Prasad, Marten van Schijndel, Tal Linzen*37 citations*
26. **[Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets ↗](https://aclanthology.org/K19-1019/)**Ohad Rozen, Vered Shwartz, Roee Aharoni et al.*35 citations*
27. **[Neural Attentive Bag-of-Entities Model for Text Classification ↗](https://aclanthology.org/K19-1052/)**Ikuya Yamada, Hiroyuki Shindo*35 citations*
28. **[HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding ↗](https://aclanthology.org/K19-2007/)**Wanxiang Che, Longxu Dou, Yang Xu et al.*34 citations*
29. **[Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation ↗](https://aclanthology.org/K19-1004/)**Qianchu Liu, Diana McCarthy, Ivan Vulić et al.*34 citations*
30. **[Weird Inflects but OK: Making Sense of Morphological Generation Errors ↗](https://aclanthology.org/K19-1014/)**Kyle Gorman, Arya D. McCarthy, Ryan Cotterell et al.*34 citations*
31. **[Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment ↗](https://aclanthology.org/K19-1001/)**Jaap Jumelet, Willem Zuidema, Dieuwke Hupkes*32 citations*
32. **[Variational Semi-Supervised Aspect-Term Sentiment Analysis via Transformer ↗](https://aclanthology.org/K19-1090/)**Xingyi Cheng, Weidi Xu, Taifeng Wang et al.*31 citations*
33. **[Improving Pre-Trained Multilingual Model with Vocabulary Expansion ↗](https://aclanthology.org/K19-1030/)**Hai Wang, Dian Yu, Kai Sun et al.*30 citations*
34. **[Effective Attention Modeling for Neural Relation Extraction ↗](https://aclanthology.org/K19-1056/)**Tapas Nayak, Hwee Tou Ng*28 citations*
35. **[Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources ↗](https://aclanthology.org/K19-1061/)**Meryem M'hamdi, Marjorie Freedman, Jonathan May*26 citations*
36. **[Slang Detection and Identification ↗](https://aclanthology.org/K19-1082/)**Zhengqi Pei, Zhewei Sun, Yang Xu*26 citations*
37. **[Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification ↗](https://aclanthology.org/K19-1044/)**Raphael Schumann, Ines Rehbein*24 citations*
38. **[Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages ↗](https://aclanthology.org/K19-1035/)**Wasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma et al.*24 citations*
39. **[Predicting the Role of Political Trolls in Social Media ↗](https://aclanthology.org/K19-1096/)**Atanas Atanasov, Gianmarco De Francisci Morales, Preslav Nakov*24 citations*
40. **[How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? ↗](https://aclanthology.org/K19-1043/)**Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg*23 citations*
41. **[Low-Resource Parsing with Crosslingual Contextualized Representations ↗](https://aclanthology.org/K19-1029/)**Phoebe Mulcaire, Jungo Kasai, Noah A. Smith*23 citations*
42. **[Named Entity Recognition - Is There a Glass Ceiling? ↗](https://aclanthology.org/K19-1058/)**Tomasz Stanislawek, Anna Wróblewska, Alicja Wójcicka et al.*23 citations*
43. **[Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech ↗](https://aclanthology.org/K19-1032/)**William N. Havard, Jean-Pierre Chevrot, Laurent Besacier*23 citations*
44. **[Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data ↗](https://aclanthology.org/K19-1020/)**Chi-kiu Lo, Michel Simard*20 citations*
45. **[MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention ↗](https://aclanthology.org/K19-1055/)**Jiayu Chen, Caixia Yuan, Xiaojie Wang et al.*18 citations*
46. **[Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/K19-1091/)**Mengting Hu, Shiwan Zhao, Honglei Guo et al.*17 citations*
47. **[Saarland at MRP 2019: Compositional parsing across all graphbanks ↗](https://aclanthology.org/K19-2006/)**Lucia Donatelli, Meaghan Fowlie, Jonas Groschwitz et al.*17 citations*
48. **[Compositional Generalization in Image Captioning ↗](https://aclanthology.org/K19-1009/)**Mitja Nikolaus, Mostafa Abdou, Matthew Lamm et al.*16 citations*
49. **[On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages ↗](https://aclanthology.org/K19-1021/)**Yi Zhu, Benjamin Heinzerling, Ivan Vulić et al.*16 citations*
50. **[SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT ↗](https://aclanthology.org/K19-2014/)**Yue Zhang, Wei Jiang, Qingrong Xia et al.*16 citations*
51. **[SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing ↗](https://aclanthology.org/K19-2004/)**Zuchao Li, Hai Zhao, Zhuosheng Zhang et al.*15 citations*
52. **[Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment Analysis ↗](https://aclanthology.org/K19-1097/)**Yanlin Feng, Xiaojun Wan*15 citations*
53. **[Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine Translation ↗](https://aclanthology.org/K19-1028/)**Leshem Choshen, Omri Abend*14 citations*
54. **[Linguistic Analysis Improves Neural Metaphor Detection ↗](https://aclanthology.org/K19-1034/)**Kevin Stowe, Sarah Moeller, Laura Michaelis et al.*14 citations*
55. **[BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature ↗](https://aclanthology.org/K19-1081/)**Sajawel Ahmed, Manuel Stoeckel, Christine Driller et al.*13 citations*
56. **[BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification ↗](https://aclanthology.org/K19-1054/)**Pedro Mota, Maxine Eskenazi, Luísa Coheur*13 citations*
57. **[Procedural Reasoning Networks for Understanding Multimodal Procedures ↗](https://aclanthology.org/K19-1041/)**Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem et al.*13 citations*
58. **[Representing Movie Characters in Dialogues ↗](https://aclanthology.org/K19-1010/)**Mahmoud Azab, Noriyuki Kojima, Jia Deng et al.*13 citations*
59. **[A General-Purpose Algorithm for Constrained Sequential Inference ↗](https://aclanthology.org/K19-1045/)**Daniel Deutsch, Shyam Upadhyay, Dan Roth*12 citations*
60. **[KnowSemLM: A Knowledge Infused Semantic Language Model ↗](https://aclanthology.org/K19-1051/)**Haoruo Peng, Qiang Ning, Dan Roth*12 citations*
61. **[Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation ↗](https://aclanthology.org/K19-1048/)**Xiao Huang, Li Dong, Elizabeth Boschee et al.*12 citations*
62. **[Policy Preference Detection in Parliamentary Debate Motions ↗](https://aclanthology.org/K19-1024/)**Gavin Abercrombie, Federico Nanni, Riza Batista-Navarro et al.*12 citations*
63. **[TUPA at MRP 2019: A Multi-Task Baseline System ↗](https://aclanthology.org/K19-2002/)**Daniel Hershcovich, Ofir Arviv*12 citations*
64. **[Global Autoregressive Models for Data-Efficient Sequence Learning ↗](https://aclanthology.org/K19-1084/)**Tetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman*11 citations*
65. **[In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes ↗](https://aclanthology.org/K19-1077/)**Lei Li, Wei Liu, Marina Litvak et al.*11 citations*
66. **[Learning to Represent Bilingual Dictionaries ↗](https://aclanthology.org/K19-1015/)**Muhao Chen, Yingtao Tian, Haochen Chen et al.*11 citations*
67. **[Peking at MRP 2019: Factorization- and Composition-Based Parsing for Elementary Dependency Structures ↗](https://aclanthology.org/K19-2016/)**Yufei Chen, Yajie Ye, Weiwei Sun*10 citations*
68. **[Self-Adaptive Scaling for Learnable Residual Structure ↗](https://aclanthology.org/K19-1080/)**Fenglin Liu, Meng Gao, Yuanxin Liu et al.*10 citations*
69. **[The ERG at MRP 2019: Radically Compositional Semantic Dependencies](https://md.research.elamur.ai/free/en/papers/oepen-2019-erg-mrp-2019-radically-compositional/)**Stephan Oepen, Dan Flickinger*10 citations · our summary*
70. **[TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots ↗](https://aclanthology.org/K19-1069/)**Wentao Ma, Yiming Cui, Nan Shao et al.*10 citations*
71. **[ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task ↗](https://aclanthology.org/K19-2012/)**Milan Straka, Jana Straková*10 citations*
72. **[Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon ↗](https://aclanthology.org/K19-1011/)**Paola Merlo, Maria Andueza Rodriguez*9 citations*
73. **[Memory Graph Networks for Explainable Memory-grounded Question Answering ↗](https://aclanthology.org/K19-1068/)**Seungwhan Moon, Pararth Shah, Anuj Kumar et al.*9 citations*
74. **[SJTU at MRP 2019: A Transition-Based Multi-Task Parser for Cross-Framework Meaning Representation Parsing ↗](https://aclanthology.org/K19-2008/)**Hongxiao Bai, Hai Zhao*9 citations*
75. **[Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring ↗](https://aclanthology.org/K19-2013/)**Jie Cao, Yi Zhang, Adel Youssef et al.*8 citations*
76. **[On the Limits of Learning to Actively Learn Semantic Representations ↗](https://aclanthology.org/K19-1042/)**Omri Koshorek, Gabriel Stanovsky, Yichu Zhou et al.*8 citations*
77. **[Relation Module for Non-Answerable Predictions on Reading Comprehension ↗](https://aclanthology.org/K19-1070/)**Kevin Huang, Yun Tang, Jing Huang et al.*8 citations*
78. **[Roll Call Vote Prediction with Knowledge Augmented Models ↗](https://aclanthology.org/K19-1053/)**Pallavi Patil, Kriti Myer, Ronak Zala et al.*8 citations*
79. **[CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action ↗](https://aclanthology.org/K19-2010/)**Sunny Lai, Chun Hei Lo, Kwong Sak Leung et al.*7 citations*
80. **[Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots ↗](https://aclanthology.org/K19-1067/)**Cao Liu, Kang Liu, Shizhu He et al.*7 citations*
81. **[Leveraging Past References for Robust Language Grounding ↗](https://aclanthology.org/K19-1040/)**Subhro Roy, Michael Noseworthy, Rohan Paul et al.*7 citations*
82. **[Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification ↗](https://aclanthology.org/K19-1064/)**Hsin-Ping Huang, Junyi Jessy Li*7 citations*
83. **[Cluster-Gated Convolutional Neural Network for Short Text Classification ↗](https://aclanthology.org/K19-1094/)**Haidong Zhang, Wancheng Ni, Meijing Zhao et al.*6 citations*
84. **[Learning Analogy-Preserving Sentence Embeddings for Answer Selection ↗](https://aclanthology.org/K19-1085/)**Aïssatou Diallo, Markus Zopf, Johannes Fürnkranz*6 citations*
85. **[Mimic and Rephrase: Reflective Listening in Open-Ended Dialogue ↗](https://aclanthology.org/K19-1037/)**Justin Dieter, Tian Wang, Arun Tejasvi Chaganty et al.*6 citations*
86. **[Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns ↗](https://aclanthology.org/K19-1008/)**Ella Rabinovich, Julia Watson, Barend Beekhuizen et al.*6 citations*
87. **[Generating Timelines by Modeling Semantic Change ↗](https://aclanthology.org/K19-1018/)**Guy D. Rosin, Kira Radinsky*5 citations*
88. **[Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing ↗](https://aclanthology.org/K19-2011/)**Yuta Koreeda, Gaku Morio, Terufumi Morishita et al.*5 citations*
89. **[Learning Conceptual Spaces with Disentangled Facets ↗](https://aclanthology.org/K19-1013/)**Rana Alshaikh, Zied Bouraoui, Steven Schockaert*5 citations*
90. **[Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition Supersenses ↗](https://aclanthology.org/K19-1017/)**Jakob Prange, Nathan Schneider, Omri Abend*5 citations*
91. **[Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale Problems ↗](https://aclanthology.org/K19-1089/)**Michael Tschuggnall, Benjamin Murauer, Günther Specht*5 citations*
92. **[ÚFAL-Oslo at MRP 2019: Garage Sale Semantic Parsing ↗](https://aclanthology.org/K19-2015/)**Kira Droganova, Andrey Kutuzov, Nikita Mediankin et al.*5 citations*
93. **[A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models ↗](https://aclanthology.org/K19-1086/)**Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura et al.*4 citations*
94. **[Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification ↗](https://aclanthology.org/K19-1095/)**Tushaar Gangavarapu, Gokul S Krishnan, Sowmya Kamath S*4 citations*
95. **[Exploiting the Entity Type Sequence to Benefit Event Detection ↗](https://aclanthology.org/K19-1057/)**Yuze Ji, Youfang Lin, Jianwei Gao et al.*4 citations*
96. **[A Personalized Sentiment Model with Textual and Contextual Information ↗](https://aclanthology.org/K19-1093/)**Siwen Guo, Sviatlana Höhn, Christoph Schommer*3 citations*
97. **[Generating Formality-Tuned Summaries Using Input-Dependent Rewards ↗](https://aclanthology.org/K19-1078/)**Kushal Chawla, Balaji Vasan Srinivasan, Niyati Chhaya*3 citations*
98. **[Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning ↗](https://aclanthology.org/K19-1025/)**Xuewen Shi, Heyan Huang, Wenguan Wang et al.*3 citations*
99. **[JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing ↗](https://aclanthology.org/K19-2009/)**Seung-Hoon Na, Jinwoon Min, Kwanghyeon Park et al.*3 citations*
100. **[Low-Rank Approximations of Second-Order Document Representations ↗](https://aclanthology.org/K19-1059/)**Jarkko Lagus, Janne Sinkkonen, Arto Klami*3 citations*

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