---
title: "COLING 2020 — all papers: 46 in our library, the most cited first"
description: "46 works of COLING 2020 in our library, the most cited first. Among them: Constructing A Multi-hop QA Dataset for Comprehensive…"
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# COLING 2020: all papers in our library

46 works · the most cited first · [← COLING 2020](https://md.research.elamur.ai/free/en/venues/coling/2020/)

1. **[Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps](https://md.research.elamur.ai/free/en/papers/ho-2020-constructing-multi-hop-qa-dataset/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.*2020 · 735 citations*
2. **[TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking](https://md.research.elamur.ai/free/en/papers/wang-2020-tplinker-single-stage-joint-extraction/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Yucheng Wang, Bowen Yu, Yueyang Zhang, et al.*2020 · 529 citations*
3. **[German's Next Language Model](https://md.research.elamur.ai/free/en/papers/chan-2020-german-s-next-language-model/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Branden Chan, Stefan Schweter, Timo Möller*2020 · 385 citations*
4. **[Neural Unsupervised Domain Adaptation in NLP–-A Survey](https://md.research.elamur.ai/free/en/papers/ramponi-2020-neural-unsupervised-domain-adaptation-nlp/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Alan Ramponi, Barbara Plank*2020 · 336 citations*
5. **[An Analysis of Simple Data Augmentation for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/dai-2020-analysis-simple-data-augmentation-named/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Xiang Dai, Heike Adel*2020 · 266 citations*
6. **[Decolonising Speech and Language Technology](https://md.research.elamur.ai/free/en/papers/bird-2020-decolonising-speech-language-technology/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Steven Bird*2020 · 254 citations*
7. **[Automatic Detection of Machine Generated Text: A Critical Survey](https://md.research.elamur.ai/free/en/papers/jawahar-2020-automatic-detection-machine-generated-text/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.*2020 · 245 citations*
8. **[CoLAKE: Contextualized Language and Knowledge Embedding](https://md.research.elamur.ai/free/en/papers/sun-2020-colake-contextualized-language-knowledge-embedding/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Tianxiang Sun, Yunfan Shao, Xipeng Qiu, et al.*2020 · 238 citations*
9. **[Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification](https://md.research.elamur.ai/free/en/papers/schick-2020-automatically-identifying-words-that-can/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Timo Schick, Helmut Schmid, Hinrich Schütze*2020 · 233 citations*
10. **[CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters](https://md.research.elamur.ai/free/en/papers/boukkouri-2020-characterbert-reconciling-elmo-bert-word/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, et al.*2020 · 204 citations*
11. **[Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/eikema-2020-is-map-decoding-all-you/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Bryan Eikema, Wilker Aziz*2020 · 165 citations*
12. **[Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure](https://md.research.elamur.ai/free/en/papers/li-2020-molweni-challenge-multiparty-dialogues-based/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Jiaqi Li, Ming Liu, Min-Yen Kan, et al.*2020 · 141 citations*
13. **[Affective and Contextual Embedding for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/babanejad-2020-affective-contextual-embedding-sarcasm-detection/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Nastaran Babanejad, Heidar Davoudi, Aijun An, et al.*2020 · 135 citations*
14. **[Does Gender Matter? Towards Fairness in Dialogue Systems](https://md.research.elamur.ai/free/en/papers/liu-2020-does-gender-matter-fairness-dialogue/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Haochen Liu, Jamell Dacon, Wenqi Fan, et al.*2020 · 132 citations*
15. **[Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus](https://md.research.elamur.ai/free/en/papers/caswell-2020-language-id-wild-unexpected/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Isaac Caswell, Theresa Breiner, Daan van Esch, et al.*2020 · 111 citations*
16. **[TransQuest: Translation Quality Estimation with Cross-lingual Transformers](https://md.research.elamur.ai/free/en/papers/ranasinghe-2020-transquest-translation-quality-estimation-cross/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov*2020 · 91 citations*
17. **[Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings](https://md.research.elamur.ai/free/en/papers/zeng-2020-event-coreference-resolution-their-paraphrases/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Yutao Zeng, Xiaolong Jin, Saiping Guan, et al.*2020 · 50 citations*
18. **[CxGBERT: BERT meets Construction Grammar](https://md.research.elamur.ai/free/en/papers/madabushi-2020-cxgbert-bert-meets-construction-grammar/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Harish Tayyar Madabushi, Laurence Romain, Dagmar Divjak, et al.*2020 · 46 citations*
19. [**QANom: Question-Answer driven SRL for Nominalizations**Ayal Klein, Jonathan Mamou, Valentina Pyatkin, et al.*2020 · 40 citations*](https://md.research.elamur.ai/free/en/papers/klein-2020-qanom-question-answer-driven-srl/)
20. **[Multilingual Neural RST Discourse Parsing](https://md.research.elamur.ai/free/en/papers/liu-2020-multilingual-neural-rst-discourse-parsing/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Zhengyuan Liu, Ke Shi, Nancy Chen*2020 · 37 citations*
21. **[Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/ruan-2020-interactively-propagative-attention-learning-implicit/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Huibin Ruan, Yu Hong, Yang Xu, et al.*2020 · 35 citations*
22. **[Multitask Learning-Based Neural Bridging Reference Resolution](https://md.research.elamur.ai/free/en/papers/yu-2020-multitask-learning-based-neural-bridging/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Juntao Yu, Massimo Poesio*2020 · 32 citations*
23. **[Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension](https://md.research.elamur.ai/free/en/papers/guo-2020-incorporating-syntax-frame-semantics-neural/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Shaoru Guo, Yong Guan, Ru Li, et al.*2020 · 30 citations*
24. **[Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic Convolutions](https://md.research.elamur.ai/free/en/papers/li-2020-modeling-local-contexts-joint-dialogue/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Jingye Li, Hao Fei, Donghong Ji*2020 · 25 citations*
25. **[Bridging Resolution: A Survey of the State of the Art](https://md.research.elamur.ai/free/en/papers/kobayashi-2020-bridging-resolution-survey-state-art/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Hideo Kobayashi, Vincent Ng*2020 · 24 citations*
26. [**A Human Evaluation of AMR-to-English Generation Systems**Emma Manning, Shira Wein, Nathan Schneider*2020 · 24 citations*](https://md.research.elamur.ai/free/en/papers/manning-2020-human-evaluation-amr-english-generation/)
27. **[Taking the Correction Difficulty into Account in Grammatical Error Correction Evaluation](https://md.research.elamur.ai/free/en/papers/gotou-2020-taking-correction-difficulty-into-account/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Takumi Gotou, Ryo Nagata, Masato Mita, et al.*2020 · 23 citations*
28. **[Speaker-change Aware CRF for Dialogue Act Classification](https://md.research.elamur.ai/free/en/papers/shang-2020-speaker-change-aware-crf-dialogue/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Guokan Shang, Antoine Tixier, Michalis Vazirgiannis, et al.*2020 · 23 citations*
29. **[Multilingual Irony Detection with Dependency Syntax and Neural Models](https://md.research.elamur.ai/free/en/papers/cignarella-2020-multilingual-irony-detection-dependency-syntax/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Alessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti, et al.*2020 · 21 citations*
30. **[Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale Pretraining](https://md.research.elamur.ai/free/en/papers/guz-2020-unleashing-power-neural-discourse-parsers/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Grigorii Guz, Patrick Huber, Giuseppe Carenini*2020 · 19 citations*
31. **[The SADID Evaluation Datasets for Low-Resource Spoken Language Machine Translation of Arabic Dialects](https://md.research.elamur.ai/free/en/papers/abid-2020-sadid-evaluation-datasets-low-resource/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Wael Abid*2020 · 17 citations*
32. [**Free the Plural: Unrestricted Split-Antecedent Anaphora Resolution**Juntao Yu, Nafise Sadat Moosavi, Silviu Paun, et al.*2020 · 17 citations*](https://md.research.elamur.ai/free/en/papers/yu-2020-free-plural-unrestricted-split-antecedent/)
33. [**Combining Event Semantics and Degree Semantics for Natural Language Inference**Izumi Haruta, Koji Mineshima, Daisuke Bekki*2020 · 12 citations*](https://md.research.elamur.ai/free/en/papers/haruta-2020-combining-event-semantics-degree-semantics/)
34. [**Wiktionary Normalization of Translations and Morphological Information**Winston Wu, David Yarowsky*2020 · 12 citations*](https://md.research.elamur.ai/free/en/papers/wu-2020-wiktionary-normalization/)
35. **[Integrating User History into Heterogeneous Graph for Dialogue Act Recognition](https://md.research.elamur.ai/free/en/papers/wang-2020-integrating-user-history-into-heterogeneous/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Dong Wang, Ziran Li, Haitao Zheng, et al.*2020 · 10 citations*
36. [**Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics**Daniel Hershcovich, Nathan Schneider, Dotan Dvir, et al.*2020 · 9 citations*](https://md.research.elamur.ai/free/en/papers/hershcovich-2020-comparison-conversion-reverse-engineering-ucca/)
37. [**Fine-grained Information Status Classification Using Discourse Context-Aware BERT**Yufang Hou*2020 · 9 citations*](https://md.research.elamur.ai/free/en/papers/hou-2020-fine-grained-information-status-classification/)
38. **[An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/konno-2020-empirical-study-contextual-data-augmentation/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Ryuto Konno, Yuichiroh Matsubayashi, Shun Kiyono, et al.*2020 · 9 citations*
39. [**Contextualized Embeddings for Enriching Linguistic Analyses on Politeness**Ahmad Aljanaideh, Eric Fosler-Lussier, Marie-Catherine de Marneffe*2020 · 8 citations*](https://md.research.elamur.ai/free/en/papers/aljanaideh-2020-contextualized-embeddings-enriching-linguistic-analyses/)
40. [**Cross-lingual Semantic Representation for NLP with UCCA**Omri Abend, Dotan Dvir, Daniel Hershcovich, et al.*2020 · 6 citations*](https://md.research.elamur.ai/free/en/papers/abend-2020-cross-lingual-semantic-representation-nlp/)
41. **[A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations](https://md.research.elamur.ai/free/en/papers/taniguchi-2020-large-scale-corpus-e-mail/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Motoki Taniguchi, Yoshihiro Ueda, Tomoki Taniguchi, et al.*2020 · 6 citations*
42. [**Variation in Coreference Strategies across Genres and Production Media**Berfin Aktaş, Manfred Stede*2020 · 5 citations*](https://md.research.elamur.ai/free/en/papers/aktas-2020-variation-coreference-strategies-across-genres/)
43. [**Reasoning Requirements for Indirect Speech Act Interpretation**Vasanth Sarathy, Alexander Tsuetaki, Antonio Roque, et al.*2020 · 5 citations*](https://md.research.elamur.ai/free/en/papers/sarathy-2020-reasoning-requirements-indirect-speech-act/)
44. [**A guide to the dataset explosion in QA, NLI, and commonsense reasoning**Anna Rogers, Anna Rumshisky*2020 · 4 citations*](https://md.research.elamur.ai/free/en/papers/rogers-2020-guide-dataset-explosion-qa-nli/)
45. **[Real-Valued Logics for Typological Universals: Framework and Application](https://md.research.elamur.ai/free/en/papers/donicke-2020-real-valued-logics-typological-universals/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Tillmann Dönicke, Xiang Yu, Jonas Kuhn*2020 · 3 citations*
46. **[Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questions](https://md.research.elamur.ai/free/en/papers/westera-2020-similarity-or-deeper-understanding-analyzing/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Matthijs Westera, Jacopo Amidei, Laia Mayol*2020 · 2 citations*
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