📰 COLING 2020 — accepted papers

COLING 2020 is the 2020 edition of the International Conference on Computational Linguistics (COLING), held in Barcelona, Spain (Online), December 2020 (publisher: International Committee on Computational Linguistics (ICCL)). The ACL Anthology lists 657 papers of it in 4 tracks; our library holds 46 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main612Industry Track22System Demonstrations16Tutorial Abstracts7

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingYucheng Wang, Bowen Yu, Yueyang Zhang et al.457 citations · our summary
2. IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLPFajri Koto, Afshin Rahimi, Jey Han Lau et al.343 citations
3. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara et al.253 citations · our summary
4. CLUE: A Chinese Language Understanding Evaluation BenchmarkLiang Xu, Hai Hu, Xuanwei Zhang et al.252 citations
5. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank230 citations · our summary
6. DocBank: A Benchmark Dataset for Document Layout AnalysisMinghao Li, Yiheng Xu, Lei Cui et al.217 citations
7. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller187 citations · our summary
8. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel184 citations · our summary
9. CoLAKE: Contextualized Language and Knowledge EmbeddingTianxiang Sun, Yunfan Shao, Xipeng Qiu et al.180 citations · our summary
10. Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationTimo Schick, Helmut Schmid, Hinrich Schütze161 citations · our summary

All accepted papers (657)

The most cited first; 46 with our summary link to their page here, the others to the original.

1. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingYucheng Wang, Bowen Yu, Yueyang Zhang et al.457 citations · our summary
2. IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLPFajri Koto, Afshin Rahimi, Jey Han Lau et al.343 citations
3. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara et al.253 citations · our summary
4. CLUE: A Chinese Language Understanding Evaluation BenchmarkLiang Xu, Hai Hu, Xuanwei Zhang et al.252 citations
5. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank230 citations · our summary
6. DocBank: A Benchmark Dataset for Document Layout AnalysisMinghao Li, Yiheng Xu, Lei Cui et al.217 citations
7. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller187 citations · our summary
8. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel184 citations · our summary
9. CoLAKE: Contextualized Language and Knowledge EmbeddingTianxiang Sun, Yunfan Shao, Xipeng Qiu et al.180 citations · our summary
10. Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationTimo Schick, Helmut Schmid, Hinrich Schütze161 citations · our summary
11. Better Sign Language Translation with STMC-TransformerKayo Yin, Jesse Read160 citations
12. Towards Topic-Guided Conversational Recommender SystemKun Zhou, Yuanhang Zhou, Wayne Xin Zhao et al.158 citations
13. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, V.S., Laks Lakshmanan150 citations · our summary
14. Decolonising Speech and Language TechnologySteven Bird147 citations · our summary
15. TeRo: A Time-aware Knowledge Graph Embedding via Temporal RotationChengjin Xu, Mojtaba Nayyeri, Fouad Alkhoury et al.146 citations
16. EmpDG: Multi-resolution Interactive Empathetic Dialogue GenerationQintong Li, Hongshen Chen, Zhaochun Ren et al.139 citations
17. CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From CharactersHicham El Boukkouri, Olivier Ferret, Thomas Lavergne et al.131 citations · our summary
18. Continual Lifelong Learning in Natural Language Processing: A SurveyMagdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà131 citations
19. Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language ModelsBosung Kim, Taesuk Hong, Youngjoong Ko et al.116 citations
20. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An et al.111 citations · our summary
21. Mixup-Transformer: Dynamic Data Augmentation for NLP TasksLichao Sun, Congying Xia, Wenpeng Yin et al.111 citations
22. Neural Automated Essay Scoring Incorporating Handcrafted FeaturesMasaki Uto, Yikuan Xie, Maomi Ueno109 citations
23. Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment AnalysisBin Liang, Rongdi Yin, Lin Gui et al.105 citations
24. Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional NetworkHongjie Cai, Yaofeng Tu, Xiangsheng Zhou et al.104 citations
25. CharBERT: Character-aware Pre-trained Language ModelWentao Ma, Yiming Cui, Chenglei Si et al.98 citations

See all 657 papers in COLING 2020 — accepted papers →

📄 Papers with our summary in our library (46)

The most cited first (OpenAlex citations plus our library's).

1. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh 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 LinkingYucheng Wang, Bowen Yu, Yueyang Zhang, et al.2020 · 529 citations
3. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
4. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank2020 · 336 citations
5. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel2020 · 266 citations
6. Decolonising Speech and Language TechnologySteven Bird2020 · 254 citations
7. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.2020 · 245 citations
8. CoLAKE: Contextualized Language and Knowledge EmbeddingTianxiang Sun, Yunfan Shao, Xipeng Qiu, et al.2020 · 238 citations
9. Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationTimo Schick, Helmut Schmid, Hinrich Schütze2020 · 233 citations
10. CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From CharactersHicham 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 TranslationBryan Eikema, Wilker Aziz2020 · 165 citations
12. Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse StructureJiaqi Li, Ming Liu, Min-Yen Kan, et al.2020 · 141 citations
13. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
14. Does Gender Matter? Towards Fairness in Dialogue SystemsHaochen 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 CorpusIsaac Caswell, Theresa Breiner, Daan van Esch, et al.2020 · 111 citations
16. TransQuest: Translation Quality Estimation with Cross-lingual TransformersTharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov2020 · 91 citations
17. Event Coreference Resolution with their Paraphrases and Argument-aware EmbeddingsYutao Zeng, Xiaolong Jin, Saiping Guan, et al.2020 · 50 citations
18. CxGBERT: BERT meets Construction GrammarHarish Tayyar Madabushi, Laurence Romain, Dagmar Divjak, et al.2020 · 46 citations
19. QANom: Question-Answer driven SRL for NominalizationsAyal Klein, Jonathan Mamou, Valentina Pyatkin, et al.2020 · 40 citations
20. Multilingual Neural RST Discourse ParsingZhengyuan Liu, Ke Shi, Nancy Chen2020 · 37 citations
21. Interactively-Propagative Attention Learning for Implicit Discourse Relation RecognitionHuibin Ruan, Yu Hong, Yang Xu, et al.2020 · 35 citations
22. Multitask Learning-Based Neural Bridging Reference ResolutionJuntao Yu, Massimo Poesio2020 · 32 citations
23. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionShaoru 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 ConvolutionsJingye Li, Hao Fei, Donghong Ji2020 · 25 citations
25. Bridging Resolution: A Survey of the State of the ArtHideo Kobayashi, Vincent Ng2020 · 24 citations

See all 46 works in COLING 2020 — accepted papers →

🧭 Top topics

Topics of its works in our library, with the number of works on each.

English (10)🔗Coreference resolution (6)🗨️Dialogue systems (6)💬Speech act theory (5)🔁Machine translation (5)🧵Discourse analysis (4)❓Question answering (4)🌍Multilingual & cross-lingual NLP (4)📏Evaluation & benchmarks (4)🧮Reasoning (4)😊Sentiment & emotion (3)🌱Low-resource languages (3)🎭Semantic role labeling (2)🧠Language models & pretraining (2)🏷️Named entity recognition (1)

📚 Fields

🎭Arts and Humanities (46)🖥️Computer Science (45)🤝Social Sciences (2)🧬Biochemistry, Genetics and Molecular Biology (1)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of CopenhagenCopenhagen · Denmark3 works here🎓Georgetown UniversityWashington · United States3 works here🔬Centre National de la Recherche ScientifiqueParis · France2 works here🎓University of British ColumbiaVancouver · Canada2 works here🎓Queen Mary University of LondonLondon · United Kingdom2 works here🎓Hebrew University of JerusalemJerusalem · Israel2 works here🏛️Chinese Academy of SciencesBeijing · China2 works here🎓University of WashingtonSeattle · United States2 works here🎓Tohoku UniversitySendai · Japan2 works here🔬Institute for Infocomm ResearchSingapore · Singapore2 works here🔬RIKENWako · Japan2 works here🎓University of Chinese Academy of SciencesBeijing · China2 works here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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