📰 CoNLL 2020 — accepted papers

CoNLL 2020 is the 2020 edition of the Conference on Computational Natural Language Learning (CoNLL), held in Online, November 2020 (publisher: Association for Computational Linguistics). The ACL Anthology lists 61 papers of it; our library holds 8 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

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

1. Interpreting Attention Models with Human Visual Attention in Machine Reading ComprehensionEkta Sood, Simon Tannert, Diego Frassinelli et al.59 citations
2. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingStephan Oepen, Omri Abend, Lasha Abzianidze et al.48 citations · our summary
3. Alleviating Digitization Errors in Named Entity Recognition for Historical DocumentsEmanuela Boros, Ahmed Hamdi, Elvys Linhares Pontes et al.42 citations
4. How well does surprisal explain N400 amplitude under different experimental conditions?James A. Michaelov, Benjamin K. Bergen41 citations
5. When is a bishop not like a rook? When it's like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationshipsGabriella Chronis, Katrin Erk39 citations
6. Are Pretrained Language Models Symbolic Reasoners over Knowledge?Nora Kassner, Benno Krojer, Hinrich Schütze35 citations · our summary
7. On the Computational Power of Transformers and Its Implications in Sequence ModelingSatwik Bhattamishra, Arkil Patel, Navin Goyal32 citations
8. Bridging Information-Seeking Human Gaze and Machine Reading ComprehensionJonathan Malmaud, Roger Levy, Yevgeni Berzak30 citations
9. What Are You Trying to Do? Semantic Typing of Event ProcessesMuhao Chen, Hongming Zhang, Haoyu Wang et al.28 citations
10. Identifying Incorrect Labels in the CoNLL-2003 CorpusFrederick Reiss, Hong Xu, Bryan Cutler et al.27 citations

All accepted papers (61)

The most cited first; 8 with our summary link to their page here, the others to the original.

1. Interpreting Attention Models with Human Visual Attention in Machine Reading ComprehensionEkta Sood, Simon Tannert, Diego Frassinelli et al.59 citations
2. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingStephan Oepen, Omri Abend, Lasha Abzianidze et al.48 citations · our summary
3. Alleviating Digitization Errors in Named Entity Recognition for Historical DocumentsEmanuela Boros, Ahmed Hamdi, Elvys Linhares Pontes et al.42 citations
4. How well does surprisal explain N400 amplitude under different experimental conditions?James A. Michaelov, Benjamin K. Bergen41 citations
5. When is a bishop not like a rook? When it's like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationshipsGabriella Chronis, Katrin Erk39 citations
6. Are Pretrained Language Models Symbolic Reasoners over Knowledge?Nora Kassner, Benno Krojer, Hinrich Schütze35 citations · our summary
7. On the Computational Power of Transformers and Its Implications in Sequence ModelingSatwik Bhattamishra, Arkil Patel, Navin Goyal32 citations
8. Bridging Information-Seeking Human Gaze and Machine Reading ComprehensionJonathan Malmaud, Roger Levy, Yevgeni Berzak30 citations
9. What Are You Trying to Do? Semantic Typing of Event ProcessesMuhao Chen, Hongming Zhang, Haoyu Wang et al.28 citations
10. Identifying Incorrect Labels in the CoNLL-2003 CorpusFrederick Reiss, Hong Xu, Bryan Cutler et al.27 citations
11. Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based DecodingQile Zhu, Haidar Khan, Saleh Soltan et al.26 citations
12. TaxiNLI: Taking a Ride up the NLU HillPratik Joshi, Somak Aditya, Aalok Sathe et al.22 citations
13. Cloze Distillation: Improving Neural Language Models with Human Next-Word PredictionTiwalayo Eisape, Noga Zaslavsky, Roger Levy21 citations
14. Continual Adaptation for Efficient Machine CommunicationRobert Hawkins, Minae Kwon, Dorsa Sadigh et al.21 citations
15. A simple repair mechanism can alleviate computational demands of pragmatic reasoning: simulations and complexity analysisJacqueline van Arkel, Marieke Woensdregt, Mark Dingemanse et al.20 citations · our summary
16. An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language InferenceTianyu Liu, Xin Zheng, Xiaoan Ding et al.20 citations · our summary
17. A Dataset for Linguistic Understanding, Visual Evaluation, and Recognition of Sign Languages: The K-RSLAlfarabi Imashev, Medet Mukushev, Vadim Kimmelman et al.18 citations
18. Modelling Lexical Ambiguity with Density MatricesFrancois Meyer, Martha Lewis18 citations
19. ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERINDavid Samuel, Milan Straka18 citations
20. Analogies minus analogy test: measuring regularities in word embeddingsLouis Fournier, Emmanuel Dupoux, Ewan Dunbar17 citations
21. Discourse structure interacts with reference but not syntax in neural language modelsForrest Davis, Marten van Schijndel17 citations
22. “LazImpa”: Lazy and Impatient neural agents learn to communicate efficientlyMathieu Rita, Rahma Chaabouni, Emmanuel Dupoux17 citations
23. Representation Learning for Type-Driven CompositionGijs Wijnholds, Mehrnoosh Sadrzadeh, Stephen Clark15 citations
24. Classifying Syntactic Errors in Learner LanguageLeshem Choshen, Dmitry Nikolaev, Yevgeni Berzak et al.14 citations · our summary
25. Relations between comprehensibility and adequacy errors in machine translation outputMaja Popović14 citations

See all 61 papers in CoNLL 2020 — accepted papers →

📄 Papers with our summary in our library (8)

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

1. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingConference on Computational Natural Language Learning (CoNLL)Stephan Oepen, Omri Abend, Lasha Abzianidze, et al.2020 · 101 citations
2. Are Pretrained Language Models Symbolic Reasoners over Knowledge?Conference on Computational Natural Language Learning (CoNLL)Nora Kassner, Benno Krojer, Hinrich Schütze2020 · 79 citations
3. An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language InferenceConference on Computational Natural Language Learning (CoNLL)Tianyu Liu, Xin Zheng, Xiaoan Ding, et al.2020 · 36 citations
4. Classifying Syntactic Errors in Learner LanguageLeshem Choshen, Dmitry Nikolaev, Yevgeni Berzak, et al.2020 · 30 citations
5. A simple repair mechanism can alleviate computational demands of pragmatic reasoning: simulations and complexity analysisConference on Computational Natural Language Learning (CoNLL)Jacqueline van Arkel, Marieke Woensdregt, Mark Dingemanse, et al.2020 · 24 citations
6. On the Frailty of Universal POS Tags for Neural UD ParsersConference on Computational Natural Language Learning (CoNLL)Mark Anderson, Carlos Gómez-Rodríguez2020 · 20 citations
7. DRS at MRP 2020: Dressing up Discourse Representation Structures as GraphsLasha Abzianidze, Johan Bos, Stephan Oepen2020 · 11 citations
8. Finding The Right One and Resolving itPayal Khullar, Arghya Bhattacharya, Manish Shrivastava2020 · 2 citations

🧭 Top topics

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

🌐Universal Dependencies (2)🧮Reasoning (2)🔗Coreference resolution (1)🔤Part-of-speech tagging (1)🔁Machine translation (1)🧠Language models & pretraining (1)🌍Multilingual & cross-lingual NLP (1)🧾Semantic parsing & meaning representation (1)🛡️Bias, fairness & safety (1)🖍️Grammatical error correction & learner language (1)English (1)

📚 Fields

🎭Arts and Humanities (8)🖥️Computer Science (8)

🧑‍🔬 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 GroningenGroningen · Netherlands3 works here🎓University of OsloOslo · Norway2 works here🎓Utrecht UniversityUtrecht · Netherlands2 works here🎓Hebrew University of JerusalemJerusalem · Israel2 works here🎓Universidade da CoruñaA Coruña · Spain1 work here🎓University of CopenhagenCopenhagen · Denmark1 work here🎓Beijing University of Posts and TelecommunicationsBeijing · China1 work here🎓Radboud University NijmegenNijmegen · Netherlands1 work here🎓Nanjing Normal UniversityNanjing · China1 work here🎓Stockholm UniversityStockholm · Sweden1 work here🎓Peking UniversityBeijing · China1 work here🎓Charles UniversityPrague · Czechia1 work 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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