📰 SemEval 2021 — accepted papers

SemEval 2021 is the 2021 edition of the International Workshop on Semantic Evaluation (SemEval), held in Online, August 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 186 papers of it; our library holds 5 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. SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and ImagesDimitar Dimitrov, Bishr Bin Ali, Shaden Shaar et al.88 citations · our summary
2. SemEval-2021 Task 5: Toxic Spans DetectionJohn Pavlopoulos, Jeffrey Sorensen, Léo Laugier et al.80 citations · our summary
3. SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and OffenseJ. A. Meaney, Steven Wilson, Luis Chiruzzo et al.75 citations · our summary
4. SemEval-2021 Task 1: Lexical Complexity PredictionMatthew Shardlow, Richard Evans, Gustavo Henrique Paetzold et al.59 citations · our summary
5. SemEval-2021 Task 12: Learning with DisagreementsAlexandra Uma, Tommaso Fornaciari, Anca Dumitrache et al.39 citations
6. SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC)Federico Martelli, Najla Kalach, Gabriele Tola et al.39 citations
7. SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)Nancy X. R. Wang, Diwakar Mahajan, Marina Danilevsky et al.36 citations
8. SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge GraphJennifer D'Souza, Sören Auer, Ted Pedersen29 citations
9. SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related ContextsCorey Harper, Jessica Cox, Curt Kohler et al.27 citations
10. JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language ModelsTuqa Bani Yaseen, Qusai Ismail, Sarah Al-Omari et al.19 citations

All accepted papers (186)

The most cited first; 5 with our summary link to their page here, the others to the original.

1. SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and ImagesDimitar Dimitrov, Bishr Bin Ali, Shaden Shaar et al.88 citations · our summary
2. SemEval-2021 Task 5: Toxic Spans DetectionJohn Pavlopoulos, Jeffrey Sorensen, Léo Laugier et al.80 citations · our summary
3. SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and OffenseJ. A. Meaney, Steven Wilson, Luis Chiruzzo et al.75 citations · our summary
4. SemEval-2021 Task 1: Lexical Complexity PredictionMatthew Shardlow, Richard Evans, Gustavo Henrique Paetzold et al.59 citations · our summary
5. SemEval-2021 Task 12: Learning with DisagreementsAlexandra Uma, Tommaso Fornaciari, Anca Dumitrache et al.39 citations
6. SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC)Federico Martelli, Najla Kalach, Gabriele Tola et al.39 citations
7. SemEval-2021 Task 9: Fact Verification and Evidence Finding for Tabular Data in Scientific Documents (SEM-TAB-FACTS)Nancy X. R. Wang, Diwakar Mahajan, Marina Danilevsky et al.36 citations
8. SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge GraphJennifer D'Souza, Sören Auer, Ted Pedersen29 citations
9. SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related ContextsCorey Harper, Jessica Cox, Curt Kohler et al.27 citations
10. JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language ModelsTuqa Bani Yaseen, Qusai Ismail, Sarah Al-Omari et al.19 citations
11. MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal FusionJunfeng Tian, Min Gui, Chenliang Li et al.19 citations
12. HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span DetectionQinglin Zhu, Zijie Lin, Yice Zhang et al.17 citations
13. SarcasmDet at SemEval-2021 Task 7: Detect Humor and Offensive based on Demographic Factors using RoBERTa Pre-trained ModelDalya Faraj, Malak Abdullah15 citations
14. WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic SpansTharindu Ranasinghe, Diptanu Sarkar, Marcos Zampieri et al.14 citations
15. SemEval-2021 Task 4: Reading Comprehension of Abstract MeaningBoyuan Zheng, Xiaoyu Yang, Yu-Ping Ruan et al.13 citations
16. Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal EnsembleKshitij Gupta, Devansh Gautam, Radhika Mamidi13 citations
17. Alpha at SemEval-2021 Task 6: Transformer Based Propaganda ClassificationZhida Feng, Jiji Tang, Jiaxiang Liu et al.12 citations
18. NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction TechniquesGunjan Chhablani, Abheesht Sharma, Harshit Pandey et al.12 citations
19. UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP ContributionsHaoyang Liu, M. Janina Sarol, Halil Kilicoglu12 citations
20. CONNER: A Cascade Count and Measurement Extraction Tool for Scientific DiscourseJiarun Cao, Yuejia Xiang, Yunyan Zhang et al.11 citations
21. AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-TrainingThakur Ashutosh Suman, Abhinav Jain10 citations
22. Alejandro Mosquera at SemEval-2021 Task 1: Exploring Sentence and Word Features for Lexical Complexity PredictionAlejandro Mosquera10 citations
23. DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble ApproachChunguang Pan, Bingyan Song, Shengguang Wang et al.10 citations
24. LIORI at SemEval-2021 Task 8: Ask Transformer for measurementsAdis Davletov, Denis Gordeev, Nikolay Arefyev et al.10 citations
25. LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data AugmentationDia Abujaber, Ahmed Qarqaz, Malak A. Abdullah10 citations

See all 186 papers in SemEval 2021 — accepted papers →

📄 Papers with our summary in our library (5)

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

1. SemEval-2021 Task 5: Toxic Spans DetectionJohn Pavlopoulos, Jeffrey Sorensen, Léo Laugier, et al.2021 · 172 citations
2. SemEval-2021 Task 1: Lexical Complexity PredictionMatthew Shardlow, Richard Evans, Gustavo Henrique Paetzold, et al.2021 · 155 citations
3. SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and OffenseJ. A. Meaney, Steven Wilson, Luis Chiruzzo, et al.2021 · 141 citations
4. SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and ImagesDimitar Dimitrov, Bishr Bin Ali, Shaden Shaar, et al.2021 · 75 citations
5. Lotus at SemEval-2021 Task 2: Combination of BERT and Paraphrasing for English Word Sense DisambiguationNiloofar Ranjbar, Hossein Zeinali2021 · 4 citations

🧭 Top topics

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

🔀Word sense disambiguation (1)🛡️Bias, fairness & safety (1)🖼️Vision & language (1)English (1)

📚 Fields

🖥️Computer Science (5)🎭Arts and Humanities (4)💭Psychology (3)

🧑‍🔬 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 WolverhamptonWolverhampton · United Kingdom1 work here🎓Manchester Metropolitan UniversityManchester · United Kingdom1 work here🎓Télécom ParisPalaiseau · France1 work here🎓Universidade Tecnológica Federal do ParanáCuritiba · Brazil1 work here🏢GoogleMountain View · United States1 work here🎓Rochester Institute of TechnologyRochester · United States1 work here🎓Stockholm UniversityStockholm · Sweden1 work here🎓Universidad de la República de UruguayMontevideo · Uruguay1 work here🔬The Alan Turing InstituteLondon · United Kingdom1 work here🎓Institut Polytechnique de ParisPalaiseau · France1 work here🎓Athens University of Economics and BusinessAthens · Greece1 work here🎓University of EdinburghEdinburgh · United Kingdom1 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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