📰 *SEM 2021 — accepted papers

*SEM 2021 is the 2021 edition of the Joint Conference on Lexical and Computational Semantics (*SEM), held in Online, August 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 30 papers of it; our library holds 2 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. Inducing Language-Agnostic Multilingual Representations ↗Wei Zhao, Steffen Eger, Johannes Bjerva et al.54 citations
2. NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ↗Zeming Chen, Qiyue Gao, Lawrence S. Moss37 citations
3. Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ↗Paolo Pedinotti, Giulia Rambelli, Emmanuele Chersoni et al.15 citations
4. Realistic Evaluation Principles for Cross-document Coreference ResolutionArie Cattan, Alon Eirew, Gabriel Stanovsky et al.12 citations · our summary
5. Semantic shift in social networks ↗Bill Noble, Asad Sayeed, Raquel Fernández et al.11 citations
6. Adversarial Training for Machine Reading Comprehension with Virtual Embeddings ↗Ziqing Yang, Yiming Cui, Chenglei Si et al.7 citations
7. Can Transformer Language Models Predict Psychometric Properties? ↗Antonio Laverghetta Jr., Animesh Nighojkar, Jamshidbek Mirzakhalov et al.7 citations
8. Generating Hypothetical Events for Abductive Inference ↗Debjit Paul, Anette Frank6 citations
9. Multilingual Neural Semantic Parsing for Low-Resourced Languages ↗Menglin Xia, Emilio Monti6 citations
10. Spurious Correlations in Cross-Topic Argument Mining ↗Terne Sasha Thorn Jakobsen, Maria Barrett, Anders Søgaard6 citations

All accepted papers (30)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. Inducing Language-Agnostic Multilingual Representations ↗Wei Zhao, Steffen Eger, Johannes Bjerva et al.54 citations
2. NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning ↗Zeming Chen, Qiyue Gao, Lawrence S. Moss37 citations
3. Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ↗Paolo Pedinotti, Giulia Rambelli, Emmanuele Chersoni et al.15 citations
4. Realistic Evaluation Principles for Cross-document Coreference ResolutionArie Cattan, Alon Eirew, Gabriel Stanovsky et al.12 citations · our summary
5. Semantic shift in social networks ↗Bill Noble, Asad Sayeed, Raquel Fernández et al.11 citations
6. Adversarial Training for Machine Reading Comprehension with Virtual Embeddings ↗Ziqing Yang, Yiming Cui, Chenglei Si et al.7 citations
7. Can Transformer Language Models Predict Psychometric Properties? ↗Antonio Laverghetta Jr., Animesh Nighojkar, Jamshidbek Mirzakhalov et al.7 citations
8. Generating Hypothetical Events for Abductive Inference ↗Debjit Paul, Anette Frank6 citations
9. Multilingual Neural Semantic Parsing for Low-Resourced Languages ↗Menglin Xia, Emilio Monti6 citations
10. Spurious Correlations in Cross-Topic Argument Mining ↗Terne Sasha Thorn Jakobsen, Maria Barrett, Anders Søgaard6 citations
11. A Study on Using Semantic Word Associations to Predict the Success of a Novel ↗Syeda Jannatus Saba, Biddut Sarker Bijoy, Henry Gorelick et al.5 citations
12. One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ↗Marco Damonte, Emilio Monti5 citations
13. InFillmore: Frame-Guided Language Generation with Bidirectional Context ↗Jiefu Ou, Nathaniel Weir, Anton Belyy et al.4 citations
14. Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ↗Xiaotao Li, Shujuan You, Yawen Niu et al.3 citations
15. Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model ↗Dominik Schlechtweg, Enrique Castaneda, Jonas Kuhn et al.3 citations
16. Neural Metaphor Detection with Visibility Embeddings ↗Gitit Kehat, James Pustejovsky3 citations
17. Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains ↗Anna Hätty, Julia Bettinger, Michael Dorna et al.2 citations
18. Dependency Patterns of Complex Sentences and Semantic Disambiguation for Abstract Meaning Representation Parsing ↗Yuki Yamamoto, Yuji Matsumoto, Taro Watanabe2 citations
19. Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ↗Ohad Rozen, Shmuel Amar, Vered Shwartz et al.2 citations
20. BiQuAD: Towards QA based on deeper text understanding ↗Frank Grimm, Philipp Cimiano1 citation
21. Denoising Word Embeddings by Averaging in a Shared Space ↗Avi Caciularu, Ido Dagan, Jacob Goldberger1 citation
22. Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain AnalysisSagar Indurkhya, Beracah Yankama, Robert C. Berwick1 citation · our summary
23. Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages ↗Ali Hakimi Parizi, Paul Cook1 citation
24. Incorporating EDS Graph for AMR Parsing ↗Ziyi Shou, Fangzhen Lin1 citation
25. Overcoming Poor Word Embeddings with Word Definitions ↗Christopher Malon1 citation

See all 30 papers in SEM 2021 — accepted papers →

📄 Papers with our summary in our library (2)

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

1. Realistic Evaluation Principles for Cross-document Coreference ResolutionJoint Conference on Lexical and Computational Semantics (*SEM)Arie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 31 citations
2. Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain AnalysisSagar Indurkhya, Beracah Yankama, Robert C. Berwick2021 · 2 citations

🧭 Top topics

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

📏Evaluation & benchmarks (2)🔗Coreference resolution (1)🌳Dependency parsing (1)🌐Universal Dependencies (1)🎭Semantic role labeling (1)English (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 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.

🎓Bar-Ilan UniversityRamat Gan · Israel1 work here🎓Hebrew University of JerusalemJerusalem · Israel1 work here🎓University of WashingtonSeattle · United States1 work here🏢Intel (Israel)Kiryat Gat · Israel1 work here🎓Massachusetts Institute of TechnologyCambridge · United States1 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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