📰 *SEM 2022 — accepted papers

*SEM 2022 is the 2022 edition of the Joint Conference on Lexical and Computational Semantics (*SEM), held in Seattle, Washington, July 2022 (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.

📍 Seattle, Washington · 🗓 July 2022

Most cited papers

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

1. Event Causality Identification via Generation of Important Context Words ↗Hieu Man, Minh Nguyen, Thien Nguyen29 citations
2. PropBank Comes of Age–-Larger, Smarter, and more DiverseSameer Pradhan, Julia Bonn, Skatje Myers et al.19 citations · our summary
3. Compositional generalization with a broad-coverage semantic parser ↗Pia Weißenhorn, Lucia Donatelli, Alexander Koller14 citations
4. Pairwise Representation Learning for Event CoreferenceXiaodong Yu, Wenpeng Yin, Dan Roth12 citations · our summary
5. Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction ↗Devansh Jain, Luis Espinosa Anke10 citations
6. Semantics-aware Attention Improves Neural Machine Translation ↗Aviv Slobodkin, Leshem Choshen, Omri Abend10 citations
7. What do Large Language Models Learn about Scripts? ↗Abhilasha Sancheti, Rachel Rudinger10 citations
8. Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals ↗Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda9 citations
9. “What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation ↗Lingyu Gao, Debanjan Ghosh, Kevin Gimpel8 citations
10. A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision ↗Alessandro Stolfo, Chris Tanner, Vikram Gupta et al.6 citations

All accepted papers (30)

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

1. Event Causality Identification via Generation of Important Context Words ↗Hieu Man, Minh Nguyen, Thien Nguyen29 citations
2. PropBank Comes of Age–-Larger, Smarter, and more DiverseSameer Pradhan, Julia Bonn, Skatje Myers et al.19 citations · our summary
3. Compositional generalization with a broad-coverage semantic parser ↗Pia Weißenhorn, Lucia Donatelli, Alexander Koller14 citations
4. Pairwise Representation Learning for Event CoreferenceXiaodong Yu, Wenpeng Yin, Dan Roth12 citations · our summary
5. Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction ↗Devansh Jain, Luis Espinosa Anke10 citations
6. Semantics-aware Attention Improves Neural Machine Translation ↗Aviv Slobodkin, Leshem Choshen, Omri Abend10 citations
7. What do Large Language Models Learn about Scripts? ↗Abhilasha Sancheti, Rachel Rudinger10 citations
8. Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals ↗Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda9 citations
9. “What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation ↗Lingyu Gao, Debanjan Ghosh, Kevin Gimpel8 citations
10. A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision ↗Alessandro Stolfo, Chris Tanner, Vikram Gupta et al.6 citations
11. DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models ↗Gregor Betz, Kyle Richardson6 citations
12. Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers ↗Luis Espinosa Anke, Alexander Shvets, Alireza Mohammadshahi et al.6 citations
13. A Generative Approach for Mitigating Structural Biases in Natural Language Inference ↗Dimion Asael, Zachary Ziegler, Yonatan Belinkov4 citations
14. Speech acts and Communicative Intentions for Urgency Detection ↗Enzo Laurenti, Nils Bourgon, Farah Benamara et al.4 citations
15. What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word Representations ↗Prisca Piccirilli, Sabine Schulte im Walde4 citations
16. Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport ↗Amir Pouran Ben Veyseh, Thien Nguyen4 citations
17. How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets ↗Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis et al.3 citations
18. Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification ↗Yuexin Wu, Xiaolei Huang3 citations
19. Capturing the Content of a Document through Complex Event Identification ↗Zheng Qi, Elior Sulem, Haoyu Wang et al.2 citations
20. Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking ↗Ronen Tamari, Kyle Richardson, Noam Kahlon et al.2 citations
21. A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating ↗Laura Zeidler, Juri Opitz, Anette Frank1 citation
22. AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models ↗Samuel Ryb, Mario Giulianelli, Arabella Sinclair et al.1 citation
23. Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences ↗Mark Anderson, Jose Camacho-collados1 citation
24. DRS Parsing as Sequence Labeling ↗Minxing Shen, Kilian Evang1 citation
25. Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification ↗Ryosuke Takahashi, Ryohei Sasano, Koichi Takeda1 citation

See all 30 papers in SEM 2022 — accepted papers →

📄 Papers with our summary in our library (2)

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

1. PropBank Comes of Age—Larger, Smarter, and more DiverseSameer Pradhan, Julia Bonn, Skatje Myers, et al.2022 · 41 citations
2. Pairwise Representation Learning for Event CoreferenceJoint Conference on Lexical and Computational Semantics (*SEM)Xiaodong Yu, Wenpeng Yin, Dan Roth2022 · 31 citations

🧭 Top topics

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

🔗Coreference resolution (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.

🎓University of PennsylvaniaPhiladelphia · United States2 works here🏢AmazonSeattle · United States1 work here🎓University of Colorado BoulderBoulder · United States1 work here🎓Temple UniversityPhiladelphia · 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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