---
title: "*SEM 2022 — accepted papers — Elamur Research"
description: "*SEM 2022 — accepted papers: 2 papers in the Elamur Research library (Seattle, Washington), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/starsem/2022/"
---
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# *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

[**30** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/starsem/2022/#works) · [**72** citations of these works](https://md.research.elamur.ai/free/en/venues/starsem/2022/#works)

## 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 ↗](https://aclanthology.org/2022.starsem-1.28/)**Hieu Man, Minh Nguyen, Thien Nguyen*29 citations*
2. **[PropBank Comes of Age–-Larger, Smarter, and more Diverse](https://md.research.elamur.ai/free/en/papers/pradhan-2022-propbank-comes-age-larger-smarter/)**Sameer Pradhan, Julia Bonn, Skatje Myers et al.*19 citations · our summary*
3. **[Compositional generalization with a broad-coverage semantic parser ↗](https://aclanthology.org/2022.starsem-1.4/)**Pia Weißenhorn, Lucia Donatelli, Alexander Koller*14 citations*
4. **[Pairwise Representation Learning for Event Coreference](https://md.research.elamur.ai/free/en/papers/yu-2022-pairwise-representation-learning-event-coreference/)**Xiaodong Yu, Wenpeng Yin, Dan Roth*12 citations · our summary*
5. **[Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction ↗](https://aclanthology.org/2022.starsem-1.13/)**Devansh Jain, Luis Espinosa Anke*10 citations*
6. **[Semantics-aware Attention Improves Neural Machine Translation ↗](https://aclanthology.org/2022.starsem-1.3/)**Aviv Slobodkin, Leshem Choshen, Omri Abend*10 citations*
7. **[What do Large Language Models Learn about Scripts? ↗](https://aclanthology.org/2022.starsem-1.1/)**Abhilasha Sancheti, Rachel Rudinger*10 citations*
8. **[Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals ↗](https://aclanthology.org/2022.starsem-1.12/)**Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda*9 citations*
9. **[“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation ↗](https://aclanthology.org/2022.starsem-1.22/)**Lingyu Gao, Debanjan Ghosh, Kevin Gimpel*8 citations*
10. **[A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision ↗](https://aclanthology.org/2022.starsem-1.7/)**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 ↗](https://aclanthology.org/2022.starsem-1.28/)**Hieu Man, Minh Nguyen, Thien Nguyen*29 citations*
2. **[PropBank Comes of Age–-Larger, Smarter, and more Diverse](https://md.research.elamur.ai/free/en/papers/pradhan-2022-propbank-comes-age-larger-smarter/)**Sameer Pradhan, Julia Bonn, Skatje Myers et al.*19 citations · our summary*
3. **[Compositional generalization with a broad-coverage semantic parser ↗](https://aclanthology.org/2022.starsem-1.4/)**Pia Weißenhorn, Lucia Donatelli, Alexander Koller*14 citations*
4. **[Pairwise Representation Learning for Event Coreference](https://md.research.elamur.ai/free/en/papers/yu-2022-pairwise-representation-learning-event-coreference/)**Xiaodong Yu, Wenpeng Yin, Dan Roth*12 citations · our summary*
5. **[Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction ↗](https://aclanthology.org/2022.starsem-1.13/)**Devansh Jain, Luis Espinosa Anke*10 citations*
6. **[Semantics-aware Attention Improves Neural Machine Translation ↗](https://aclanthology.org/2022.starsem-1.3/)**Aviv Slobodkin, Leshem Choshen, Omri Abend*10 citations*
7. **[What do Large Language Models Learn about Scripts? ↗](https://aclanthology.org/2022.starsem-1.1/)**Abhilasha Sancheti, Rachel Rudinger*10 citations*
8. **[Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals ↗](https://aclanthology.org/2022.starsem-1.12/)**Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda*9 citations*
9. **[“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation ↗](https://aclanthology.org/2022.starsem-1.22/)**Lingyu Gao, Debanjan Ghosh, Kevin Gimpel*8 citations*
10. **[A Simple Unsupervised Approach for Coreference Resolution using Rule-based Weak Supervision ↗](https://aclanthology.org/2022.starsem-1.7/)**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 ↗](https://aclanthology.org/2022.starsem-1.2/)**Gregor Betz, Kyle Richardson*6 citations*
12. **[Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers ↗](https://aclanthology.org/2022.starsem-1.8/)**Luis Espinosa Anke, Alexander Shvets, Alireza Mohammadshahi et al.*6 citations*
13. **[A Generative Approach for Mitigating Structural Biases in Natural Language Inference ↗](https://aclanthology.org/2022.starsem-1.16/)**Dimion Asael, Zachary Ziegler, Yonatan Belinkov*4 citations*
14. **[Speech acts and Communicative Intentions for Urgency Detection ↗](https://aclanthology.org/2022.starsem-1.25/)**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 ↗](https://aclanthology.org/2022.starsem-1.26/)**Prisca Piccirilli, Sabine Schulte im Walde*4 citations*
16. **[Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport ↗](https://aclanthology.org/2022.starsem-1.11/)**Amir Pouran Ben Veyseh, Thien Nguyen*4 citations*
17. **[How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets ↗](https://aclanthology.org/2022.starsem-1.20/)**Aarne Talman, Marianna Apidianaki, Stergios Chatzikyriakidis et al.*3 citations*
18. **[Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification ↗](https://aclanthology.org/2022.starsem-1.27/)**Yuexin Wu, Xiaolei Huang*3 citations*
19. **[Capturing the Content of a Document through Complex Event Identification ↗](https://aclanthology.org/2022.starsem-1.29/)**Zheng Qi, Elior Sulem, Haoyu Wang et al.*2 citations*
20. **[Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking ↗](https://aclanthology.org/2022.starsem-1.9/)**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 ↗](https://aclanthology.org/2022.starsem-1.14/)**Laura Zeidler, Juri Opitz, Anette Frank*1 citation*
22. **[AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models ↗](https://aclanthology.org/2022.starsem-1.5/)**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 ↗](https://aclanthology.org/2022.starsem-1.15/)**Mark Anderson, Jose Camacho-collados*1 citation*
24. **[DRS Parsing as Sequence Labeling ↗](https://aclanthology.org/2022.starsem-1.19/)**Minxing Shen, Kilian Evang*1 citation*
25. **[Leveraging Three Types of Embeddings from Masked Language Models in Idiom Token Classification ↗](https://aclanthology.org/2022.starsem-1.21/)**Ryosuke Takahashi, Ryohei Sasano, Koichi Takeda*1 citation*

[See all 30 papers in SEM 2022 — accepted papers →](https://md.research.elamur.ai/free/en/venues/starsem/2022/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 Diverse**Sameer Pradhan, Julia Bonn, Skatje Myers, et al.*2022 · 41 citations*](https://md.research.elamur.ai/free/en/papers/pradhan-2022-propbank-comes-age-larger-smarter/)
2. **[Pairwise Representation Learning for Event Coreference](https://md.research.elamur.ai/free/en/papers/yu-2022-pairwise-representation-learning-event-coreference/) [Joint Conference on Lexical and Computational Semantics (*SEM)](https://md.research.elamur.ai/free/en/venues/starsem/)**Xiaodong Yu, Wenpeng Yin, Dan Roth*2022 · 31 citations*

## Top topics

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

[Coreference resolution (1)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Semantic role labeling (1)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (2)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**James Gung**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/james-gung/) · [🧑‍🔬**Julia Bonn**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/julia-bonn/) · [🧑‍🔬**Kathryn Conger**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/kathryn-conger/) · [🧑‍🔬**Kristin Wright-bettner**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/kristin-wright-bettner/) · [🧑‍🔬**Martha Palmer**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/martha-palmer/) · [🧑‍🔬**Sameer Pradhan**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/sameer-pradhan/) · [🧑‍🔬**Skatje Myers**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/skatje-myers/) · [🧑‍🔬**Tim O'Gorman**1 work here · 41 citations](https://md.research.elamur.ai/free/en/authors/tim-o-gorman/) · [🧑‍🔬**Dan Roth**1 work here · 31 citations](https://md.research.elamur.ai/free/en/authors/dan-roth/) · [🧑‍🔬**Wenpeng Yin**1 work here · 31 citations](https://md.research.elamur.ai/free/en/authors/wenpeng-yin/) · [🧑‍🔬**Xiaodong Yu**1 work here · 31 citations](https://md.research.elamur.ai/free/en/authors/xiaodong-yu/)

## Top institutions

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

[🎓**University of Pennsylvania** Philadelphia · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) · [🏢**Amazon** Seattle · United States 1 work here](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**University of Colorado Boulder** Boulder · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-colorado-boulder/) · [🎓**Temple University** Philadelphia · United States 1 work here](https://md.research.elamur.ai/free/en/universities/temple-university/)

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

- [← previous *SEM 2021](https://md.research.elamur.ai/free/en/venues/starsem/2021/)
- [next → *SEM 2023](https://md.research.elamur.ai/free/en/venues/starsem/2023/)
- [↑ back to *SEM](https://md.research.elamur.ai/free/en/venues/starsem/)