---
title: "*SEM 2022 — all accepted papers with summaries and citations"
description: "All 30 papers of *SEM 2022, the most cited first; those with our summary link to it. Among them: Event Causality Identification via Generation…"
canonical: "https://research.elamur.ai/free/en/venues/starsem/2022/papers/"
---
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# *SEM 2022: all accepted papers

30 papers · the most cited first · [← *SEM 2022](https://md.research.elamur.ai/free/en/venues/starsem/2022/)

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*
26. **[Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations ↗](https://aclanthology.org/2022.starsem-1.30/)**Liyan Xu, Jinho D. Choi*1 citation*
27. **[Pretraining on Interactions for Learning Grounded Affordance Representations ↗](https://aclanthology.org/2022.starsem-1.23/)**Jack Merullo, Dylan Ebert, Carsten Eickhoff et al.*1 citation*
28. **[Improved Induction of Narrative Chains via Cross-Document Relations ↗](https://aclanthology.org/2022.starsem-1.18/)**Andrew Blair-stanek, Benjamin Van Durme
29. **[Measuring Alignment Bias in Neural Seq2seq Semantic Parsers ↗](https://aclanthology.org/2022.starsem-1.17/)**Davide Locatelli, Ariadna Quattoni
30. **[When Polysemy Matters: Modeling Semantic Categorization with Word Embeddings ↗](https://aclanthology.org/2022.starsem-1.10/)**Elizabeth Soper, Jean-pierre Koenig
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