Paul Roit
Paul Roit has 3 papers in our library, in 2020–2026, most of them on Semantic role labeling, Question answering, Summarization; often with Ido Dagan, Roee Aharoni, Arie Cattan.
OpenAlex · h-index 7 · 28 works · 184 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 98 times in our library · ⭐ Paper Stars ranking: #6914
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksSocial Sciences · 1 workSociology and Political Science · 1 work
🧭 Topics 6Research subjects and languages the work is about.Reasoning · 1 workSummarization · 1 workEnglish · 1 workQuestion answering · 1 workSemantic role labeling · 1 workText generation · 1 work
Works by year
2020s
Papers
- Controlled Crowdsourcing for High-Quality QA-SRL Annotation (2020 · 86 citations)
The paper shows that the crowdsourced QA-SRL data of 2018 has low coverage, with an estimated recall in the low 70s, and proposes a controlled protocol to fix it. - Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback (2023 · 70 citations)
Abstractive summarizers often produce statements that their source article does not support or even contradicts. - Localizing Factual Inconsistencies in Attributable Text Generation (2026 · 7 citations)
LLM outputs that should be grounded in a reference document, such as summaries, open-book answers or cited responses, still contain hallucinations.
Co-authors here
- Ido Dagan ×2
- Roee Aharoni ×2
- Arie Cattan
- Ayal Klein
- Daniela Stepanov
- David Wan
- Gabriel Stanovsky
- Idan Szpektor
- Jonathan Mamou
- Julian Michael
- Luke Zettlemoyer
- Matthieu Geist
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2023, ACL 2020
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2026
Cited by
Updated
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