Osmar Zaïane
Osmar Zaïane has 3 papers in our library, in 2021–2022, most of them on Dialogue systems, Evaluation & benchmarks; often with Nouha Dziri, Mo Yu, Siva Reddy.
OpenAlex · ORCID · Wikidata · h-index 63 · 520 works · 17,850 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 234 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3382
Affiliations
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 2Research subjects and languages the work is about.Dialogue systems · 3 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? (2022 · 205 citations)
Knowledge-grounded dialogue systems often produce statements that their supplied knowledge does not support. - Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding (2021 · 149 citations)
Large pre-trained dialogue models produce fluent replies, but they often state facts that are wrong. This paper tackles that problem for dialogue grounded in a Knowledge Graph (KG). The authors first ran a crowd-sourced human study of GPT-2 responses fine-tuned on OpenDialKG. It showed that most errors are extrinsic… - FaithDial: A Faithful Benchmark for Information-Seeking Dialogue (2022 · 138 citations)
Knowledge-grounded dialogue systems often hallucinate: they make claims their knowledge source does not support.
All works
- On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Nouha Dziri, Sivan Milton, Mo Yu, et al.Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) · 205 citations
- Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path GroundingNouha Dziri, Andrea Madotto, Osmar Zaïane, et al.Conference on Empirical Methods in Natural Language Processing (EMNLP) · 149 citations
- FaithDial: A Faithful Benchmark for Information-Seeking DialogueNouha Dziri, Ehsan Kamalloo, Sivan Milton, et al.Transactions of the Association for Computational Linguistics (TACL) · 138 citations
- OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL 2024Chenyang Huang et al.2024 · 2 citations
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2021
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2022
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2022
- Findings of the Association for Computational Linguistics…
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