Sawan Kumar
Sawan Kumar has 2 papers in our library, in 2020–2026, most of them on Question answering, Dialogue systems, Reasoning; often with Bin Wu, Partha Talukdar, Prasetya Ajie Utama.
OpenAlex · ORCID · h-index 6 · 16 works · 316 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 134 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6654
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Reasoning · 1 workDialogue systems · 1 workInformation retrieval & search · 1 workQuestion answering · 1 work
Works by year
2020s
Papers
- NILE : Natural Language Inference with Faithful Natural Language Explanations (2020 · 184 citations)
NILE (Natural-language Inference over Label-specific Explanations) tackles a gap in explainable NLI. Existing systems produce free-text justifications, but it is hard to check whether those justifications actually drive the model's prediction, which is the property called faithfulness. NILE generates a candidate… - Structured Dialogue Refinement: Building Retrieval-Augmented Question Answering on Goal-Oriented Dialogues (2026)
Standard RAG assumes that evidence lives in coherent, static documents. Much practical troubleshooting knowledge, however, sits in goal-oriented conversations such as help-forum threads and support chats. Users and helpers begin with mismatched common ground, so the actual problem and its fix are scattered across…
All works
- NILE : Natural Language Inference with Faithful Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Sawan Kumar, Partha Talukdar2020 · 184 citations
- Zero-shot Word Sense Disambiguation using Sense Definition Embeddings ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetSawan Kumar et al.2019 · 169 citations
- Structured Dialogue Refinement: Building Retrieval-Augmented Question Answering on Goal-Oriented DialoguesFindings of the Association for Computational LinguisticsBin Wu, Sawan Kumar, Prasetya Ajie Utama, et al.2026
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2020
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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