Neel Kant
Neel Kant has 2 papers in our library, in 2021–2024, most of them on Question answering, Information retrieval & search; often with Aidan Swope, Bryan Catanzaro, Devendra Sachan.
OpenAlex · h-index 7 · 22 works · 309 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 118 times in our library · ⭐ Paper Stars ranking: #4741
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workQuestion answering · 1 work
Works by year
2020s
Papers
- End-to-End Training of Neural Retrievers for Open-Domain Question Answering (2021 · 115 citations)
The paper examines how unsupervised and supervised signals can best be combined to train dense dual-encoder retrievers for open-domain question answering (OpenQA), where the evidence is a Wikipedia collection of about 21M documents. - HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM (2024 · 69 citations)
Open helpfulness preference datasets usually give only an overall rating or a pairwise ranking. They do not say why one answer is better, so trained models can pick up shallow cues, such as preferring longer replies whether or not they are useful. The NVIDIA team built HelpSteer to address this. It is a…
Co-authors here
- Aidan Swope
- Bryan Catanzaro
- Devendra Sachan
- Jiaqi Zeng
- Mohammad Shoeybi
- Mostofa Patwary
- Virginia Adams
- Wei Ping
- William L. Hamilton
- Zhilin Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2021
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2024
Cited by
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