Jon Saad-Falcon
Jon Saad-Falcon has 2 papers in our library, in 2022–2023, most of them on Information retrieval & search; often with Christopher E. Potts, Matei Zaharia, Omar Khattab.
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📄 2 works in our library · 🔗 Cited 173 times in our library · ⭐ Paper Stars ranking: #4251
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Information retrieval & search · 2 works
Works by year
2020s
Papers
- ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction (2022 · 485 citations)
Late interaction retrievers such as ColBERT give every query and passage token its own vector. They score relevance by letting each query token find its best-matching passage token and then adding up those matches. This is more expressive than compressing a whole text into one vector. The cost is size: storing a… - ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems (2023 · 41 citations)
Assessing retrieval-augmented generation (RAG) pipelines usually requires expensive, domain-specific human labels for queries, retrieved passages and generated answers.
Co-authors here
Venues
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2022
Cited by
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