Follow
Omar Khattab
Title
Cited by
Cited by
Year
On the opportunities and risks of foundation models
R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ...
arXiv preprint arXiv:2108.07258, 2021
25982021
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
O Khattab, M Zaharia
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
9612020
Holistic evaluation of language models
P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ...
arXiv preprint arXiv:2211.09110, 2022
5672022
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
K Santhanam*, O Khattab*, J Saad-Falcon, C Potts, M Zaharia
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
2342022
Learning passage impacts for inverted indexes
A Mallia, O Khattab, T Suel, N Tonellotto
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
1162021
Demonstrate-search-predict: Composing retrieval and language models for knowledge-intensive nlp
O Khattab, K Santhanam, XL Li, D Hall, P Liang, C Potts, M Zaharia
arXiv preprint arXiv:2212.14024, 2022
1002022
Relevance-guided Supervision for OpenQA with ColBERT
O Khattab, C Potts, M Zaharia
Transactions of the Association for Computational Linguistics 9, 929-944, 2021
812021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval
O Khattab, C Potts, M Zaharia
Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS'21), 2021
442021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation
A Paranjape, O Khattab, C Potts, M Zaharia, CD Manning
Proceedings of The Tenth International Conference on Learning …, 2022
412022
PLAID: An Efficient Engine for Late Interaction Retrieval
K Santhanam*, O Khattab*, C Potts, M Zaharia
Proceedings of the 31st ACM International Conference on Information and …, 2022
372022
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction
S Hofstätter, O Khattab, S Althammer, M Sertkan, A Hanbury
Proceedings of the 31st ACM International Conference on Information and …, 2022
252022
DSPy: Compiling Declarative Language Model Calls into Self-improving Pipelines
O Khattab, P Singhvi, Arnav, Maheshwari, Z Zhang, K Santhanam, ...
The Twelfth International Conference on Learning Representations (ICLR'24), 2024
192024
LA3: A scalable link-and locality-aware linear algebra-based graph analytics system
Y Ahmad, O Khattab, A Malik, A Musleh, M Hammoud, M Kutlu, ...
Proceedings of the VLDB Endowment 11 (8), 920-933, 2018
182018
Finding the best of both worlds: Faster and more robust top-k document retrieval
O Khattab, M Hammoud, T Elsayed
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
142020
ARES: An automated evaluation framework for retrieval-augmented generation systems
J Saad-Falcon, O Khattab, C Potts, M Zaharia
NAACL 2024, 2024
72024
PolyHJ: A polymorphic main-memory hash join paradigm for multi-core machines
O Khattab, M Hammoud, O Shekfeh
Proceedings of the 27th ACM International Conference on Information and …, 2018
62018
Moving beyond downstream task accuracy for information retrieval benchmarking
K Santhanam, J Saad-Falcon, M Franz, O Khattab, A Sil, R Florian, ...
arXiv preprint arXiv:2212.01340, 2022
52022
UDAPDR: unsupervised domain adaptation via LLM prompting and distillation of rerankers
J Saad-Falcon, O Khattab, K Santhanam, R Florian, M Franz, S Roukos, ...
arXiv preprint arXiv:2303.00807, 2023
42023
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines
A Singhvi, M Shetty, S Tan, C Potts, K Sen, M Zaharia, O Khattab
arXiv preprint arXiv:2312.13382, 2023
22023
Image and Data Mining in Reticular Chemistry Powered by GPT-4V
Z Zheng, Z He, O Khattab, N Rampal, MA Zaharia, C Borgs, JT Chayes, ...
Digital Discovery, 2024
12024
The system can't perform the operation now. Try again later.
Articles 1–20