| 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 | 4800 | 2021 |
| 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 | 1378 | 2020 |
| Holistic evaluation of language models P Liang, R Bommasani, T Lee, D Tsipras, D Soylu, M Yasunaga, Y Zhang, ... Transactions on Machine Learning Research (TMLR), 2023, 2022 | 1190 | 2022 |
| 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 | 403 | 2022 |
| 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 | 219 | 2022 |
| DSPy: Compiling Declarative Language Model Calls into Self-improving Pipelines O Khattab, A Singhvi, P Maheshwari, Z Zhang, K Santhanam, ... The Twelfth International Conference on Learning Representations (ICLR'24), 2024 | 203* | 2024 |
| 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 | 163 | 2021 |
| Relevance-guided Supervision for OpenQA with ColBERT O Khattab, C Potts, M Zaharia Transactions of the Association for Computational Linguistics 9, 929-944, 2021 | 101 | 2021 |
| ARES: An automated evaluation framework for retrieval-augmented generation systems J Saad-Falcon, O Khattab, C Potts, M Zaharia NAACL 2024, 2024 | 90 | 2024 |
| 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 | 72 | 2022 |
| The shift from models to compound ai systems M Zaharia, O Khattab, L Chen, JQ Davis, H Miller, C Potts, J Zou, ... Berkeley Artificial Intelligence Research Lab. Available online at: https …, 2024 | 67 | 2024 |
| 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 | 60 | 2021 |
| 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 | 48 | 2022 |
| Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models Y Shao, Y Jiang, TA Kanell, P Xu, O Khattab, MS Lam NAACL 2024, 2024 | 44 | 2024 |
| 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 | 39 | 2022 |
| 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 | 19 | 2024 |
| 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 | 19 | 2020 |
| 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 | 19 | 2018 |
| Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs K Opsahl-Ong, MJ Ryan, J Purtell, D Broman, C Potts, M Zaharia, ... arXiv preprint arXiv:2406.11695, 2024 | 18 | 2024 |
| 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 | 18 | 2023 |
Matei ZahariaUC Berkeley and DatabricksVerified email at berkeley.edu