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2020 – today
- 2024
[j5]Emrah Budur, Riza Özçelik
, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts:
Building efficient and effective OpenQA systems for low-resource languages. Knowl. Based Syst. 302: 112243 (2024)- [c20]Saiful Haq, Ashutosh Sharma, Omar Khattab, Niyati Chhaya, Pushpak Bhattacharyya:
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages. ACL (Short Papers) 2024: 501-509 - [c19]Rose E. Wang, Pawan Wirawarn, Omar Khattab, Noah D. Goodman, Dorottya Demszky:
Backtracing: Retrieving the Cause of the Query. EACL (Findings) 2024: 722-735 - [c18]Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan, Saiful Haq, Ashutosh Sharma, Thomas T. Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, Christopher Potts:
DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines. ICLR 2024 - [c17]Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia:
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems. NAACL-HLT 2024: 338-354 - [c16]Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam:
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models. NAACL-HLT 2024: 6252-6278 - [i26]Emrah Budur, Riza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts:
Building Efficient and Effective OpenQA Systems for Low-Resource Languages. CoRR abs/2401.03590 (2024) - [i25]Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts:
In-Context Learning for Extreme Multi-Label Classification. CoRR abs/2401.12178 (2024) - [i24]Yijia Shao, Yucheng Jiang, Theodore A. Kanell, Peter Xu, Omar Khattab, Monica S. Lam:
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models. CoRR abs/2402.14207 (2024) - [i23]Rose E. Wang, Pawan Wirawarn, Omar Khattab, Noah D. Goodman, Dorottya Demszky:
Backtracing: Retrieving the Cause of the Query. CoRR abs/2403.03956 (2024) - [i22]Krista Opsahl-Ong, Michael J. Ryan, Josh Purtell, David Broman, Christopher Potts, Matei Zaharia, Omar Khattab:
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs. CoRR abs/2406.11695 (2024) - [i21]Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab:
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels. CoRR abs/2406.11706 (2024) - [i20]Dilara Soylu, Christopher Potts, Omar Khattab:
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together. CoRR abs/2407.10930 (2024) - 2023
- [j4]Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda:
Holistic Evaluation of Language Models. Trans. Mach. Learn. Res. 2023 (2023) - [c15]Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts:
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. ACL (Findings) 2023: 11613-11628 - [c14]Abdullatif Baba, Basil Alothman, Omar Khattab:
Blockchain-Based Heuristic Study to Secure UAVs From GPS Spoofing Signals and External Attacks. BCCA 2023: 377-379 - [c13]Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts:
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. EMNLP 2023: 11265-11279 - [i19]Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts:
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. CoRR abs/2303.00807 (2023) - [i18]Soumya Chatterjee, Omar Khattab, Simran Arora:
Resources and Evaluations for Multi-Distribution Dense Information Retrieval. CoRR abs/2306.12601 (2023) - [i17]Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan, Saiful Haq, Ashutosh Sharma, Thomas T. Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, Christopher Potts:
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines. CoRR abs/2310.03714 (2023) - [i16]Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia:
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems. CoRR abs/2311.09476 (2023) - [i15]Zhiling Zheng, Zhiguo He, Omar Khattab, Nakul Rampal, Matei A. Zaharia, Christian Borgs, Jennifer T. Chayes, Omar M. Yaghi:
Image and Data Mining in Reticular Chemistry Using GPT-4V. CoRR abs/2312.05468 (2023) - [i14]Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, Omar Khattab:
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines. CoRR abs/2312.13382 (2023) - 2022
- [c12]Sebastian Hofstätter, Omar Khattab, Sophia Althammer, Mete Sertkan, Allan Hanbury:
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction. CIKM 2022: 737-747 - [c11]Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia:
PLAID: An Efficient Engine for Late Interaction Retrieval. CIKM 2022: 1747-1756 - [c10]Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning:
Hindsight: Posterior-guided training of retrievers for improved open-ended generation. ICLR 2022 - [c9]Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia:
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. NAACL-HLT 2022: 3715-3734 - [i13]Sebastian Hofstätter, Omar Khattab, Sophia Althammer, Mete Sertkan, Allan Hanbury:
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction. CoRR abs/2203.13088 (2022) - [i12]Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia:
PLAID: An Efficient Engine for Late Interaction Retrieval. CoRR abs/2205.09707 (2022) - [i11]Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda:
Holistic Evaluation of Language Models. CoRR abs/2211.09110 (2022) - [i10]Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts:
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. CoRR abs/2212.01340 (2022) - [i9]Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia:
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP. CoRR abs/2212.14024 (2022) - 2021
- [j3]Omar Khattab, Christopher Potts, Matei Zaharia:
Relevance-guided Supervision for OpenQA with ColBERT. Trans. Assoc. Comput. Linguistics 9: 929-944 (2021) - [c8]Omar Khattab, Christopher Potts, Matei A. Zaharia:
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval. NeurIPS 2021: 27670-27682 - [c7]Antonio Mallia, Omar Khattab, Torsten Suel, Nicola Tonellotto:
Learning Passage Impacts for Inverted Indexes. SIGIR 2021: 1723-1727 - [i8]Omar Khattab, Christopher Potts, Matei Zaharia:
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval. CoRR abs/2101.00436 (2021) - [i7]Antonio Mallia, Omar Khattab, Nicola Tonellotto, Torsten Suel:
Learning Passage Impacts for Inverted Indexes. CoRR abs/2104.12016 (2021) - [i6]Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ B. Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.:
On the Opportunities and Risks of Foundation Models. CoRR abs/2108.07258 (2021) - [i5]Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning:
Hindsight: Posterior-guided training of retrievers for improved open-ended generation. CoRR abs/2110.07752 (2021) - [i4]Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia:
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. CoRR abs/2112.01488 (2021) - 2020
- [c6]Omar Khattab, Matei Zaharia:
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT. SIGIR 2020: 39-48 - [c5]Omar Khattab, Mohammad Hammoud, Tamer Elsayed:
Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval. SIGIR 2020: 1031-1040 - [i3]Omar Khattab, Matei Zaharia:
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT. CoRR abs/2004.12832 (2020) - [i2]Omar Khattab, Christopher Potts, Matei Zaharia:
Relevance-guided Supervision for OpenQA with ColBERT. CoRR abs/2007.00814 (2020)
2010 – 2019
- 2018
- [j2]Muhammad Yousuf Ahmad, Omar Khattab, Arsal Malik, Ahmad Musleh, Mohammad Hammoud, Mücahid Kutlu, Mostafa Shehata, Tamer Elsayed:
LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System. Proc. VLDB Endow. 11(8): 920-933 (2018) - [c4]Omar Khattab, Mohammad Hammoud, Omar Shekfeh:
PolyHJ: A Polymorphic Main-Memory Hash Join Paradigm for Multi-Core Machines. CIKM 2018: 1323-1332 - 2014
- [c3]Omar Khattab, Omar Alani:
The design and calculation of algorithm for optimizing vertical handover performance. CSNDSP 2014: 401-406 - [c2]Omar Khattab, Omar Alani:
An Overview of Interworking Architectures in Heterogeneous Wireless Networks: Objectives, Features and Challenges. INC 2014: 71-79 - 2013
- [j1]Omar Khattab, Omar Alani:
A Survey on Media Independent Handover (MIH) and IP Multimedia Subsystem (IMS) in Heterogeneous Wireless Networks. Int. J. Wirel. Inf. Networks 20(3): 215-228 (2013) - [c1]Omar Khattab, Omar Alani:
Survey on Media Independent Handover (MIH) Approaches in Heterogeneous Wireless Networks. EW 2013 - [i1]Omar Khattab, Omar Alani:
I am 4 vho: new approach to improve seamless vertical hanover in heterogeneous wireless networks. CoRR abs/1306.1448 (2013)
Coauthor Index
aka: Matei A. Zaharia
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last updated on 2024-10-13 17:58 CEST by the dblp team
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