Omar Khattab

Matei Zaharia

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines.

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[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together.

[BibT_eX]

[DOI]

Dilara Soylu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.

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[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Backtracing: Retrieving the Cause of the Query.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages.

[BibT_eX]

[DOI]

Pushpak Bhattacharyya

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Holistic Evaluation of Language Models.

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[DOI]

Trans. Mach. Learn. Res., 2023

DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines.

[BibT_eX]

[DOI]

CoRR, 2023

Image and Data Mining in Reticular Chemistry Using GPT-4V.

[BibT_eX]

[DOI]

CoRR, 2023

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

[BibT_eX]

[DOI]

CoRR, 2023

Resources and Evaluations for Multi-Distribution Dense Information Retrieval.

[BibT_eX]

[DOI]

Soumya Chatterjee

Simran Arora

CoRR, 2023

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Blockchain-Based Heuristic Study to Secure UAVs From GPS Spoofing Signals and External Attacks.

[BibT_eX]

[DOI]

Abdullatif Baba

Basil Alothman

Proceedings of the Fifth International Conference on Blockchain Computing and Applications, 2023

Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP.

[BibT_eX]

[DOI]

CoRR, 2022

ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Hindsight: Posterior-guided training of retrievers for improved open-ended generation.

[BibT_eX]

[DOI]

Christopher D. Manning

Proceedings of the Tenth International Conference on Learning Representations, 2022

PLAID: An Efficient Engine for Late Interaction Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Relevance-guided Supervision for OpenQA with ColBERT.

[BibT_eX]

[DOI]

Matei Zaharia

Trans. Assoc. Comput. Linguistics, 2021

On the Opportunities and Risks of Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Passage Impacts for Inverted Indexes.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval.

[BibT_eX]

[DOI]

Matei A. Zaharia

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT.

[BibT_eX]

[DOI]

Matei Zaharia

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Finding the Best of Both Worlds: Faster and More Robust Top-k Document Retrieval.

[BibT_eX]

[DOI]

Mohammad Hammoud

Tamer Elsayed

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2018

LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System.

[BibT_eX]

[DOI]

Muhammad Yousuf Ahmad

Proc. VLDB Endow., 2018

PolyHJ: A Polymorphic Main-Memory Hash Join Paradigm for Multi-Core Machines.

[BibT_eX]

[DOI]

Mohammad Hammoud

Omar Shekfeh

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2014

An Overview of Interworking Architectures in Heterogeneous Wireless Networks: Objectives, Features and Challenges.

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[DOI]

Proceedings of the Tenth International Network Conference, 2014

The design and calculation of algorithm for optimizing vertical handover performance.

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[DOI]

Proceedings of the 9th International Symposium on Communication Systems, 2014

2013

A Survey on Media Independent Handover (MIH) and IP Multimedia Subsystem (IMS) in Heterogeneous Wireless Networks.

[BibT_eX]

[DOI]

Int. J. Wirel. Inf. Networks, 2013

I am 4 vho: new approach to improve seamless vertical hanover in heterogeneous wireless networks.

[BibT_eX]

[DOI]

CoRR, 2013

Survey on Media Independent Handover (MIH) Approaches in Heterogeneous Wireless Networks.

[BibT_eX]

[DOI]