Rank1: Test-Time Compute for Reranking in Information Retrieval

Authors: Weller, Orion, Ricci, Kathryn, Yang, Eugene, Yates, Andrew, Lawrie, Dawn, Van Durme, Benjamin

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.18418

mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval

Authors: Weller, Orion, Chang, Benjamin, Yang, Eugene, Yarmohammadi, Mahsa, Barham, Sam, MacAvaney, Sean, Cohan, Arman, Soldaini, Luca, Van Durme, Benjamin, Lawrie, Dawn

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.19264

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Authors: Weller, Orion, Van Durme, Benjamin, Lawrie, Dawn, Paranjape, Ashwin, Zhang, Yuhao, Hessel, Jack

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.11136

CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation

Authors: Hou, Abe Bohan, Weller, Orion, Qin, Guanghui, Yang, Eugene, Lawrie, Dawn, Holzenberger, Nils, Blair-Stanek, Andrew, Van Durme, Benjamin

Subject Terms: Computer Science - Computation and Language, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2406.17186

On the Evaluation of Machine-Generated Reports

Authors: Mayfield, James, Yang, Eugene, Lawrie, Dawn, MacAvaney, Sean, McNamee, Paul, Oard, Douglas W., Soldaini, Luca, Soboroff, Ian, Weller, Orion, Kayi, Efsun, Sanders, Kate, Mason, Marc, Hibbler, Noah

Subject Terms: Computer Science - Computation and Language, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2405.00982

Distillation for Multilingual Information Retrieval

Authors: Yang, Eugene, Lawrie, Dawn, Mayfield, James

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.00977

Language Fairness in Multilingual Information Retrieval

Authors: Yang, Eugene, Jänich, Thomas, Mayfield, James, Lawrie, Dawn

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.00978

PLAID SHIRTTT for Large-Scale Streaming Dense Retrieval

Authors: Lawrie, Dawn, Kayi, Efsun, Yang, Eugene, Mayfield, James, Oard, Douglas W.

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.00975

Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information Retrieval

Authors: Yang, Eugene, Nair, Suraj, Lawrie, Dawn, Mayfield, James, Oard, Douglas W., Duh, Kevin

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2404.18797

Extending Translate-Train for ColBERT-X to African Language CLIR

Authors: Yang, Eugene, Lawrie, Dawn J., McNamee, Paul, Mayfield, James

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2404.08134

HLTCOE at TREC 2023 NeuCLIR Track

Authors: Yang, Eugene, Lawrie, Dawn, Mayfield, James

Subject Terms: Computer Science - Computation and Language, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2404.08118

Overview of the TREC 2023 NeuCLIR Track

Authors: Lawrie, Dawn, MacAvaney, Sean, Mayfield, James, McNamee, Paul, Oard, Douglas W., Soldaini, Luca, Yang, Eugene

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2404.08071

FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Authors: Weller, Orion, Chang, Benjamin, MacAvaney, Sean, Lo, Kyle, Cohan, Arman, Van Durme, Benjamin, Lawrie, Dawn, Soldaini, Luca

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.15246

Dated Data: Tracing Knowledge Cutoffs in Large Language Models

Authors: Cheng, Jeffrey, Marone, Marc, Weller, Orion, Lawrie, Dawn, Khashabi, Daniel, Van Durme, Benjamin

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2403.12958

Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation

Authors: Yang, Eugene, Lawrie, Dawn, Mayfield, James, Oard, Douglas W., Miller, Scott

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2401.04810

When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets

Authors: Weller, Orion, Lo, Kyle, Wadden, David, Lawrie, Dawn, Van Durme, Benjamin, Cohan, Arman, Soldaini, Luca

Subject Terms: Computer Science - Information Retrieval, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2309.08541

'According to ...': Prompting Language Models Improves Quoting from Pre-Training Data

Authors: Weller, Orion, Marone, Marc, Weir, Nathaniel, Lawrie, Dawn, Khashabi, Daniel, Van Durme, Benjamin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2305.13252

NevIR: Negation in Neural Information Retrieval

Authors: Weller, Orion, Lawrie, Dawn, Van Durme, Benjamin

Subject Terms: Computer Science - Information Retrieval, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2305.07614

Synthetic Cross-language Information Retrieval Training Data

Authors: Mayfield, James, Yang, Eugene, Lawrie, Dawn, Barham, Samuel, Weller, Orion, Mason, Marc, Nair, Suraj, Miller, Scott

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2305.00331

Overview of the TREC 2022 NeuCLIR Track

Authors: Lawrie, Dawn, MacAvaney, Sean, Mayfield, James, McNamee, Paul, Oard, Douglas W., Soldaini, Luca, Yang, Eugene

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2304.12367