Orion Weller

63 papers A* 8A 1B 1Journal 36Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — conf
CacheNotes: Task-Aware Key-Value Cache Compression for Reasoning-Intensive Knowledge Tasks.
EACL (Volume 1: Long Papers)
Giulio Corallo, Orion Weller, Fabio Petroni, Paolo Papotti
2025 J jnl
Auto-ARGUE: LLM-Based Report Generation Evaluation.
CoRR
William Gantt Walden, Marc Mason, Orion Weller, Laura Dietz, Hannah Recknor, Bryan Li, Gabrielle Kaili-May Liu, Yu Hou, James Mayfield, Eugene Yang
2025 J jnl
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning.
CoRR
Giulio Corallo, Orion Weller, Fabio Petroni, Paolo Papotti
2025 — conf
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation.
NAACL (Findings)
Abe Bohan Hou, Orion Weller, Guanghui Qin, Eugene Yang, Dawn J. Lawrie, Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme
2025 — conf
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions.
NAACL (Long Papers)
Orion Weller, Benjamin Chang, Sean MacAvaney, Kyle Lo, Arman Cohan, Benjamin Van Durme, Dawn J. Lawrie, Luca Soldaini
2025 A* conf
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering.
ICLR
Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller, Oyvind Tafjord, Sam Hornstein, Alexander Sabol, Peter A. Jansen, Benjamin Van Durme, Peter Clark
2025 J jnl
HLTCOE at LiveRAG: GPT-Researcher using ColBERT retrieval.
CoRR
Kevin Duh, Eugene Yang, Orion Weller, Andrew Yates, Dawn J. Lawrie
2025 J jnl
HLTCOE at TREC 2024 NeuCLIR Track.
CoRR
Eugene Yang, Dawn J. Lawrie, Orion Weller, James Mayfield
2025 J jnl
MMTEB: Massive Multilingual Text Embedding Benchmark.
CoRR
Kenneth C. Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzeminski, Genta Indra Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Gabriel Sequeira, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çagatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafal Poswiata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Philipp Harries, Loïc Magne, Isabelle Mohr, Mariya Hendriksen, Dawei Zhu, Hippolyte Gisserot-Boukhlef, Tom Aarsen, Jan Kostkan, Konrad Wojtasik, Taemin Lee, Marek Suppa, Crystina Zhang, Roberta Rocca, Mohammed Hamdy, Andrianos Michail, John Yang, Manuel Faysse, Aleksei Vatolin, Nandan Thakur, Manan Dey, Dipam Vasani, Pranjal A. Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lù, Jordan Clive, Gayatri Krishnakumar, Anna Maksimova, Silvan Wehrli, Maria Tikhonova, Henil Panchal, Aleksandr Abramov, Malte Ostendorff, Zheng Liu, Simon Clematide, Lester James V. Miranda, Alena Fenogenova, Guangyu Song, Ruqiya Bin Safi, Wen-Ding Li, Alessia Borghini, Federico Cassano, Hongjin Su, Jimmy Lin, Howard Yen, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff
2025 J jnl
On the Theoretical Limitations of Embedding-Based Retrieval.
CoRR
Orion Weller, Michael Boratko, Iftekhar Naim, Jinhyuk Lee
2025 A* conf
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models.
ICLR
Orion Weller, Benjamin Van Durme, Dawn J. Lawrie, Ashwin Paranjape, Yuhao Zhang, Jack Hessel
2025 J jnl
Rank-K: Test-Time Reasoning for Listwise Reranking.
CoRR
Eugene Yang, Andrew Yates, Kathryn Ricci, Orion Weller, Vivek Chari, Benjamin Van Durme, Dawn J. Lawrie
2025 J jnl
Rank1: Test-Time Compute for Reranking in Information Retrieval.
CoRR
Orion Weller, Kathryn Ricci, Eugene Yang, Andrew Yates, Dawn J. Lawrie, Benjamin Van Durme
2025 A* conf
SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses.
AAAI
Dongwei Jiang, Jingyu Zhang, Orion Weller, Nathaniel Weir, Benjamin Van Durme, Daniel Khashabi
2025 J jnl
Seq vs Seq: An Open Suite of Paired Encoders and Decoders.
CoRR
Orion Weller, Kathryn Ricci, Marc Marone, Antoine Chaffin, Dawn J. Lawrie, Benjamin Van Durme
2025 — conf
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.
ACL (1)
Benjamin Warner, Antoine Chaffin, Benjamin Clavié, Orion Weller, Oskar Hallström, Said Taghadouini, Alexis Gallagher, Raja Biswas, Faisal Ladhak, Tom Aarsen, Griffin Thomas Adams, Jeremy Howard, Iacopo Poli
2025 — conf
mFollowIR: A Multilingual Benchmark for Instruction Following in Retrieval.
ECIR (2)
Orion Weller, Benjamin Chang, Eugene Yang, Mahsa Yarmohammadi, Samuel Barham, Sean MacAvaney, Arman Cohan, Luca Soldaini, Benjamin Van Durme, Dawn J. Lawrie
2025 J jnl
mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval.
CoRR
Orion Weller, Benjamin Chang, Eugene Yang, Mahsa Yarmohammadi, Samuel Barham, Sean MacAvaney, Arman Cohan, Luca Soldaini, Benjamin Van Durme, Dawn J. Lawrie
2025 J jnl
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning.
CoRR
Marc Marone, Orion Weller, William Fleshman, Eugene Yang, Dawn J. Lawrie, Benjamin Van Durme
2024 — conf
"According to . . . ": Prompting Language Models Improves Quoting from Pre-Training Data.
EACL (1)
Orion Weller, Marc Marone, Nathaniel Weir, Dawn J. Lawrie, Daniel Khashabi, Benjamin Van Durme
2024 J jnl
A Waterlog for Detecting and Tracing Synthetic Text from Large Language Models.
IACR Cryptol. ePrint Arch.
Brennon Brimhall, Orion Weller, Matthew Green, Ian Miers
2024 J jnl
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation.
CoRR
Abe Bohan Hou, Orion Weller, Guanghui Qin, Eugene Yang, Dawn J. Lawrie, Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme
2024 J jnl
Dated Data: Tracing Knowledge Cutoffs in Large Language Models.
CoRR
Jeffrey Cheng, Marc Marone, Orion Weller, Dawn J. Lawrie, Daniel Khashabi, Benjamin Van Durme
2024 — conf
Defending Against Disinformation Attacks in Open-Domain Question Answering.
EACL (2)
Orion Weller, Aleem Khan, Nathaniel Weir, Dawn J. Lawrie, Benjamin Van Durme
2024 A* conf
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic.
EMNLP
Nathaniel Weir, Kate Sanders, Orion Weller, Shreya Sharma, Dongwei Jiang, Zhengping Jiang, Bhavana Dalvi Mishra, Oyvind Tafjord, Peter A. Jansen, Peter Clark, Benjamin Van Durme
2024 J jnl
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic.
CoRR
Nathaniel Weir, Kate Sanders, Orion Weller, Shreya Sharma, Dongwei Jiang, Zhengping Jiang, Bhavana Dalvi Mishra, Oyvind Tafjord, Peter A. Jansen, Peter Clark, Benjamin Van Durme
2024 J jnl
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions.
CoRR
Orion Weller, Benjamin Chang, Sean MacAvaney, Kyle Lo, Arman Cohan, Benjamin Van Durme, Dawn J. Lawrie, Luca Soldaini
2024 J jnl
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering.
CoRR
Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller, Oyvind Tafjord, Sam Hornstein, Alexander Sabol, Peter Jansen, Benjamin Van Durme, Peter Clark
2024 — conf
HLTCOE at TREC 2024 NeuCLIR Track.
TREC
Eugene Yang, Dawn J. Lawrie, Orion Weller, James Mayfield
2024 A* conf
Learning to Reason via Program Generation, Emulation, and Search.
NeurIPS
Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark
2024 J jnl
Learning to Reason via Program Generation, Emulation, and Search.
CoRR
Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark
2024 — conf
NevIR: Negation in Neural Information Retrieval.
EACL (1)
Orion Weller, Dawn J. Lawrie, Benjamin Van Durme
2024 A* conf
On the Evaluation of Machine-Generated Reports.
SIGIR
James Mayfield, Eugene Yang, Dawn J. Lawrie, Sean MacAvaney, Paul McNamee, Douglas W. Oard, Luca Soldaini, Ian Soboroff, Orion Weller, Efsun Selin Kayi, Kate Sanders, Marc Mason, Noah Hibbler
2024 J jnl
On the Evaluation of Machine-Generated Reports.
CoRR
James Mayfield, Eugene Yang, Dawn J. Lawrie, Sean MacAvaney, Paul McNamee, Douglas W. Oard, Luca Soldaini, Ian Soboroff, Orion Weller, Efsun Selin Kayi, Kate Sanders, Marc Mason, Noah Hibbler
2024 J jnl
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models.
CoRR
Orion Weller, Benjamin Van Durme, Dawn J. Lawrie, Ashwin Paranjape, Yuhao Zhang, Jack Hessel
2024 J jnl
SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses.
CoRR
Dongwei Jiang, Jingyu Zhang, Orion Weller, Nathaniel Weir, Benjamin Van Durme, Daniel Khashabi
2024 J jnl
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.
CoRR
Benjamin Warner, Antoine Chaffin, Benjamin Clavié, Orion Weller, Oskar Hallström, Said Taghadouini, Alexis Gallagher, Raja Biswas, Faisal Ladhak, Tom Aarsen, Nathan Cooper, Griffin Adams, Jeremy Howard, Iacopo Poli
2024 — conf
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets.
EACL (Findings)
Orion Weller, Kyle Lo, David Wadden, Dawn J. Lawrie, Benjamin Van Durme, Arman Cohan, Luca Soldaini
2023 J jnl
"According to ..." Prompting Language Models Improves Quoting from Pre-Training Data.
CoRR
Orion Weller, Marc Marone, Nathaniel Weir, Dawn J. Lawrie, Daniel Khashabi, Benjamin Van Durme
2023 J jnl
MegaWika: Millions of reports and their sources across 50 diverse languages.
CoRR
Samuel Barham, Orion Weller, Michelle Yuan, Kenton Murray, Mahsa Yarmohammadi, Zhengping Jiang, Siddharth Vashishtha, Alexander Martin, Anqi Liu, Aaron Steven White, Jordan L. Boyd-Graber, Benjamin Van Durme
2023 J jnl
NevIR: Negation in Neural Information Retrieval.
CoRR
Orion Weller, Dawn J. Lawrie, Benjamin Van Durme
2023 J jnl
Synthetic Cross-language Information Retrieval Training Data.
CoRR
James Mayfield, Eugene Yang, Dawn J. Lawrie, Samuel Barham, Orion Weller, Marc Mason, Suraj Nair, Scott Miller
2023 A* conf
When Do Decompositions Help for Machine Reading?
EMNLP
Kangda Wei, Dawn J. Lawrie, Benjamin Van Durme, Yunmo Chen, Orion Weller
2023 J jnl
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets.
CoRR
Orion Weller, Kyle Lo, David Wadden, Dawn J. Lawrie, Benjamin Van Durme, Arman Cohan, Luca Soldaini
2022 J jnl
Defending Against Poisoning Attacks in Open-Domain Question Answering.
CoRR
Orion Weller, Aleem Khan, Nathaniel Weir, Dawn J. Lawrie, Benjamin Van Durme
2022 — conf
End-to-End Speech Translation for Code Switched Speech.
ACL (Findings)
Orion Weller, Matthias Sperber, Telmo Pires, Hendra Setiawan, Christian Gollan, Dominic Telaar, Matthias Paulik
2022 J jnl
End-to-End Speech Translation for Code Switched Speech.
CoRR
Orion Weller, Matthias Sperber, Telmo Pires, Hendra Setiawan, Christian Gollan, Dominic Telaar, Matthias Paulik
2022 — conf
Pretrained Models for Multilingual Federated Learning.
NAACL-HLT
Orion Weller, Marc Marone, Vladimir Braverman, Dawn J. Lawrie, Benjamin Van Durme
2022 J jnl
Pretrained Models for Multilingual Federated Learning.
CoRR
Orion Weller, Marc Marone, Vladimir Braverman, Dawn J. Lawrie, Benjamin Van Durme
2022 J jnl
When Do Decompositions Help for Machine Reading?
CoRR
Kangda Wei, Dawn J. Lawrie, Benjamin Van Durme, Yunmo Chen, Orion Weller
2022 — conf
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning.
ACL (2)
Orion Weller, Kevin D. Seppi, Matt Gardner
2022 J jnl
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning.
CoRR
Orion Weller, Kevin D. Seppi, Matt Gardner
2021 — conf
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification.
NAACL-HLT
Wilson Fearn, Orion Weller, Kevin D. Seppi
2021 J jnl
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification.
CoRR
Wilson Fearn, Orion Weller, Kevin D. Seppi
2021 A conf
Streaming Models for Joint Speech Recognition and Translation.
EACL
Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers
2021 J jnl
Streaming Models for Joint Speech Recognition and Translation.
CoRR
Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers
2020 — conf
Can Humor Prediction Datasets be used for Humor Generation? Humorous Headline Generation via Style Transfer.
Fig-Lang@ACL
Orion Weller, Nancy Fulda, Kevin D. Seppi
2020 — conf
Learning from Task Descriptions.
EMNLP (1)
Orion Weller, Nicholas Lourie, Matt Gardner, Matthew E. Peters
2020 J jnl
Learning from Task Descriptions.
CoRR
Orion Weller, Nicholas Lourie, Matt Gardner, Matthew E. Peters
2020 B conf
The rJokes Dataset: a Large Scale Humor Collection.
LREC
Orion Weller, Kevin D. Seppi
2020 A* conf
You Don't Have Time to Read This: An Exploration of Document Reading Time Prediction.
ACL
Orion Weller, Jordan Hildebrandt, Ilya Reznik, Christopher Challis, E. Shannon Tass, Quinn Snell, Kevin D. Seppi
2019 — conf
Humor Detection: A Transformer Gets the Last Laugh.
EMNLP/IJCNLP (1)
Orion Weller, Kevin D. Seppi
2019 J jnl
Humor Detection: A Transformer Gets the Last Laugh.
CoRR
Orion Weller, Kevin D. Seppi