Dawn Lawrie
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
2024/03/22 by Orion Weller, Weller, Orion, Benjamin Chang +13 · 14 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
- Rank1: Test-Time Compute for Reranking in Information Retrieval
2025/02/25 by Orion Weller, Kathryn Ricci, Weller, Orion +9 · 21 citations
Computer Science · #Graph Theory and Algorithms #Data Management and Algorithms #Advanced Graph Neural Networks
- NevIR: Negation in Neural Information Retrieval
2023/05/12 by Orion Weller, Dawn Lawrie, Weller, Orion +3 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
2024/09/17 by Orion Weller, Weller, Orion, Benjamin Van Durme +9 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation
2024/01/09 by Eugene Yang, Dawn Lawrie, Yang, Eugene +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Algorithms #Topic Modeling
- Seq vs Seq: An Open Suite of Paired Encoders and Decoders
2025/07/15 by Orion Weller, Kathryn Ricci, Weller, Orion +9 · 9 citations
Computer Science · Decision Sciences · #Machine Learning and Data Classification #Scientific Computing and Data Management
- mmBERT: A Modern Multilingual Encoder with Annealed Language Learning
2025/09/08 by Marc Marone, Orion Weller, Marone, Marc +9 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Overview of the TREC 2022 NeuCLIR Track
2023/04/24 by Dawn Lawrie, Sean MacAvaney, Lawrie, Dawn +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Topic Modeling
- mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval
2025/01/31 by Orion Weller, Weller, Orion, Benjamin Chang +17 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques