Sean MacAvaney
- Lexically-Accelerated Dense Retrieval
2023/07/18 by Hrishikesh Kulkarni, Sean MacAvaney, Nazli Goharian +1 · 1 voice · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions
2024/03/22 by Orion Weller, Weller, Orion, Benjamin Chang +13 · 15 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
- Generative Query Reformulation for Effective Adhoc Search
2023/08/01 by Xiao Wang, Wang, Xiao, Sean MacAvaney +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
- Variations in Relevance Judgments and the Shelf Life of Test Collections
2025/02/28 by Andrew Parry, Maik Fröbe, Parry, Andrew +13 · 2 voices · 3 citations
#cs.IR
- IntenT5: Search Result Diversification using Causal Language Models
2021/08/09 by Sean MacAvaney, MacAvaney, Sean, Craig Macdonald +5 · 1 citation
Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling #Web Data Mining and Analysis
- Streamlining Evaluation with ir-measures
2021/11/26 by Sean MacAvaney, MacAvaney, Sean, Craig Macdonald +3 · 1 citation
Computer Science · Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
- Overview of the TREC 2022 NeuCLIR Track
2023/04/24 by Dawn Lawrie, Lawrie, Dawn, Sean MacAvaney +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
- An Alternative to FLOPS Regularization to Effectively Productionize SPLADE-Doc
2025/05/21 by Aldo Porco, Porco, Aldo, Dhruv Mehra +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- MechIR: A Mechanistic Interpretability Framework for Information Retrieval
2025/01/17 by Andrew Parry, Catherine Chen, Parry, Andrew +5 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets
2025/04/12 by Mandeep Rathee, V Venktesh, Rathee, Mandeep +5 · 2 citations
Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Text and Document Classification Technologies
- mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval
2025/01/31 by Orion Weller, Benjamin Chang, Weller, Orion +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