Bergen, Leon
- Dissociation of Faithful and Unfaithful Reasoning in LLMs
2024/05/23 by Yee, Evelyn, Li, Alice, Tang, Chenyu +3 · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives
2024/02/21 by Xiaoyue Wang, Wang, Xiaoyue, Jianyou Wang +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation
2024/11/01 by Bohan Lyu, Yadi Cao, Lyu, Bohan +11 · 2 voices · 4 citations
Computer Science · #Semantic Web and Ontologies #cs.AI #cs.CL #cs.LG
- DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries
2023/10/07 by Jianyou Wang, Kaicheng Wang, Wang, Jianyou +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
- Systematic Generalization with Edge Transformers
2021/12/01 by Leon Bergen, Timothy J. O’Donnell, Bergen, Leon +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Single-Pass Document Scanning for Question Answering
2025/04/04 by Weili Cao, Jianyou Wang, Cao, Weili +12 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling