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Papers
OPERA: A Reinforcement Learning--Enhanced Orchestrated Planner-Executor Architecture for Reasoning-Oriented Multi-Hop Retrieval
AAAI 2026
Empowering GraphRAG with Knowledge Filtering and Integration
EMNLP 2025
Enhancing Emotional Support Conversations: A Framework for Dynamic Knowledge Filtering and Persona Extraction
COLING 2025
Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks
ACL 2025
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework
NAACL 2025
MilaNLP@Multilingual Counterspeech Generation: Evaluating Translation and Background Knowledge Filtering
COLING 2025
Reasoning Knowledge Filter for Logical Table-to-Text Generation
COLING 2025
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
EMNLP 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
NAACL 2025
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
EMNLP 2024
KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning
EMNLP 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources
EMNLP 2021