conftrace_

hallucination mitigation

320 papers

Explore in graph

Co-occurring keywords

large language model (13587) retrieval-augmented generation (1592) vision-language model (2348) question answering (2963) text generation (2913) large vision-language model (170) multimodal large language model (966) hallucination detection (530) direct preference optimization (332) language model (4599)

Papers

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality ACL 2026
VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning ACL 2026
One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology MIDL 2026
KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates ACL 2026
VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck ACL 2026
Scalpel: Fine-Grained Alignment of Attention Activation Manifolds via Mixture Gaussian Bridges to Mitigate Multimodal Hallucination WACV 2026
Optimizing LVLMs with On-Policy Data for Effective Hallucination Mitigation WACV 2026
Over-Searching in Search-Augmented Large Language Models EACL 2026
The Unintended Trade-off of AI Alignment: Balancing Hallucination Mitigation and Safety in LLMs EACL 2026
Seeing Is Believing: Grounding Long-Video Understanding in Spatio-Temporal Visual Evidence AAAI 2026
Look Closer! An Adversarial Parametric Editing Framework for Hallucination Mitigation in VLMs AAAI 2026
SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision AAAI 2026
Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs AAAI 2026
Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG AAAI 2026
Mitigating Hallucinations in Large Language Models via Causal Reasoning AAAI 2026
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models AAAI 2026
Do Retrieval Augmented Language Models Know When They Don’t Know? AAAI 2026
ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning ACL 2025
Generating Domain-Specific Knowledge Graphs from Large Language Models ACL 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation ACL 2025
Removal of Hallucination on Hallucination: Debate-Augmented RAG ACL 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs IJCAI 2025
Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs AAAI 2025