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

Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision NAACL 2024
Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information NAACL 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards ACL 2024
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding ACL 2024
ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024
Don’t Just Say “I don’t know”! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations EMNLP 2024
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024
TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution EMNLP 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024
FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification EMNLP 2024
Attribute or Abstain: Large Language Models as Long Document Assistants EMNLP 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024
DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024
Enabling Large Language Models to Generate Text with Citations EMNLP 2023
Zero-shot Faithful Factual Error Correction ACL 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023