conftrace_

hallucination mitigation

320 papers

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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

MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ACL 2023
Hallucination Mitigation in Natural Language Generation from Large-Scale Open-Domain Knowledge Graphs EMNLP 2023
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context NIPS 2023
Multilingual Summarization with Factual Consistency Evaluation ACL 2023
Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation EMNLP 2023
Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue ACL 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023
DiscoFlan: Instruction Fine-tuning and Refined Text Generation for Discourse Relation Label Classification ACL 2023
Active Retrieval Augmented Generation EMNLP 2023
Exploring In-Context Learning for Knowledge Grounded Dialog Generation EMNLP 2023
Learning Preference Model for LLMs via Automatic Preference Data Generation EMNLP 2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools EMNLP 2023
Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023
Mutual Information Alleviates Hallucinations in Abstractive Summarization EMNLP 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization EMNLP 2022
Entity-Based Knowledge Conflicts in Question Answering EMNLP 2021
Towards Table-to-Text Generation with Numerical Reasoning ACL 2021
Towards Table-to-Text Generation with Numerical Reasoning IJCNLP 2021
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ACL 2021
TWT: Table with Written Text for Controlled Data-to-Text Generation EMNLP 2021