hallucinations topic

A curated list of trustworthy deep learning papers. Daily updating...

MinghuiChen43

Trustworthy Retrieval Augmented Generation (RAG) with Safeguards

safeguards-ai

[ACL 2024] Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

IAAR-Shanghai

List of papers on hallucination detection in LLMs.

EdinburghNLP

Enhance Tesseract OCR output for scanned PDFs by applying Large Language Model (LLM) corrections, complete with options for text validation and hallucination filtering.

Dicklesworthstone

Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"

hongbinye

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models

intuit-ai-research

Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency

intuit

Attack to induce LLMs within hallucinations

PKU-YuanGroup

Code for Controlling Hallucinations at Word Level in Data-to-Text Generation (C. Rebuffel, M. Roberti, L. Soulier, G. Scoutheeten, R. Cancelliere, P. Gallinari)

KaijuML