WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a corpus.
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Apr 29, 2025 - Python
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factuality
Here are 20 public repositories matching this topic...
Loki: Open-source solution designed to automate the process of verifying factuality
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Oct 3, 2024 - Python
Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".
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Apr 29, 2025 - Python
Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
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Jan 17, 2025 - Python
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
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May 16, 2025 - Python
A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"
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Apr 13, 2025 - Python
[Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers
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Mar 14, 2024 - Python
Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
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Aug 13, 2024 - Python
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
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Jul 26, 2023 - Python
OLAPH: Improving Factuality in Biomedical Long-form Question Answering
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Sep 10, 2024 - Python
Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation
nlp paper decoding factuality arithmetic-reasoning contrastive-decoding contrastive-cot-prompting distillation-contrastive-decoding
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Feb 27, 2024 - Python
The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“
llama factuality hallucinations large-language-models nlg-evaluation chatgpt llm-evaluation emnlp2023
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Jan 22, 2024 - Python
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433
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Dec 5, 2024 - Python
Code for paper "Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators"
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Dec 4, 2024 - Python
Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization
metrics summarization abstractive abstractive-summarization factuality summarization-dataset factuality-checking
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Jul 19, 2023 - Python
Event factuality prediction.Trigger state LSTM
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Jul 24, 2020 - Python
Fact-checking with Iterative Retrieval and Verification
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Nov 3, 2024 - Python
Latent-Explorer is the Python implementation of the framework proposed in the paper "Unveiling LLMs: The Evolution of Latent Representations in a Dynamic Knowledge Graph".
knowledge graphs knowledge-graph probing latent-representations factuality llms llms-reasoning propositional-probes claim-verification
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Oct 21, 2024 - Python
CLI tool to evaluate LLM factuality on MMLU benchmark.
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May 23, 2025 - Python
Retrieval-augmented Generation (2024 Google Project Submodules)
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Jan 28, 2024 - Python
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