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Title: GitHub - ki-ljl/Awesome-Long-Form-Factuality: Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations

Open Graph Title: GitHub - ki-ljl/Awesome-Long-Form-Factuality: Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations

X Title: GitHub - ki-ljl/Awesome-Long-Form-Factuality: Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations

Description: Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations - ki-ljl/Awesome-Long-Form-Factuality

Open Graph Description: Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations - ki-ljl/Awesome-Long-Form-Factuality

X Description: Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations - ki-ljl/Awesome-Long-Form-Factuality

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https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#awesome-long-form-factuality-a-curated-list-of-papers-and-resources-on-enhancing-factuality-in-long-form-llm-generations
Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factualityhttps://www.arxiv.org/abs/2509.23765
🧾 Paperhttps://www.arxiv.org/abs/2509.23765
💻 Codehttps://github.com/ki-ljl/KLCF
🤗 Modelshttps://huggingface.co/JunliangLi/models
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#overview
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#table-of-contents
Overviewhttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#overview
Some Insightshttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#some-insights
Evaluation Methods for Factualityhttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#evaluation-methods-for-factuality
Prompt-Based Methodshttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#prompt-based-methods
SFT and DPO Methodshttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#sft-and-dpo-methods
RL Methodshttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#rl-methods
Other Methodshttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#other-methods
Benchmarkshttps://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#benchmarks
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https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#some-insights
🧾 Paperhttps://arxiv.org/abs/2207.05221
🧾 Paperhttps://arxiv.org/abs/2310.03716
🧾 Paperhttps://arxiv.org/abs/2505.23295
💻 Codehttps://github.com/XuZhao0/length-bias-factuality
🧾 Paperhttps://arxiv.org/abs/2503.17965
🧾 Paperhttps://arxiv.org/abs/2509.04664
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#evaluation-methods-for-factuality
🧾 Paperhttps://arxiv.org/abs/2310.07289
💻 Codehttps://github.com/ChanLiang/CONNER
🧾 Paperhttps://arxiv.org/abs/2303.01432
💻 Codehttps://github.com/ryokamoi/wice
🧾 Paperhttps://arxiv.org/abs/2305.14251
💻 Codehttps://github.com/shmsw25/FActScore
🧾 Paperhttps://arxiv.org/abs/2402.05629
💻 Codehttps://github.com/d223302/Merging-Facts-Crafting-Fallacies
🧾 Paperhttps://arxiv.org/abs/2305.11859
💻 Codehttps://github.com/jifan-chen/Fact-checking-via-Raw-Evidence
🧾 Paperhttps://arxiv.org/abs/2403.18802
💻 Codehttps://github.com/google-deepmind/long-form-factuality
🧾 Paperhttps://arxiv.org/abs/2402.11073
💻 Codehttps://github.com/EdisonNi-hku/AFaCTA
🤗 Modelshttps://huggingface.co/JingweiNi/roberta-base-afacta
🧾 Paperhttps://arxiv.org/abs/2403.11903
🧾 Paperhttps://arxiv.org/abs/2311.09000
💻 Codehttps://github.com/yuxiaw/Factcheck-GPT
🧾 Paperhttps://arxiv.org/abs/2406.19276
💻 Codehttps://github.com/Yixiao-Song/VeriScore
🧾 Paperhttps://arxiv.org/abs/2408.11832
💻 Codehttps://github.com/mbzuai-nlp/openfactcheck
🧾 Paperhttps://arxiv.org/abs/2309.12455
💻 Codehttps://github.com/jbshp/LongDocFACTScore
🧾 Paperhttps://arxiv.org/abs/2412.13175
🧾 Paperhttps://arxiv.org/abs/2501.03545
💻 Codehttps://github.com/algoprog/ICAT
🧾 Paperhttps://arxiv.org/abs/2307.13528
💻 Codehttps://github.com/GAIR-NLP/factool
🧾 Paperhttps://arxiv.org/abs/2502.10855
🧾 Paperhttps://arxiv.org/abs/2505.09701
🧾 Paperhttps://arxiv.org/abs/2505.15792
💻 Codehttps://github.com/dannalily/DoveScore
🧾 Paperhttps://arxiv.org/abs/2505.16973
💻 Codehttps://github.com/RishanthRajendhran/VeriFastScore
🧾 Paperhttps://www.arxiv.org/abs/2509.16093
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#prompt-based-methods
🧾 Paperhttps://arxiv.org/abs/2303.17651
💻 Codehttps://github.com/madaan/self-refine
🧾 Paperhttps://arxiv.org/abs/2309.11495
💻 Codehttps://github.com/thuanystuart/DD3412-chain-of-verification-reproduction
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#sft-and-dpo-methods
🧾 Paperhttps://arxiv.org/abs/2405.01525
🧾 Paperhttps://arxiv.org/abs/2410.01691
💻 Codehttps://github.com/MiuLab/FactAlign
🤗 Modelshttps://huggingface.co/collections/chaoweihuang/factalign-66fe175ff44983580bff96e0
🧾 Paperhttps://arxiv.org/abs/2402.09267
💻 Codehttps://github.com/zhangxy-2019/Self-Alignment-for-Factuality
🧾 Paperhttps://arxiv.org/abs/2311.08401
💻 Codehttps://github.com/kttian/llm_factuality_tuning
🧾 Paperhttps://arxiv.org/abs/2503.02846
💻 Codehttps://github.com/open-compass/ANAH
🧾 Paperhttps://arxiv.org/abs/2410.18359
🧾 Paperhttps://arxiv.org/abs/2501.06521
💻 Codehttps://github.com/YinghaoHu/LegalHalBench
🧾 Paperhttps://arxiv.org/abs/2410.21252
💻 Codehttps://github.com/THUDM/LongReward
🧾 Paperhttps://arxiv.org/abs/2506.02726
🧾 Paperhttps://arxiv.org/abs/2509.12936
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#rl-methods
🧾 Paperhttps://arxiv.org/abs/2406.13779
🧾 Paperhttps://arxiv.org/abs/2403.05612
💻 Codehttps://github.com/katiekang1998/llm_hallucinations
🧾 Paperhttps://arxiv.org/abs/2506.19807
💻 Codehttps://github.com/zjunlp/KnowRL
🧾 Paperhttps://arxiv.org/abs/2508.05618
🧾 Paperhttps://arxiv.org/abs/2505.11080
💻 Codehttps://github.com/lilakk/BLEUBERI
🧾 Paperhttps://arxiv.org/abs/2505.20825
💻 Codehttps://github.com/RUCAIBox/RioRAG
🧾 Paperhttps://arxiv.org/abs/2505.23912
🧾 Paperhttps://arxiv.org/abs/2505.24630
💻 Codehttps://github.com/nusnlp/FSPO
🧾 Paperhttps://www.arxiv.org/abs/2509.23765
💻 Codehttps://github.com/ki-ljl/KLCF
🤗 Modelshttps://huggingface.co/JunliangLi/models
🧾 Paperhttps://www.arxiv.org/abs/2509.25760
🧾 Paperhttps://arxiv.org/abs/2510.00568
💻 Codehttps://github.com/TencentBAC/ReSeek
🤗 Modelshttps://huggingface.co/TencentBAC/ReSeek-qwen2.5-3b-em-grpo
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#other-methods
🧾 Paperhttps://arxiv.org/abs/2411.13343
💻 Codehttps://github.com/yuanyige/fact-calibration
🧾 Paperhttps://arxiv.org/abs/2502.18573
💻 Codehttps://github.com/IBM/FactReasoner
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#benchmarks
🧾 Paperhttps://arxiv.org/abs/2305.14251
💻 Codehttps://github.com/shmsw25/FActScore
🧾 Paperhttps://arxiv.org/abs/2405.20315
💻 Codehttps://github.com/open-compass/ANAH
🧾 Paperhttps://arxiv.org/abs/2403.18802
💻 Codehttps://github.com/google-deepmind/long-form-factuality
🧾 Paperhttps://arxiv.org/abs/2407.17468
🧾 Paperhttps://arxiv.org/abs/2411.19655
💻 Codehttps://github.com/Babelscape/LLM-Oasis
🧾 Paperhttps://arxiv.org/abs/2410.22257
💻 Codehttps://github.com/launchnlp/FactBench
🧾 Paperhttps://arxiv.org/abs/2504.17550
💻 Codehttps://github.com/facebookresearch/HalluLens
🧾 Paperhttps://arxiv.org/abs/2510.06426
💻 Codehttps://github.com/yitaoLong/FinLFQA
🧾 Paperhttps://arxiv.org/abs/2501.08292
💻 Codehttps://github.com/AbhilashaRavichander/HALoGEN
🧾 Paperhttps://arxiv.org/abs/2506.06589
💻 Codehttps://github.com/jacqueline-he/precise-information-control
🧾 Paperhttps://arxiv.org/abs/2508.00109
🧾 Paperhttps://www.arxiv.org/abs/2509.21856
💻 Codehttps://github.com/hardenyu21/KnowMT-Bench
https://patch-diff.githubusercontent.com/ki-ljl/Awesome-Long-Form-Factuality#surveys
🧾 Paperhttps://arxiv.org/abs/2309.05922
💻 Codehttps://github.com/vr25/hallucination-foundation-model-survey
🧾 Paperhttps://arxiv.org/abs/2402.02420
🧾 Paperhttps://arxiv.org/abs/2401.01313
🧾 Paperhttps://arxiv.org/abs/2404.07060
🧾 Paperhttps://arxiv.org/abs/2310.07521
💻 Codehttps://github.com/wangcunxiang/LLM-Factuality-Survey
🧾 Paperhttps://arxiv.org/abs/2311.05232
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