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TruthfulQA: Measuring How Models Mimic Human Falsehoods

8 September 2021

Papers citing "TruthfulQA: Measuring How Models Mimic Human Falsehoods"

50 / 201 papers shown

Title
SelfCheckAgent: Zero-Resource Hallucination Detection in Generative Large Language Models Diyana Muhammed Gollam Rabby Sören Auer LLMAG HILM 128 0 0 03 Feb 2025
Preference Leakage: A Contamination Problem in LLM-as-a-judge Dawei Li Renliang Sun Yue Huang Ming Zhong Bohan Jiang Jiawei Han Wei Wei Wei Wang Huan Liu 132 29 0 03 Feb 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection Antoine Simoulin Namyong Park Xiaoyi Liu Grey Yang 188 0 0 31 Jan 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 72 28 0 28 Jan 2025
On The Truthfulness of 'Surprisingly Likely' Responses of Large Language Models Naman Goel HILM 111 0 0 28 Jan 2025
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators Dingkang Yang Dongling Xiao Jinjie Wei Mingcheng Li Zhaoyu Chen Ke Li Li Zhang HILM 150 6 0 28 Jan 2025
Is Open Source the Future of AI? A Data-Driven Approach Domen Vake Bogdan Šinik Jernej Vičič Aleksandar Tošić 52 2 0 27 Jan 2025
AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought Xin Huang Tarun K. Vangani Zhengyuan Liu Bowei Zou Ai Ti Aw LRM AI4CE 115 2 0 27 Jan 2025
Two Types of AI Existential Risk: Decisive and Accumulative Atoosa Kasirzadeh 100 17 0 20 Jan 2025
A Collection of Question Answering Datasets for Norwegian Vladislav Mikhailov Petter Mæhlum Victoria Ovedie Chruickshank Langø Erik Velldal Lilja Øvrelid RALM 65 4 0 19 Jan 2025
PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms Yilong Li Jingyu Liu Hao Zhang M Badri Narayanan Utkarsh Sharma Shuai Zhang Pan Hu Yijing Zeng Jayaram Raghuram Suman Banerjee MQ 98 3 0 10 Jan 2025
LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs LLM-jp Akiko Aizawa Eiji Aramaki Bowen Chen Fei Cheng ... Yuya Yamamoto Yusuke Yamauchi Hitomi Yanaka Rio Yokota Koichiro Yoshino 102 16 0 31 Dec 2024
MoPD: Mixture-of-Prompts Distillation for Vision-Language Models Yang Chen Shuai Fu Yu Zhang VLM 80 1 0 26 Dec 2024
Fearful Falcons and Angry Llamas: Emotion Category Annotations of Arguments by Humans and LLMs Lynn Greschner Roman Klinger 146 2 0 20 Dec 2024
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models Boyang Xue Fei Mi Qi Zhu Hongru Wang Rui Wang Sheng Wang Erxin Yu Xuming Hu Kam-Fai Wong HILM 191 2 0 16 Dec 2024
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families Felipe Maia Polo Shivalika Singh Leshem Choshen Yuekai Sun Mikhail Yurochkin 167 8 0 09 Dec 2024
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich Tomer Ronen Talor Abramovich Nir Ailon Nave Assaf ... Ido Shahaf Oren Tropp Omer Ullman Argov Ran Zilberstein Ran El-Yaniv 181 3 0 28 Nov 2024
DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization Hexuan Deng Wenxiang Jiao Xuebo Liu Min Zhang Zhaopeng Tu Zhaopeng Tu VLM 244 0 0 21 Nov 2024
LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch Jan Pfister Julia Wunderle Andreas Hotho 70 2 0 17 Nov 2024
Benchmarking LLMs' Judgments with No Gold Standard Shengwei Xu Yuxuan Lu Grant Schoenebeck Yuqing Kong 67 4 0 11 Nov 2024
FactLens: Benchmarking Fine-Grained Fact Verification Kushan Mitra Dan Zhang Sajjadur Rahman Estevam R. Hruschka HILM 139 1 0 08 Nov 2024
Prompt-Guided Internal States for Hallucination Detection of Large Language Models Fujie Zhang Peiqi Yu Biao Yi Baolei Zhang Tong Li Zheli Liu HILM LRM 119 0 0 07 Nov 2024
Graph-based Confidence Calibration for Large Language Models Yukun Li Sijia Wang Lifu Huang Li-Ping Liu UQCV 162 2 0 03 Nov 2024
TODO: Enhancing LLM Alignment with Ternary Preferences Yuxiang Guo Lu Yin Bo Jiang Jiaqi Zhang 109 2 0 02 Nov 2024
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 118 13 0 31 Oct 2024
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation Farima Fatahi Bayat Lechen Zhang Sheza Munir Lu Wang HILM 94 4 0 29 Oct 2024
Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 115 0 0 29 Oct 2024
SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis Huzaifa Pardawala Siddhant Sukhani Agam Shah Veer Kejriwal Abhishek Pillai Rohan Bhasin Andrew DiBiasio Tarun Mandapati Dhruv Adha Sudheer Chava 219 1 0 28 Oct 2024
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization Xiyue Peng Hengquan Guo Jiawei Zhang Dongqing Zou Ziyu Shao Honghao Wei Xin Liu 102 2 0 25 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 148 5 0 24 Oct 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator Yiqing Xie Wenxuan Zhou Pradyot Prakash Di Jin Yuning Mao ... Sinong Wang Han Fang Carolyn Rose Daniel Fried Hejia Zhang HILM 126 8 0 24 Oct 2024
CLEAR: Character Unlearning in Textual and Visual Modalities Alexey Dontsov Dmitrii Korzh Alexey Zhavoronkin Boris Mikheev Denis Bobkov Aibek Alanov Oleg Y. Rogov Ivan Oseledets Elena Tutubalina MU AILaw VLM 122 5 0 23 Oct 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models Jinghan Jia Jiancheng Liu Yihua Zhang Parikshit Ram Nathalie Baracaldo Sijia Liu MU 139 3 0 23 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 152 0 0 22 Oct 2024
ToW: Thoughts of Words Improve Reasoning in Large Language Models Zhikun Xu Ming shen Jacob Dineen Zhaonan Li Xiao Ye Shijie Lu Aswin Rrv Chitta Baral Ben Zhou LRM 433 1 0 21 Oct 2024
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data Wenkai Li Jiarui Liu Andy Liu Xuhui Zhou Mona Diab Maarten Sap 115 10 0 21 Oct 2024
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs Yujun Zhou Jingdong Yang Yue Huang Kehan Guo Zoe Emory ... Tian Gao Werner Geyer Nuno Moniz Nitesh Chawla Xiangliang Zhang 106 5 0 18 Oct 2024
Teaching Models to Balance Resisting and Accepting Persuasion Elias Stengel-Eskin Peter Hase Joey Tianyi Zhou MU 66 5 0 18 Oct 2024
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation Yiming Wang Pei Zhang Baosong Yang Derek F. Wong Rui Wang LRM 93 14 0 17 Oct 2024
Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors Weixuan Wang J. Yang Wei Peng LLMSV 80 4 0 16 Oct 2024
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs Syeda Nahida Akter Shrimai Prabhumoye John Kamalu S. Satheesh Eric Nyberg M. Patwary Mohammad Shoeybi Bryan Catanzaro LRM SyDa ReLM 147 2 0 15 Oct 2024
Taming Overconfidence in LLMs: Reward Calibration in RLHF Jixuan Leng Chengsong Huang Banghua Zhu Jiaxin Huang 98 14 0 13 Oct 2024
Language Imbalance Driven Rewarding for Multilingual Self-improving Wen Yang Junhong Wu Chen Wang Chengqing Zong J.N. Zhang ALM LRM 162 7 0 11 Oct 2024
A Closer Look at Machine Unlearning for Large Language Models Xiaojian Yuan Tianyu Pang Chao Du Kejiang Chen Weiming Zhang Min Lin MU 215 11 0 10 Oct 2024
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act Philipp Guldimann Alexander Spiridonov Robin Staab Nikola Jovanović Mark Vero ... Mislav Balunović Nikola Konstantinov Pavol Bielik Petar Tsankov Martin Vechev ELM 85 7 0 10 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 148 1 0 09 Oct 2024
Calibrating Expressions of Certainty Peiqi Wang Barbara D. Lam Yingcheng Liu Ameneh Asgari-Targhi Yikang Shen W. Wells Tina Kapur Polina Golland 88 2 0 06 Oct 2024
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion Guanchu Wang Yu-Neng Chuang Ruixiang Tang Shaochen Zhong Jiayi Yuan ... Zirui Liu Vipin Chaudhary Shuai Xu James Caverlee Xia Hu PILM 152 2 0 06 Oct 2024
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation Xinpeng Wang Chengzhi Hu Paul Röttger Barbara Plank 137 10 0 04 Oct 2024
Position: LLM Unlearning Benchmarks are Weak Measures of Progress Pratiksha Thaker Shengyuan Hu Neil Kale Yash Maurya Zhiwei Steven Wu Virginia Smith MU 113 19 0 03 Oct 2024