Title
A Mathematical Philosophy of Explanations in Mechanistic Interpretability -- The Strange Science Part I.i Kola Ayonrinde Louis Jaburi MILM 86 1 0 01 May 2025
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Yinghui Li Wenhao Jiang Hai-tao Zheng Philip S. Yu 32 0 0 09 Apr 2025
Mitigating Propensity Bias of Large Language Models for Recommender Systems Guixian Zhang Guan Yuan Debo Cheng Lin Liu Jiuyong Li Shichao Zhang 44 2 0 30 Sep 2024
Counterfactual Token Generation in Large Language Models Ivi Chatzi N. C. Benz Eleni Straitouri Stratis Tsirtsis Manuel Gomez Rodriguez LRM 34 3 0 25 Sep 2024
Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications Yuhang Zhou Paiheng Xu Xiyao Wang Xuan Lu Ge Gao Wei Ai 57 5 0 22 Jan 2024
Image Content Generation with Causal Reasoning Xiaochuan Li Baoyu Fan Runze Zhang Liang Jin Di Wang Zhenhua Guo Yaqian Zhao Rengang Li LRM 75 6 0 12 Dec 2023
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models Shitian Zhao Zhuowan Li Yadong Lu Alan L. Yuille Yan Wang LRM 60 5 0 09 Dec 2023
Causal Structure Learning Supervised by Large Language Model Taiyu Ban Lyuzhou Chen Derui Lyu Xiangyu Wang Huanhuan Chen 71 12 0 20 Nov 2023
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Yuhang Zhou Paiheng Xu Xiaoyu Liu Bang An Wei Ai Furong Huang LRM 71 20 0 15 Nov 2023
Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer Narmada Naik Ayush Khandelwal Mohit Joshi Madhusudan Atre Hollis Wright ... Giridhar Mamidipudi Ganapati Srinivasa Carlo Bifulco B. Piening Kevin Matlock 115 11 0 13 Nov 2023
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 116 375 0 07 Nov 2023
Large Language Models Can Be Good Privacy Protection Learners Yijia Xiao Yiqiao Jin Yushi Bai Yue Wu Xianjun Yang ... Xujiang Zhao Yanchi Liu Haifeng Chen Wei Wang Wei Cheng PILM 95 16 0 03 Oct 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 79 15 0 19 Jun 2023
Finding Neurons in a Haystack: Case Studies with Sparse Probing Wes Gurnee Neel Nanda Matthew Pauly Katherine Harvey Dmitrii Troitskii Dimitris Bertsimas MILM 155 186 0 02 May 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 157 581 0 06 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 280 3,000 0 22 Mar 2023
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations Atticus Geiger Zhengxuan Wu Christopher Potts Thomas F. Icard Noah D. Goodman CML 73 98 0 05 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 267 4,229 0 30 Jan 2023
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality Jiayao Zhang Hongming Zhang Weijie J. Su Dan Roth CML LRM 165 24 0 31 Jan 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 332 8,457 0 28 Jan 2022
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks Zhao Meng Yihan Dong Mrinmaya Sachan Roger Wattenhofer AAML 66 10 0 15 Jul 2021
A Survey on Extraction of Causal Relations from Natural Language Text Jie Yang S. Han Josiah Poon 3DV CML 94 84 0 16 Jan 2021
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020
Certified Robustness to Adversarial Word Substitutions Robin Jia Aditi Raghunathan Kerem Göksel Percy Liang AAML 183 290 0 03 Sep 2019