Title
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 226 24 0 02 Feb 2024
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice Inyoung Cheong King Xia K. J. Kevin Feng Quan Ze Chen Amy X. Zhang AILaw ELM 285 108 0 02 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 196 2 0 02 Feb 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution Qingfeng Lan Xianjun Yang Zelong Li Cheng Wei Yongfeng Zhang LLMAG 401 4 0 02 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 234 14 0 01 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 284 106 0 30 Jan 2024
Black-Box Access is Insufficient for Rigorous AI AuditsConference on Fairness, Accountability and Transparency (FAccT), 2024 Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 540 128 0 25 Jan 2024
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions Timothée Schmude Laura M. Koesten Torsten Moller Sebastian Tschiatschek 197 4 0 24 Jan 2024
From Understanding to Utilization: A Survey on Explainability for Large Language Models Haoyan Luo Lucia Specia 338 48 0 23 Jan 2024
FAIR Enough: How Can We Develop and Assess a FAIR-Compliant Dataset for Large Language Models' Training?Data Intelligence (DI), 2024 Shaina Raza Shardul Ghuge Chen Ding Elham Dolatabadi D. Pandya SyDa 508 19 0 19 Jan 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective Haoyi Xiong Xuhong Li Xiaofei Zhang Jiamin Chen Xinhao Sun Yuchen Li Zeyi Sun Jundong Li XAI 345 13 0 09 Jan 2024
Training and Serving System of Foundation Models: A Comprehensive Survey Jiahang Zhou Yanyu Chen Zicong Hong Wuhui Chen Yue Yu Tao Zhang Hui Wang Chuan-fu Zhang Zibin Zheng ALM 220 13 0 05 Jan 2024
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions Aditya Bhattacharya 211 10 0 29 Dec 2023
Neuron-Level Knowledge Attribution in Large Language Models Zeping Yu Sophia Ananiadou FAtt KELM 274 28 0 19 Dec 2023
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 287 276 0 19 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 255 319 0 12 Dec 2023
Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and GenerationInternational Conference on Machine Learning (ICML), 2023 Randall Balestriero Romain Cosentino Sarath Shekkizhar 314 6 0 04 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 James Enouen Hootan Nakhost Sayna Ebrahimi Sercan O. Arik Yan Liu Tomas Pfister 325 14 0 03 Dec 2023
Survey on AI Ethics: A Socio-technical PerspectiveInternational Conference on Climate Informatics (ICCI), 2023 Dave Mbiazi Meghana Bhange Maryam Babaei Ivaxi Sheth Patrik Kenfack Samira Ebrahimi Kahou 403 9 0 28 Nov 2023
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 247 11 0 25 Nov 2023
A Survey of Graph Meets Large Language Model: Progress and Future DirectionsInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 537 88 0 21 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 614 21 0 20 Nov 2023
Rethinking Large Language Models in Mental Health Applications Shaoxiong Ji Tianlin Zhang Kailai Yang Sophia Ananiadou Xiaoshi Zhong LM&MA AI4MH 322 26 0 19 Nov 2023
Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness Gongbo Zhang Qiao Jin Denis Jered McInerney Yong Chen Fei Wang ... Mor Peleg Byron C. Wallace Zhiyong Lu Chunhua Weng Yifan Peng 254 20 0 19 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated ExplanationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 247 21 0 13 Nov 2023
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives Rojina Kashefi Leili Barekatain Mohammad Sabokrou Fatemeh Aghaeipoor ViT 268 19 0 12 Nov 2023
Robust Text Classification: Analyzing Prototype-Based NetworksConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhivar Sourati D. Deshpande Filip Ilievski Kiril Gashteovski S. Saralajew OOD OffRL 273 7 0 11 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David Clifton LM&MA 672 182 0 09 Nov 2023
A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and SustainabilityIEEE Communications Surveys and Tutorials (COMST), 2023 Xiaojie Wang Beibei Wang Yu Wu Zhaolong Ning Song Guo Feng Yu 269 35 0 27 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 245 1 0 30 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM InterfacesInternational Conference on Human Factors in Computing Systems (CHI), 2023 Hariharan Subramonyam Roy Pea Christopher Pondoc Maneesh Agrawala Colleen M. Seifert 265 98 0 25 Sep 2023
Pruning Large Language Models via Accuracy Predictor Yupeng Ji Yibo Cao Jiu-si Liu KELM 201 4 0 18 Sep 2023
A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Lin Wang OffRL 798 1,158 0 12 Jul 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Simon Razniewski Hiba Arnaout Tuan-Phong Nguyen Fabian M. Suchanek 221 13 0 09 May 2023
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPTMachine Learning with Applications (MLWA), 2023 Yi Qi Xingyu Zhao Siddartha Khastgir Xiaowei Huang 187 33 0 03 Apr 2023
Manifestations of Xenophobia in AI SystemsAi & Society (AS), 2022 Nenad Tomašev J. L. Maynard Iason Gabriel 385 11 0 15 Dec 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 2.3K 19,614 0 16 Feb 2016