Title
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision Ruiwen Zhou Yingxuan Yang Kangrui Chen Ying Wen Wenhao Wang Chunling Xi Guoqiang Xu Jiliang Tang Lingjuan Lyu LLMAG 32 8 0 10 Mar 2024
Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models Minjie Zhu Yichen Zhu Xin Liu Ning Liu Zhiyuan Xu Yaxin Peng Chaomin Shen Zhicai Ou Feifei Feng Jian Tang VLM 57 20 0 10 Mar 2024
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations Swapnaja Achintalwar Adriana Alvarado Garcia Ateret Anaby-Tavor Ioana Baldini Sara E. Berger ... Aashka Trivedi Kush R. Varshney Dennis L. Wei Shalisha Witherspooon Marcel Zalmanovici 43 10 0 09 Mar 2024
A Generalized Acquisition Function for Preference-based Reward Learning Evan Ellis Gaurav R. Ghosal Stuart J. Russell Anca Dragan Erdem Biyik 42 2 0 09 Mar 2024
Reverse That Number! Decoding Order Matters in Arithmetic Learning Daniel Zhang-Li Nianyi Lin Jifan Yu Zheyuan Zhang Zijun Yao Xiaokang Zhang Lei Hou Jing Zhang Juanzi Li 37 3 0 09 Mar 2024
$$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting$ $\textbf{S}^2$ IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting Zijie Pan Yushan Jiang Sahil Garg Anderson Schneider Yuriy Nevmyvaka Dongjin Song AI4TS 55 7 0 09 Mar 2024
Are Large Language Models Aligned with People's Social Intuitions for Human-Robot Interactions? Lennart Wachowiak Andrew Coles Oya Celiktutan Gerard Canal 43 0 0 08 Mar 2024
Concept-aware Data Construction Improves In-context Learning of Language Models Michal Štefánik Marek Kadlcík Petr Sojka 54 0 0 08 Mar 2024
Bayesian Preference Elicitation with Language Models Kunal Handa Yarin Gal Ellie Pavlick Noah D. Goodman Jacob Andreas Alex Tamkin Belinda Z. Li 42 12 0 08 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Yijiang Li Sucheng Ren Weipeng Deng Yuzhi Xu Ying Gao Edith C.H. Ngai Haohan Wang OOD 51 1 0 08 Mar 2024
Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought James Chua Edward Rees Hunar Batra Samuel R. Bowman Julian Michael Ethan Perez Miles Turpin LRM 50 13 0 08 Mar 2024
Unfamiliar Finetuning Examples Control How Language Models Hallucinate Katie Kang Eric Wallace Claire Tomlin Aviral Kumar Sergey Levine HILM LRM 49 49 0 08 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Hoang Trung-Dung Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 102 48 0 08 Mar 2024
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering Hongda Sun Yuxuan Liu Chengwei Wu Haiyu Yan Cheng Tai Xin Gao Shuo Shang Rui Yan 36 7 0 08 Mar 2024
Overcoming Reward Overoptimization via Adversarial Policy Optimization with Lightweight Uncertainty Estimation Xiaoying Zhang Jean-François Ton Wei Shen Hongning Wang Yang Liu 39 14 0 08 Mar 2024
On Protecting the Data Privacy of Large Language Models (LLMs): A Survey Biwei Yan Kun Li Minghui Xu Yueyan Dong Yue Zhang Zhaochun Ren Xiuzhen Cheng AILaw PILM 80 78 0 08 Mar 2024
Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis Mu-Hwa Chen Yi Liu Jian Yi Changran Xu Qiuxia Lai Hongliang Wang Tsung-Yi Ho Qiang Xu EGVM 40 7 0 08 Mar 2024
Benchmarking Large Language Models for Molecule Prediction Tasks Zhiqiang Zhong Kuangyu Zhou Davide Mottin 40 8 0 08 Mar 2024
Aligning Large Language Models for Controllable Recommendations Wensheng Lu Jianxun Lian Wei Zhang Guanghua Li Mingyang Zhou Hao Liao Xing Xie ALM 49 15 0 08 Mar 2024
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs Xuhui Zhou Zhe Su Tiwalayo Eisape Hyunwoo J. Kim Maarten Sap 39 38 0 08 Mar 2024
Provable Multi-Party Reinforcement Learning with Diverse Human Feedback Huiying Zhong Zhun Deng Weijie J. Su Zhiwei Steven Wu Linjun Zhang 52 15 0 08 Mar 2024
Automatic and Universal Prompt Injection Attacks against Large Language Models Xiaogeng Liu Zhiyuan Yu Yizhe Zhang Ning Zhang Chaowei Xiao SILM AAML 51 35 0 07 Mar 2024
MEIT: Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation Zhongwei Wan Che Liu Xin Wang Chaofan Tao Hui Shen Zhenwu Peng Jie Fu Rossella Arcucci Huaxiu Yao Mi Zhang 57 7 0 07 Mar 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 62 8 0 07 Mar 2024
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification Ekaterina Fadeeva Aleksandr Rubashevskii Artem Shelmanov Sergey Petrakov Haonan Li ... Gleb Kuzmin Alexander Panchenko Timothy Baldwin Preslav Nakov Maxim Panov HILM 45 42 0 07 Mar 2024
Yi: Open Foundation Models by 01.AI 01. AI Alex Young 01.AI Alex Young Bei Chen Chao Li ... Yue Wang Yuxuan Cai Zhenyu Gu Zhiyuan Liu Zonghong Dai OSLM LRM 150 512 0 07 Mar 2024
Teaching Large Language Models to Reason with Reinforcement Learning Alex Havrilla Yuqing Du Sharath Chandra Raparthy Christoforos Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Sainbayar Sukhbaatar Roberta Raileanu ReLM LRM 39 71 0 07 Mar 2024
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios Qilang Ye Zitong Yu Rui Shao Xinyu Xie Philip Torr Xiaochun Cao MLLM 56 24 0 07 Mar 2024
NLPre: a revised approach towards language-centric benchmarking of Natural Language Preprocessing systems Martyna Wia̧cek Piotr Rybak Lukasz Pszenny Alina Wróblewska 31 1 0 07 Mar 2024
GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability Zihan Luo Xiran Song Hong Huang Jianxun Lian Chenhao Zhang Jinqi Jiang Xing Xie LRM 31 32 0 07 Mar 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset Minjin Kim Minju Kim Hana Kim Beong-woo Kwak Soyeon Chun Hyunseo Kim SeongKu Kang Youngjae Yu Jinyoung Yeo Dongha Lee RALM 31 10 0 07 Mar 2024
Proxy-RLHF: Decoupling Generation and Alignment in Large Language Model with Proxy Yu Zhu Chuxiong Sun Wenfei Yang Wenqiang Wei Simin Niu ... Zhiyu Li Shifeng Zhang Zhiyu Li Jie Hu Mingchuan Yang 42 3 0 07 Mar 2024
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks Linyuan Gong Sida Wang Mostafa Elhoushi Alvin Cheung 32 15 0 07 Mar 2024
Aligners: Decoupling LLMs and Alignment Lilian Ngweta Mayank Agarwal Subha Maity Alex Gittens Yuekai Sun Mikhail Yurochkin 36 1 0 07 Mar 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models Xinpeng Wang Shitong Duan Xiaoyuan Yi Jing Yao Shanlin Zhou Zhihua Wei Peng Zhang Dongkuan Xu Maosong Sun Xing Xie OffRL 50 16 0 07 Mar 2024
Preference optimization of protein language models as a multi-objective binder design paradigm Pouria A. Mistani Venkatesh Mysore 45 6 0 07 Mar 2024
Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule Yi Xiao Xiangxin Zhou Qiang Liu Liang Wang AI4CE 37 3 0 07 Mar 2024
CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning Yanqi Dai Dong Jing Nanyi Fei Zhiwu Lu Nanyi Fei Guoxing Yang Zhiwu Lu 61 3 0 07 Mar 2024
Reconciling Reality through Simulation: A Real-to-Sim-to-Real Approach for Robust Manipulation M. Torné Anthony Simeonov Zechu Li April Chan Tao Chen Abhishek Gupta Pulkit Agrawal 50 58 0 06 Mar 2024
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks Dario Pasquini Martin Strohmeier Carmela Troncoso AAML 48 22 0 06 Mar 2024
Popeye: A Unified Visual-Language Model for Multi-Source Ship Detection from Remote Sensing Imagery Wei Zhang Miaoxin Cai Tong Zhang Guoqiang Lei Zhuang Yin Xuerui Mao 35 7 0 06 Mar 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models Tessa Han Aounon Kumar Chirag Agarwal Himabindu Lakkaraju ELM LM&MA AI4MH 39 5 0 06 Mar 2024
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem Yuhong Sun Zhangyue Yin Qipeng Guo Jiawen Wu Xipeng Qiu Hui Zhao 41 14 0 06 Mar 2024
Towards Efficient and Effective Unlearning of Large Language Models for Recommendation Hangyu Wang Jianghao Lin Bo Chen Yang Yang Ruiming Tang Weinan Zhang Yong Yu MU 39 10 0 06 Mar 2024
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations Max Lamparth Anthony Corso Jacob Ganz O. Mastro Jacquelyn G. Schneider Harold Trinkunas 54 7 0 06 Mar 2024
"It's the only thing I can trust": Envisioning Large Language Model Use by Autistic Workers for Communication Assistance JiWoong Jang Sanika Moharana Patrick Carrington Andrew Begel 22 26 0 05 Mar 2024
AI Insights: A Case Study on Utilizing ChatGPT Intelligence for Research Paper Analysis Anjalee de Silva Janaka Wijekoon Rashini K. Liyanarachchi Rrubaa Panchendrarajan Weranga Rajapaksha LM&MA 17 3 0 05 Mar 2024
Should We Fear Large Language Models? A Structural Analysis of the Human Reasoning System for Elucidating LLM Capabilities and Risks Through the Lens of Heidegger's Philosophy Jianqiiu Zhang ELM 40 1 0 05 Mar 2024
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning Nathaniel Li Alexander Pan Anjali Gopal Summer Yue Daniel Berrios ... Yan Shoshitaishvili Jimmy Ba K. Esvelt Alexandr Wang Dan Hendrycks ELM 59 147 0 05 Mar 2024
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets Hossein Aboutalebi Hwanjun Song Yusheng Xie Arshit Gupta Justin Sun Hang Su Igor Shalyminov Nikolaos Pappas Siffi Singh Saab Mansour DiffM EGVM 48 4 0 05 Mar 2024