Title
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups Simindokht Jahangard Zhixi Cai Shiki Wen Hamid Rezatofighi 56 6 0 06 Apr 2024
Binary Classifier Optimization for Large Language Model Alignment Seungjae Jung Gunsoo Han D. W. Nam Kyoung-Woon On 82 25 0 06 Apr 2024
Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators Yann Dubois Balázs Galambosi Percy Liang Tatsunori Hashimoto ALM 179 403 0 06 Apr 2024
Bayesian Additive Regression Networks D. V. Boxel UQCV BDL 82 0 0 05 Apr 2024
Prompt Public Large Language Models to Synthesize Data for Private On-device Applications Shanshan Wu Zheng Xu Yanxiang Zhang Yuanbo Zhang Daniel Ramage SyDa 88 12 0 05 Apr 2024
Pixel-wise RL on Diffusion Models: Reinforcement Learning from Rich Feedback Mo Kordzanganeh Danial Keshvary Nariman Arian EGVM 52 0 0 05 Apr 2024
Scope Ambiguities in Large Language Models Gaurav Kamath Sebastian Schuster Sowmya Vajjala Siva Reddy 69 6 0 05 Apr 2024
Social Skill Training with Large Language Models Diyi Yang Caleb Ziems William B. Held Omar Shaikh Michael S. Bernstein John C. Mitchell LLMAG 80 11 0 05 Apr 2024
Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation Xinyu Ma Xu Chu Zhibang Yang Yang Lin Xin Gao Junfeng Zhao 96 10 0 05 Apr 2024
ROPO: Robust Preference Optimization for Large Language Models Xize Liang Chao Chen Shuang Qiu Jie Wang Yue-bo Wu Zhihang Fu Zhihao Shi Feng Wu Jieping Ye 86 3 0 05 Apr 2024
Dynamic Prompt Optimizing for Text-to-Image Generation Wenyi Mo Tianyu Zhang Yalong Bai Fuchun Sun Ji-Rong Wen Qing Yang 86 13 0 05 Apr 2024
Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer Hele-Andra Kuulmets Taido Purason Agnes Luhtaru Mark Fishel 78 19 0 05 Apr 2024
Can only LLMs do Reasoning?: Potential of Small Language Models in Task Planning Gawon Choi Hyemin Ahn LM&Ro LRM 59 1 0 05 Apr 2024
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data Jingyu Zhang Marc Marone Tianjian Li Benjamin Van Durme Daniel Khashabi 195 9 0 05 Apr 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues Makesh Narsimhan Sreedhar Traian Rebedea Shaona Ghosh Jiaqi Zeng Christopher Parisien ALM 103 6 0 04 Apr 2024
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences Corby Rosset Ching-An Cheng Arindam Mitra Michael Santacroce Ahmed Hassan Awadallah Tengyang Xie 209 132 0 04 Apr 2024
Evaluating LLMs at Detecting Errors in LLM Responses Ryo Kamoi Sarkar Snigdha Sarathi Das Renze Lou Jihyun Janice Ahn Yilun Zhao ... Salika Dave Shaobo Qin Arman Cohan Wenpeng Yin Rui Zhang 86 25 0 04 Apr 2024
Intent Detection and Entity Extraction from BioMedical Literature Ankan Mullick Mukur Gupta Pawan Goyal MedIm 80 2 0 04 Apr 2024
ReFT: Representation Finetuning for Language Models Zhengxuan Wu Aryaman Arora Zheng Wang Atticus Geiger Daniel Jurafsky Christopher D. Manning Christopher Potts OffRL 122 72 0 04 Apr 2024
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithm Miao Lu Han Zhong Tong Zhang Jose H. Blanchet OffRL OOD 107 10 0 04 Apr 2024
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models Yantao Liu Zijun Yao Xin Lv Yuchen Fan S. Cao Jifan Yu Lei Hou Juanzi Li 105 3 0 04 Apr 2024
Personalized LLM Response Generation with Parameterized Memory Injection Kai Zhang Lizhi Qing Yangyang Kang 119 11 0 04 Apr 2024
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions Zhengyuan Liu Stella Xin Yin Carolyn Lee Nancy F. Chen AI4Ed 65 18 0 04 Apr 2024
LongVLM: Efficient Long Video Understanding via Large Language Models Yuetian Weng Mingfei Han Haoyu He Xiaojun Chang Bohan Zhuang VLM 127 65 0 04 Apr 2024
Learning to Plan and Generate Text with Citations Constanza Fierro Reinald Kim Amplayo Fantine Huot Nicola De Cao Joshua Maynez Shashi Narayan Mirella Lapata 82 19 0 04 Apr 2024
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning Joan Giner-Miguelez Abel Gómez Jordi Cabot LLMAG 85 4 0 04 Apr 2024
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? Siye Wu Jian Xie Jiangjie Chen Tinghui Zhu Kai Zhang Yanghua Xiao KELM 101 23 0 04 Apr 2024
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding Yanda Li Dixuan Wang Jiaqing Liang Guochao Jiang Qi He Yanghua Xiao Deqing Yang LRM ELM 111 7 0 04 Apr 2024
Investigating Regularization of Self-Play Language Models Réda Alami Abdalgader Abubaker Mastane Achab M. Seddik Salem Lahlou 75 3 0 04 Apr 2024
Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation Abhijnan Nath Shadi Manafi Avyakta Chelle Nikhil Krishnaswamy 90 2 0 04 Apr 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers Yuan Wang Xuyang Wu Hsin-Tai Wu Zhiqiang Tao Yi Fang ALM 78 10 0 04 Apr 2024
Uncertainty in Language Models: Assessment through Rank-Calibration Xinmeng Huang Shuo Li Mengxin Yu Matteo Sesia Hamed Hassani Insup Lee Osbert Bastani Yan Sun 97 20 0 04 Apr 2024
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification Ali Pesaranghader Nikhil Verma Manasa Bharadwaj 93 5 0 03 Apr 2024
Generative AI in the Wild: Prospects, Challenges, and Strategies Yuan Sun Eunchae Jang Fenglong Ma Ting Wang 75 28 0 03 Apr 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 127 349 0 03 Apr 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline Yifan Xu Xiao Liu Xinghan Liu Zhenyu Hou Yueyan Li ... Aohan Zeng Zhengxiao Du Wenyi Zhao Jie Tang Yuxiao Dong LRM 103 42 0 03 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 108 100 0 03 Apr 2024
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models Qi Luo Hengxu Yu Xiao Li 92 6 0 03 Apr 2024
Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models Haoran Sun Lixin Liu Junjie Li Fengyu Wang Baohua Dong Ran Lin Ruohui Huang 76 20 0 03 Apr 2024
Evolving Agents: Interactive Simulation of Dynamic and Diverse Human Personalities Jiale Li Jiayang Li Jiahao Chen Yifan Li Shijie Wang Hugo Zhou Minjun Ye Yunsheng Su AI4CE 114 4 0 03 Apr 2024
Calibrating the Confidence of Large Language Models by Eliciting Fidelity Mozhi Zhang Mianqiu Huang Rundong Shi Linsen Guo Chong Peng Peng Yan Yaqian Zhou Xipeng Qiu 86 13 0 03 Apr 2024
Lifelong Event Detection with Embedding Space Separation and Compaction Chengwei Qin Ruirui Chen Ruochen Zhao Wenhan Xia Shafiq Joty KELM CLL 92 2 0 03 Apr 2024
Task Agnostic Architecture for Algorithm Induction via Implicit Composition Sahil J. Sindhi Ignas Budvytis 87 0 0 03 Apr 2024
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data Parth Patwa Simone Filice Zhiyu Zoey Chen Giuseppe Castellucci Oleg Rokhlenko S. Malmasi 75 7 0 03 Apr 2024
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models Fanxu Meng Zhaohui Wang Muhan Zhang VLM 159 104 0 03 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via Corruption Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 101 3 0 02 Apr 2024
Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation Declan Grabb Max Lamparth N. Vasan 91 17 0 02 Apr 2024
HyperCLOVA X Technical Report Kang Min Yoo Jaegeun Han Sookyo In Heewon Jeon Jisu Jeong ... Hyunkyung Noh Se-Eun Choi Sang-Woo Lee Jung Hwa Lim Nako Sung VLM 88 9 0 02 Apr 2024
VLRM: Vision-Language Models act as Reward Models for Image Captioning Maksim Dzabraev Alexander Kunitsyn Andrei Ivaniuta VLM MLLM 73 3 0 02 Apr 2024
Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey Philipp Mondorf Barbara Plank ELM LRM LM&MA 170 52 0 02 Apr 2024