Title
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 47 4 0 03 Apr 2024
Responsible Reporting for Frontier AI Development Noam Kolt Markus Anderljung Joslyn Barnhart Asher Brass K. Esvelt Gillian K. Hadfield Lennart Heim Mikel Rodriguez Jonas B. Sandbrink Thomas Woodside 73 14 0 03 Apr 2024
Auxiliary task demands mask the capabilities of smaller language models Jennifer Hu Michael C. Frank ELM 59 27 0 03 Apr 2024
PREGO: online mistake detection in PRocedural EGOcentric videos Alessandro Flaborea Guido Maria DÁmely di Melendugno Leonardo Plini Luca Scofano Edoardo De Matteis Antonino Furnari G. Farinella Fabio Galasso EgoV 61 11 0 02 Apr 2024
What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks Xingwu Chen Difan Zou ViT 51 13 0 02 Apr 2024
The Fine Line: Navigating Large Language Model Pretraining with Down-streaming Capability Analysis Chen Yang Junzhuo Li Xinyao Niu Xinrun Du Songyang Gao ... Stephen W. Huang Shawn Yue Wenhu Chen Jie Fu Ge Zhang 43 2 0 01 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 58 33 0 01 Apr 2024
Exploring the Mystery of Influential Data for Mathematical Reasoning Xinzhe Ni Yeyun Gong Zhibin Gou Yelong Shen Yujiu Yang Nan Duan Weizhu Chen 47 9 0 01 Apr 2024
Roadside Monocular 3D Detection via 2D Detection Prompting Yechi Ma Shuoquan Wei Churun Zhang Wei Hua Yanan Li Shu Kong 56 0 0 01 Apr 2024
Can LLMs get help from other LLMs without revealing private information? Florian Hartmann D. Tran Peter Kairouz Victor Carbune Blaise Agüera y Arcas 39 6 0 01 Apr 2024
Recover: A Neuro-Symbolic Framework for Failure Detection and Recovery Cristina Cornelio Mohammed Diab OffRL 47 9 0 31 Mar 2024
The Larger the Better? Improved LLM Code-Generation via Budget Reallocation Michael Hassid Tal Remez Jonas Gehring Roy Schwartz Yossi Adi 47 21 0 31 Mar 2024
Learning to Plan for Language Modeling from Unlabeled Data Nathan Cornille Marie-Francine Moens Florian Mai 38 7 0 31 Mar 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner Arnau Ramisa René Vidal M. Sathiamoorthy Atoosa Kasirzadeh Silvia Milano VLM 61 42 0 31 Mar 2024
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Hyunjae Kim Hyeon Hwang Jiwoo Lee Sihyeon Park Dain Kim Taewhoo Lee Chanwoong Yoon Jiwoong Sohn Donghee Choi Jaewoo Kang ELM AI4MH LRM 77 19 0 30 Mar 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 60 52 0 30 Mar 2024
ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction Mingyu Jin Haochen Xue Zhenting Wang Boming Kang Ruosong Ye Kaixiong Zhou Jundong Li Yongfeng Zhang LLMAG 45 11 0 30 Mar 2024
Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World Bowen Lei Dongkuan Xu Ruqi Zhang Bani Mallick UQCV 60 0 0 29 Mar 2024
Regression with Multi-Expert Deferral Anqi Mao M. Mohri Yutao Zhong 45 13 0 28 Mar 2024
Understanding the Learning Dynamics of Alignment with Human Feedback Shawn Im Yixuan Li ALM 51 11 0 27 Mar 2024
Scaling Laws For Dense Retrieval Yan Fang Jingtao Zhan Qingyao Ai Jiaxin Mao Weihang Su Jia Chen Yiqun Liu 140 8 0 27 Mar 2024
The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition Georgios Chochlakis Alexandros Potamianos Kristina Lerman Shrikanth Narayanan 45 7 0 25 Mar 2024
CLHA: A Simple yet Effective Contrastive Learning Framework for Human Alignment Feiteng Fang Liang Zhu Min Yang Xi Feng Jinchang Hou Qixuan Zhao Chengming Li Xiping Hu Ruifeng Xu 34 0 0 25 Mar 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 40 1 0 25 Mar 2024
A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish Masahiro Kaneko Timothy Baldwin PILM 45 3 0 24 Mar 2024
Geotokens and Geotransformers Eren Unlu 31 0 0 23 Mar 2024
Understanding Emergent Abilities of Language Models from the Loss Perspective Zhengxiao Du Aohan Zeng Yuxiao Dong Jie Tang UQCV LRM 73 48 0 23 Mar 2024
Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach Kun Sun Rong Wang Anders Sogaard 42 3 0 22 Mar 2024
AI and Memory Wall A. Gholami Z. Yao Sehoon Kim Coleman Hooper Michael W. Mahoney Kurt Keutzer 29 148 0 21 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 103 2 0 20 Mar 2024
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks Bo-Ru Lu Nikita Haduong Chien-Yu Lin Hao Cheng Noah A. Smith Mari Ostendorf AI4CE 45 0 0 19 Mar 2024
ContextVis: Envision Contextual Learning and Interaction with Generative Models Bo Shui Chufan Shi Yujiu Yang Xiaomei Nie 56 1 0 19 Mar 2024
AffineQuant: Affine Transformation Quantization for Large Language Models Yuexiao Ma Huixia Li Xiawu Zheng Feng Ling Xuefeng Xiao Rui Wang Shilei Wen Rongrong Ji Rongrong Ji MQ 43 20 0 19 Mar 2024
Can AI Outperform Human Experts in Creating Social Media Creatives? Eunkyung Park Raymond K. Wong Junbum Kwon 46 0 0 19 Mar 2024
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression Junyuan Hong Jinhao Duan Chenhui Zhang Zhangheng Li Chulin Xie ... B. Kailkhura Dan Hendrycks Dawn Song Zhangyang Wang Yue Liu 41 25 0 18 Mar 2024
GAgent: An Adaptive Rigid-Soft Gripping Agent with Vision Language Models for Complex Lighting Environments Zhuowei Li Miao Zhang Xiaotian Lin Meng Yin Shuai Lu Xueqian Wang 50 6 0 16 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 60 121 0 14 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training Yanlai Yang Matt Jones Michael C. Mozer Mengye Ren 73 1 0 14 Mar 2024
Enhancing Trust in Autonomous Agents: An Architecture for Accountability and Explainability through Blockchain and Large Language Models Laura Fernández-Becerra Miguel Ángel González Santamarta Ángel Manuel Guerrero Higueras Francisco J. Rodríguez-Lera Vicente Matellán Olivera 41 0 0 14 Mar 2024
How do Machine Learning Projects use Continuous Integration Practices? An Empirical Study on GitHub Actions Joao Helis Bernardo Daniel Alencar Da Costa Sérgio Queiroz de Medeiros U. Kulesza 23 3 0 14 Mar 2024
The Garden of Forking Paths: Observing Dynamic Parameters Distribution in Large Language Models Carlo Nicolini Jacopo Staiano Bruno Lepri Raffaele Marino MoE 39 1 0 13 Mar 2024
Language models scale reliably with over-training and on downstream tasks S. Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman ... Y. Carmon Achal Dave Reinhard Heckel Niklas Muennighoff Ludwig Schmidt ALM ELM LRM 114 42 0 13 Mar 2024
TINA: Think, Interaction, and Action Framework for Zero-Shot Vision Language Navigation Dingbang Li Wenzhou Chen Xin Lin LLMAG LM&Ro 52 4 0 13 Mar 2024
WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? Alexandre Drouin Maxime Gasse Massimo Caccia I. Laradji Manuel Del Verme ... Megh Thakkar Quentin Cappart David Vazquez Nicolas Chapados Alexandre Lacoste LLMAG 51 55 0 12 Mar 2024
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction Dong Shu Tianle Chen Mingyu Jin Chong Zhang Jundong Li Yongfeng Zhang 42 29 0 12 Mar 2024
QuantTune: Optimizing Model Quantization with Adaptive Outlier-Driven Fine Tuning Jiun-Man Chen Yu-Hsuan Chao Yu-Jie Wang Ming-Der Shieh Chih-Chung Hsu Wei-Fen Lin MQ 60 1 0 11 Mar 2024
GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM Hao Kang Qingru Zhang Souvik Kundu Geonhwa Jeong Zaoxing Liu Tushar Krishna Tuo Zhao MQ 49 82 0 08 Mar 2024
Debiasing Multimodal Large Language Models Yi-Fan Zhang Weichen Yu Qingsong Wen Xue Wang Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan 58 4 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
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