Title
The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting Shuzhang Cai Twumasi Mensah-Boateng Xander Kuksov Jing Yuan Shaojie Tang 31 0 0 23 Dec 2024
Conceptual In-Context Learning and Chain of Concepts: Solving Complex Conceptual Problems Using Large Language Models Nishtha N. Vaidya Thomas Runkler Thomas Hubauer Veronika Haderlein-Hoegberg Maja Mlicic Brandt LRM 80 0 0 19 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 120 9 0 19 Dec 2024
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces Jihan Yang Shusheng Yang Anjali W. Gupta Rilyn Han Li Fei-Fei Saining Xie LRM 121 51 0 18 Dec 2024
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 83 7 0 17 Dec 2024
Refining Answer Distributions for Improved Large Language Model Reasoning Soumyasundar Pal Didier Chetelat Yingxue Zhang Mark Coates ReLM LRM 81 0 0 17 Dec 2024
RL-LLM-DT: An Automatic Decision Tree Generation Method Based on RL Evaluation and LLM Enhancement Junjie Lin Jian Zhao Lin Liu Yue Deng Youpeng Zhao Lanxiao Huang Xia Lin Wengang Zhou Yiming Li 74 0 0 16 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 73 0 0 09 Dec 2024
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice A. Feder Cooper Christopher A. Choquette-Choo Miranda Bogen Matthew Jagielski Katja Filippova ... Abigail Z. Jacobs Andreas Terzis Hanna M. Wallach Nicolas Papernot Katherine Lee AILaw MU 93 10 0 09 Dec 2024
Detecting Discrepancies Between AI-Generated and Natural Images Using Uncertainty Jun Nie Yonggang Zhang Tongliang Liu Y. Cheung Bo Han Xinmei Tian UQCV 95 0 0 08 Dec 2024
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models Haizhou Shi Yibin Wang Ligong Han H. M. Zhang Hao Wang UQCV 83 0 0 07 Dec 2024
Theoretical limitations of multi-layer Transformer Lijie Chen Binghui Peng Hongxun Wu AI4CE 72 6 0 04 Dec 2024
Turing Representational Similarity Analysis (RSA): A Flexible Method for Measuring Alignment Between Human and Artificial Intelligence Mattson Ogg Ritwik Bose Jamie Scharf Christopher Ratto Michael Wolmetz 91 2 0 30 Nov 2024
SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters Jianping Jiang Weiye Xiao Zhengyu Lin H. Zhang Tianxiang Ren Yang Gao Zhiqian Lin Zhongang Cai Lei Yang Ziwei Liu 86 3 0 29 Nov 2024
Scaling Particle Collision Data Analysis Hengkui Wu Panpan Chi Yongfeng Zhu Liujiang Liu Shuyang Hu ... Yingsi Xin Bruce Liu Dahao Liang Xiaojun Jia Manqi Ruan 79 0 0 28 Nov 2024
SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing Rong-Cheng Tu Wenhao Sun Zhao Jin Jingyi Liao Jiaxing Huang Dacheng Tao VGen DiffM 97 3 0 28 Nov 2024
Challenges in Human-Agent Communication Gagan Bansal J. W. Vaughan Saleema Amershi Eric Horvitz Adam Fourney Hussein Mozannar Victor C. Dibia Daniel S. Weld LLMAG AAML AI4CE 83 4 0 28 Nov 2024
Neutralizing Backdoors through Information Conflicts for Large Language Models Chen Chen Yuchen Sun Xueluan Gong Jiaxin Gao K. Lam KELM AAML 77 0 0 27 Nov 2024
ELEMENTAL: Interactive Learning from Demonstrations and Vision-Language Models for Reward Design in Robotics Letian Chen Nina Moorman Matthew C. Gombolay OffRL LM&Ro 90 0 0 27 Nov 2024
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation Harsh Singh Rocktim Jyoti Das Mingfei Han Preslav Nakov Ivan Laptev LM&Ro LLMAG 76 2 0 26 Nov 2024
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain Hangyul Yoon Doohyuk Jang JungEun Kim Eunho Yang VLM MedIm 72 1 0 25 Nov 2024
Predicting Emergent Capabilities by Finetuning Charlie Snell Eric Wallace Dan Klein Sergey Levine ELM LRM 79 5 0 25 Nov 2024
Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models Olivia Ma Jonathan Passerat-Palmbach Dmitrii Usynin 77 0 0 24 Nov 2024
Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering Tanghaoran Zhang Yue Yu Xinjun Mao Shangwen Wang Kang Yang Yao Lu Zhang Zhang Yuxin Zhao 73 1 0 23 Nov 2024
Combining Autoregressive and Autoencoder Language Models for Text Classification João Gonçalves 75 0 0 20 Nov 2024
Evaluating LLMs Capabilities Towards Understanding Social Dynamics Anique Tahir Lu Cheng Manuel Sandoval Yasin N. Silva Deborah L. Hall Huan Liu 67 0 0 20 Nov 2024
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 113 10 0 20 Nov 2024
Declare and Justify: Explicit assumptions in AI evaluations are necessary for effective regulation Peter Barnett Lisa Thiergart ELM 69 2 0 19 Nov 2024
MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis Yingjie Zhou Zicheng Zhang Jiezhang Cao Jun Jia Yanwei Jiang Farong Wen Xiaohong Liu Xiongkuo Min Guangtao Zhai 53 4 0 18 Nov 2024
IntentGPT: Few-shot Intent Discovery with Large Language Models Juan A. Rodriguez Nicholas Botzer David Vazquez Christopher Pal M. Pedersoli I. Laradji VLM 68 3 0 16 Nov 2024
SmartInv: Multimodal Learning for Smart Contract Invariant Inference Sally Junsong Wang Kexin Pei Junfeng Yang 61 12 0 14 Nov 2024
Computational metaoptics for imaging Charles Roques-Carmes Kai Wang Yanting Yang A. Majumdar Zin Lin 24 1 0 14 Nov 2024
SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs Ruben Härle Felix Friedrich Manuel Brack Bjorn Deiseroth P. Schramowski Kristian Kersting 33 0 0 11 Nov 2024
WDMoE: Wireless Distributed Mixture of Experts for Large Language Models Nan Xue Yaping Sun Zhiyong Chen Meixia Tao Xiaodong Xu Liang Qian Shuguang Cui Wenjun Zhang Ping Zhang MoE 34 0 0 11 Nov 2024
Model Editing for LLMs4Code: How Far are We? Xiaopeng Li Shangwen Wang Shasha Li Jun Ma Jie Yu Xiaodong Liu Jing Wang Bin Ji Weimin Zhang KELM 44 2 0 11 Nov 2024
Quantifying artificial intelligence through algebraic generalization Takuya Ito Murray Campbell L. Horesh Tim Klinger Parikshit Ram ELM 51 0 0 08 Nov 2024
Scaling Laws for Precision Tanishq Kumar Zachary Ankner Benjamin Spector Blake Bordelon Niklas Muennighoff Mansheej Paul C. Pehlevan Christopher Ré Aditi Raghunathan AIFin MoMe 46 13 0 07 Nov 2024
Interactions Across Blocks in Post-Training Quantization of Large Language Models Khasmamad Shabanovi Lukas Wiest Vladimir Golkov Daniel Cremers Thomas Pfeil MQ 33 1 0 06 Nov 2024
TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos Leonardo Plini Luca Scofano Edoardo De Matteis Guido Maria DÁmely di Melendugno Alessandro Flaborea Andrea Sanchietti G. Farinella Fabio Galasso Antonino Furnari EgoV LRM 48 1 0 04 Nov 2024
Thinking Forward and Backward: Effective Backward Planning with Large Language Models Allen Z. Ren Brian Ichter Anirudha Majumdar LLMAG LRM 33 0 0 04 Nov 2024
A Practical and Privacy-Preserving Framework for Real-World Large Language Model Services Yu Mao Xueping Liao Wei Liu Anjia Yang 31 0 0 03 Nov 2024
Transfer Learning for Finetuning Large Language Models Tobias Strangmann Lennart Purucker Jörg Franke Ivo Rapant Fabio Ferreira Frank Hutter 49 0 0 02 Nov 2024
Can LLMs make trade-offs involving stipulated pain and pleasure states? Geoff Keeling Winnie Street Martyna Stachaczyk Daria Zakharova Iulia M. Comsa Anastasiya Sakovych Isabella Logothesis Zejia Zhang Blaise Agüera y Arcas Jonathan Birch 35 3 0 01 Nov 2024
Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration Yanchu Guan Dong Wang Yunhong Wang Haiqing Wang Renen Sun Chenyi Zhuang Jinjie Gu Zhixuan Chu LM&Ro LLMAG 33 0 0 30 Oct 2024
Towards evaluations-based safety cases for AI scheming Mikita Balesni Marius Hobbhahn David Lindner Alexander Meinke Tomek Korbak ... Dan Braun Bilal Chughtai Owain Evans Daniel Kokotajlo Lucius Bushnaq ELM 47 9 0 29 Oct 2024
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization Wanhua Li Zibin Meng Jiawei Zhou D. Wei Chuang Gan Hanspeter Pfister LRM VLM 29 5 0 28 Oct 2024
Belief in the Machine: Investigating Epistemological Blind Spots of Language Models Mirac Suzgun Tayfun Gur Federico Bianchi Daniel E. Ho Thomas F. Icard Dan Jurafsky James Zou 31 1 0 28 Oct 2024
Causal Interventions on Causal Paths: Mapping GPT-2's Reasoning From Syntax to Semantics Isabelle G. Lee Joshua Lum Ziyi Liu Dani Yogatama LRM 24 0 0 28 Oct 2024
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration L. Qin Qiguang Chen Hao Fei Zhi Chen Min Li Wanxiang Che 41 5 0 27 Oct 2024
Fine-Tuning and Evaluating Open-Source Large Language Models for the Army Domain Daniel C. Ruiz John Sell 11 1 0 27 Oct 2024