Title
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan Fahad Shahbaz Khan Hideki Koike DiffM 42 0 0 14 Aug 2024
Can Large Language Models Reason? A Characterization via 3-SAT Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ELM ReLM LRM 38 4 0 13 Aug 2024
Building Decision Making Models Through Language Model Regime Yu Zhang Haoxiang Liu Feijun Jiang Weihua Luo Kaifu Zhang 51 0 0 12 Aug 2024
Automated Theorem Provers Help Improve Large Language Model Reasoning Lachlan McGinness Peter Baumgartner LRM 38 4 0 07 Aug 2024
On the Generalization of Preference Learning with DPO Shawn Im Yixuan Li 52 1 0 06 Aug 2024
Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations Leo Donisch Sigurd Schacht Carsten Lanquillon 30 2 0 06 Aug 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Aditya Vempaty Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 38 0 0 05 Aug 2024
Spin glass model of in-context learning Yuhao Li Ruoran Bai Haiping Huang LRM 47 0 0 05 Aug 2024
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models Fushuo Huo Wenchao Xu Zhong Zhang Yining Qi Zhicheng Chen Peilin Zhao VLM MLLM 66 19 0 04 Aug 2024
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs Peijie Dong Lujun Li Dayou Du Yuhan Chen Zhenheng Tang ... Wei Xue Wenhan Luo Qi-fei Liu Yi-Ting Guo Xiaowen Chu MQ 50 4 0 03 Aug 2024
IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection Hong Guan Yancheng Wang Lulu Xie Soham Nag Rajeev Goel ... Yingzhen Yang Chaowei Xiao Jonathan Prisby Ross Maciejewski Jia Zou 38 1 0 03 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 Jiayuan Zhu Yunli Qi A. El Abbadi VLM MedIm 42 67 0 01 Aug 2024
Are Bigger Encoders Always Better in Vision Large Models? Bozhou Li Hao Liang Zimo Meng Wentao Zhang VLM 40 3 0 01 Aug 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 26 21 0 31 Jul 2024
Entropy, Thermodynamics and the Geometrization of the Language Model Wenzhe Yang 35 1 0 30 Jul 2024
Enabling Contextual Soft Moderation on Social Media through Contrastive Textual Deviation Pujan Paudel Mohammad Hammas Saeed Rebecca Auger Chris Wells Gianluca Stringhini 75 1 0 30 Jul 2024
Cocobo: Exploring Large Language Models as the Engine for End-User Robot Programming Yate Ge Yi Dai Run Shan Kechun Li Yuanda Hu Xiaohua Sun LLMAG 40 3 0 30 Jul 2024
Supertrust: Evolution-based superalignment strategy for safe coexistence James M. Mazzu LLMSV 36 0 0 29 Jul 2024
Emergence in non-neural models: grokking modular arithmetic via average gradient outer product Neil Rohit Mallinar Daniel Beaglehole Libin Zhu Adityanarayanan Radhakrishnan Parthe Pandit Misha Belkin 51 7 0 29 Jul 2024
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective Huu Tan Mai Cuong Xuan Chu Heiko Paulheim 33 6 0 29 Jul 2024
Large Language Models as Co-Pilots for Causal Inference in Medical Studies Ahmed Alaa Rachael V. Phillips Emre Kiciman Laura B. Balzer Mark van der Laan Maya L Petersen CML ELM LM&MA 48 0 0 26 Jul 2024
Advancing Neural Network Performance through Emergence-Promoting Initialization Scheme Johnny Jingze Li V. George Gabriel A. Silva ODL 44 0 0 26 Jul 2024
Combining Cognitive and Generative AI for Self-explanation in Interactive AI Agents Shalini Sushri Rahul K. Dass Rhea Basappa Hong Lu Ashok K. Goel 24 1 0 25 Jul 2024
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance Ao Shen Qiang Wang Zhiquan Lai Xionglve Li Dongsheng Li ALM MQ 32 1 0 24 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 58 1 0 23 Jul 2024
DDK: Distilling Domain Knowledge for Efficient Large Language Models Jiaheng Liu Chenchen Zhang Jinyang Guo Yuanxing Zhang Haoran Que ... Congnan Liu Wenbo Su Jiamang Wang Lin Qu Bo Zheng 45 3 0 23 Jul 2024
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability Zhuoyan Xu Zhenmei Shi Yingyu Liang CoGe LRM 40 27 0 22 Jul 2024
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval Mahesh Kandhare Thibault Gisselbrecht 35 5 0 22 Jul 2024
On the Design and Analysis of LLM-Based Algorithms Yanxi Chen Yaliang Li Bolin Ding Jingren Zhou 48 5 0 20 Jul 2024
The Extrapolation Power of Implicit Models Juliette Decugis Alicia Y. Tsai Max Emerling Ashwin Ganesh L. Ghaoui 34 0 0 19 Jul 2024
LLMs left, right, and center: Assessing GPT's capabilities to label political bias from web domains Raphael Hernandes 21 4 0 19 Jul 2024
Improving Representation of High-frequency Components for Medical Visual Foundation Models Yuetan Chu Yilan Zhang Zhongyi Han Changchun Yang Longxi Zhou Gongning Luo Chao Huang Xin Gao MedIm 47 1 0 19 Jul 2024
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs S. Swetha Jinyu Yang T. Neiman Mamshad Nayeem Rizve Son Tran Benjamin Z. Yao Trishul Chilimbi Mubarak Shah 62 2 0 18 Jul 2024
Realizable $H$ -Consistent and Bayes-Consistent Loss Functions for Learning to Defer Anqi Mao M. Mohri Yutao Zhong 38 8 0 18 Jul 2024
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals Jaden Fiotto-Kaufman Alexander R. Loftus Eric Todd Jannik Brinkmann Caden Juang ... Carla Brodley Arjun Guha Jonathan Bell Byron C. Wallace David Bau 40 2 0 18 Jul 2024
PersLLM: A Personified Training Approach for Large Language Models Zheni Zeng Jiayi Chen Huimin Chen Yukun Yan Yuxuan Chen Zhenghao Liu Zhiyuan Liu Maosong Sun LLMAG 49 2 0 17 Jul 2024
Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models Chen Ju Haicheng Wang Haozhe Cheng Xu Chen Zhonghua Zhai Weilin Huang Jinsong Lan Shuai Xiao Bo Zheng VLM 49 5 0 16 Jul 2024
Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models Jia Zheng Boxi Cao Zhengzhao Ma Ruotong Pan Hongyu Lin Yaojie Lu Xianpei Han Le Sun ALM 36 4 0 16 Jul 2024
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias Waqar Hussain 43 0 0 16 Jul 2024
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses Jing Yao Xiaoyuan Yi Xing Xie ELM ALM 38 7 0 15 Jul 2024
Multi-Granularity Semantic Revision for Large Language Model Distillation Xiaoyu Liu Yun-feng Zhang Wei Li Simiao Li Xu Huang Hanting Chen Yehui Tang Jie Hu Zhiwei Xiong Yunhe Wang 35 1 0 14 Jul 2024
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation Chun-Yi Kuan Chih-Kai Yang Wei-Ping Huang Ke-Han Lu Hung-yi Lee 46 7 0 13 Jul 2024
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding Minghui Wu Chenxu Zhao Anyang Su Donglin Di Tianyu Fu ... Min He Ya Gao Meng Ma Kun Yan Ping Wang 32 0 0 11 Jul 2024
RoboMorph: Evolving Robot Morphology using Large Language Models Kevin Qiu Krzysztof Ciebiera Krzysztof Ciebiera Marek Cygan Marek Cygan Łukasz Kuciński LM&Ro 49 0 0 11 Jul 2024
Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo Florian E. Dorner Moritz Hardt ELM 71 7 1 10 Jul 2024
Learning to Complement and to Defer to Multiple Users Zheng Zhang Wenjie Ai Kevin Wells David Rosewarne Thanh-Toan Do Gustavo Carneiro 53 0 0 09 Jul 2024
Optimal Decision Making Through Scenario Simulations Using Large Language Models Sumedh Rasal E. Hauer 50 1 0 09 Jul 2024
Multimodal Chain-of-Thought Reasoning via ChatGPT to Protect Children from Age-Inappropriate Apps Chuanbo Hu Bin Liu Minglei Yin Yilu Zhou Xin Li LRM 26 4 0 08 Jul 2024
On the Limitations of Compute Thresholds as a Governance Strategy Sara Hooker 58 14 0 08 Jul 2024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey Sibo Yi Yule Liu Zhen Sun Tianshuo Cong Xinlei He Jiaxing Song Ke Xu Qi Li AAML 39 82 0 05 Jul 2024