Title
BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving Teng Wang Wing-Yin Yu Zhenqi He Zehua Liu Xiongwei Han ... Han Wu Wei Shi Ruifeng She Fangzhou Zhu Tao Zhong AIMat OffRL LRM 177 3 0 26 Nov 2024
Dynamic Self-Distillation via Previous Mini-batches for Fine-tuning Small Language Models Y. Fu Yin Yu Xiaotian Han Runchao Li Xianxuan Long Haotian Yu Pan Li SyDa 164 0 0 25 Nov 2024
Towards Agentic Schema Refinement Agapi Rissaki Ilias Fountalis N. Vasiloglou Wolfgang Gatterbauer 69 0 0 25 Nov 2024
Generating Out-Of-Distribution Scenarios Using Language Models Erfan Aasi Phat Nguyen Shiva Sreeram Guy Rosman S. Karaman Daniela Rus OODD 154 5 0 25 Nov 2024
Context Awareness Gate For Retrieval Augmented Generation Mohammad Hassan Heydari Arshia Hemmat Erfan Naman Afsaneh Fatemi RALM 114 2 0 25 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 115 1 0 25 Nov 2024
LLM Augmentations to support Analytical Reasoning over Multiple Documents Raquib Bin Yousuf Nicholas Defelice Mandar Sharma Shengzhe Xu Naren Ramakrishnan 89 2 0 25 Nov 2024
BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching Yilong Zhao Shuo Yang Kan Zhu Lianmin Zheng Baris Kasikci Yang Zhou Jiarong Xing Ion Stoica 230 7 0 25 Nov 2024
Language Driven Occupancy Prediction Zhu Yu Bowen Pang Lizhe Liu Runmin Zhang Qihao Peng Maochun Luo Sheng Yang Mingxia Chen Si-Yuan Cao Hui-Liang Shen 136 3 0 25 Nov 2024
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration Haozhan Shen Kangjia Zhao Tiancheng Zhao Ruochen Xu Zilun Zhang Mingwei Zhu Yuxiang Cai 147 8 0 25 Nov 2024
Predicting Emergent Capabilities by Finetuning Charlie Snell Eric Wallace Dan Klein Sergey Levine ELM LRM 142 6 0 25 Nov 2024
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Amy Xin Jinxin Liu Zijun Yao Zhicheng Li S. Cao Lei Hou Juanzi Li LRM 187 2 0 25 Nov 2024
Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures Fu-Chieh Chang Pei-Yuan Wu Pei-Yuan Wu LRM 189 1 0 25 Nov 2024
Can a Large Language Model Learn Matrix Functions In Context? Paimon Goulart Evangelos E. Papalexakis 146 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 83 1 0 23 Nov 2024
GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers Éloi Zablocki Valentin Gerard Amaia Cardiel Eric Gaussier Matthieu Cord Eduardo Valle 147 0 0 23 Nov 2024
GOT4Rec: Graph of Thoughts for Sequential Recommendation Zewen Long Liang Wang Shu Wu Qiang Liu Liang Wang 187 1 0 22 Nov 2024
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Yaqi Wang Haipei Xu LLMAG 107 0 0 21 Nov 2024
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions Yu Zhao Huifeng Yin Bo Zeng Hao Wang Tianqi Shi Chenyang Lyu Longyue Wang Weihua Luo Kaifu Zhang ReLM LRM AI4CE 153 84 0 21 Nov 2024
StackEval: Benchmarking LLMs in Coding Assistance Nidhish Shah Zulkuf Genc Dogu Araci ELM 81 1 0 21 Nov 2024
Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis Adithya Ganesan Vasudha Varadarajan Yash Kumar Lal Veerle C. Eijsbroek Katarina Kjell ... Elizabeth C. Stade J. Eichstaedt Ryan L. Boyd H. Andrew Schwartz Lucie Flek AI4MH 107 0 0 21 Nov 2024
Planning-Driven Programming: A Large Language Model Programming Workflow Chao Lei Yanchuan Chang Nir Lipovetzky Krista A. Ehinger 199 6 0 21 Nov 2024
Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework Mengshuo Jia Zeyu Cui Gabriela Hug 152 1 0 21 Nov 2024
Schemato - An LLM for Netlist-to-Schematic Conversion Ryoga Matsuo Stefan Uhlich Arun Venkitaraman Andrea Bonetti Chia-Yu Hsieh Ali Momeni Lukas Mauch Augusto Capone Eisaku Ohbuchi Lorenzo Servadei 129 1 0 21 Nov 2024
When IoT Meet LLMs: Applications and Challenges İbrahim Kök Orhan Demirci S. Özdemir 129 5 0 20 Nov 2024
Metacognition for Unknown Situations and Environments (MUSE) Rodolfo Valiente Praveen K. Pilly 126 1 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 106 0 0 20 Nov 2024
On the Consistency of Video Large Language Models in Temporal Comprehension Minjoon Jung Junbin Xiao Byoung-Tak Zhang Angela Yao 176 2 0 20 Nov 2024
Teaching VLMs to Localize Specific Objects from In-context Examples Sivan Doveh Nimrod Shabtay Wei Lin Eli Schwartz Hilde Kuehne ... Leonid Karlinsky James Glass Assaf Arbelle S. Ullman Muhammad Jehanzeb Mirza VLM 187 1 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 204 22 0 20 Nov 2024
Unlocking Historical Clinical Trial Data with ALIGN: A Compositional Large Language Model System for Medical Coding Nabeel Seedat Caterina Tozzi Andrea Hita Ardiaca Mihaela van der Schaar James Weatherall Adam Taylor 506 0 0 20 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 140 2 0 19 Nov 2024
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data Mohammad Loni Fatemeh Poursalim Mehdi Asadi Arash Gharehbaghi SyDa 110 2 0 19 Nov 2024
SignEye: Traffic Sign Interpretation from Vehicle First-Person View Chuang Yang Xu Han T. Han Yuejiao Su Junyu Gao Hongyuan Zhang Yi Wang Lap-Pui Chau 113 2 0 18 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 168 5 0 18 Nov 2024
AtomThink: A Slow Thinking Framework for Multimodal Mathematical Reasoning Kun Xiang Zhili Liu Zihao Jiang Yunshuang Nie Runhui Huang ... Yihan Zeng Jiawei Han Lanqing Hong Hang Xu Xiaodan Liang LRM 224 17 0 18 Nov 2024
GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts Junwen He Yifan Wang Lijun Wang Huchuan Lu Jun-Yan He Chong Li Hanyuan Chen Jin-Peng Lan Bin Luo Yifeng Geng 104 1 0 18 Nov 2024
ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification Son T. Luu Hiep Nguyen Trung Vo Le-Minh Nguyen 85 0 0 18 Nov 2024
Can Generic LLMs Help Analyze Child-adult Interactions Involving Children with Autism in Clinical Observation? Tiantian Feng Anfeng Xu Rimita Lahiri Helen Tager-Flusberg So Hyun Kim Somer Bishop C. Lord Shrikanth Narayanan LM&MA 59 2 0 16 Nov 2024
Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination Haojie Zheng Tianyang Xu Hanchi Sun Shu Pu Ruoxi Chen Lichao Sun MLLM LRM 121 10 0 15 Nov 2024
Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations Jianfeng Chi Ujjwal Karn Hongyuan Zhan Eric Michael Smith Javier Rando Yiming Zhang Kate Plawiak Zacharie Delpierre Coudert Kartikeya Upasani Mahesh Pasupuleti MLLM 3DH 124 32 0 15 Nov 2024
Visual-Linguistic Agent: Towards Collaborative Contextual Object Reasoning Jingru Yang Huan Yu Yang Jingxin C. Xu Yin Biao Yu Sun Shengfeng He 53 1 0 15 Nov 2024
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems Taaha Kazi Ruiliang Lyu Sizhe Zhou Dilek Hakkani-Tur Gokhan Tur ELM LLMAG 68 2 0 15 Nov 2024
Software Performance Engineering for Foundation Model-Powered Software (FMware) Haoxiang Zhang Shi Chang Arthur Leung Kishanthan Thangarajah Boyuan Chen Hanan Lutfiyya Ahmed E. Hassan 273 1 0 14 Nov 2024
SmartInv: Multimodal Learning for Smart Contract Invariant Inference Sally Junsong Wang Kexin Pei Junfeng Yang 96 14 0 14 Nov 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 92 6 0 13 Nov 2024
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle Hui Dai Ryan Teehan Mengye Ren KELM ELM AIFin 39 1 0 13 Nov 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 117 2 0 13 Nov 2024
Open-World Task and Motion Planning via Vision-Language Model Inferred Constraints Nishanth Kumar F. Ramos Dieter Fox Caelan Reed Garrett Tomás Lozano-Pérez Leslie Pack Kaelbling Caelan Reed Garrett LRM LM&Ro 144 5 0 13 Nov 2024
A Social Outcomes and Priorities centered (SOP) Framework for AI policy Mohak Shah 57 0 0 12 Nov 2024