Title
TableMaster: A Recipe to Advance Table Understanding with Language Models Lang Cao Hanbing Liu LMTD RALM 217 0 1 31 Jan 2025
Improving Rule-based Reasoning in LLMs via Neurosymbolic Representations Varun Dhanraj Chris Eliasmith LRM 52 0 0 31 Jan 2025
Mobile Robot Navigation Using Hand-Drawn Maps: A Vision Language Model Approach A. H. Tan Angus Fung Haitong Wang G. Nejat 91 2 0 31 Jan 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun-Xiong Xia Tianyi Wu Zhiwei Xue Y. Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 131 14 0 30 Jan 2025
CueTip: An Interactive and Explainable Physics-aware Pool Assistant Sean Memery Kevin Denamganai Jiaxin Zhang Zehai Tu Yiwen Guo Kartic Subr LRM 42 0 0 30 Jan 2025
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization Zishun Yu Tengyu Xu Di Jin Karthik Abinav Sankararaman Yun He ... Eryk Helenowski Chen Zhu Sinong Wang Hao Ma Han Fang LRM 54 4 0 29 Jan 2025
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training Tianzhe Chu Yuexiang Zhai Jihan Yang Shengbang Tong Saining Xie Dale Schuurmans Quoc V. Le Sergey Levine Yi Ma OffRL 70 58 0 28 Jan 2025
Irony Detection, Reasoning and Understanding in Zero-shot Learning Peiling Yi Yuhan Xia 54 0 0 28 Jan 2025
MACI: Multi-Agent Collaborative Intelligence for Adaptive Reasoning and Temporal Planning Edward Y. Chang LLMAG 83 1 0 28 Jan 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval Changhun Lee Jun-gyu Jin Younghyun Cho Eunhyeok Park LRM 56 0 0 28 Jan 2025
How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback Manzong Huang Chenyang Bu Yi He Xindong Wu 65 0 0 28 Jan 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 82 6 0 28 Jan 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 94 16 0 28 Jan 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 49 0 0 28 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 154 0 28 Jan 2025
DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data Ke-Han Lu Zhehuai Chen Szu-Wei Fu Chao-Han Huck Yang Jagadeesh Balam Boris Ginsburg Yu-Te Wang Hung-yi Lee AuLLM SyDa 113 5 0 28 Jan 2025
On The Truthfulness of 'Surprisingly Likely' Responses of Large Language Models Naman Goel HILM 57 0 0 28 Jan 2025
Benchmarking and Defending Against Indirect Prompt Injection Attacks on Large Language Models Jingwei Yi Yueqi Xie Bin Zhu Emre Kiciman Guangzhong Sun Xing Xie Fangzhao Wu AAML 59 65 0 28 Jan 2025
Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma Richard Willis Yali Du Joel Z Leibo Michael Luck 61 1 0 28 Jan 2025
Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models Huayu Li Xiwen Chen C. Zhang S. Quan William D.S. Killgore Shu-Fen Wung Chen X. Chen Geng Yuan Jin Lu Ao Li 40 0 0 28 Jan 2025
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models Samira Abnar Harshay Shah Dan Busbridge Alaaeldin Mohamed Elnouby Ali J. Susskind Vimal Thilak MoE LRM 39 5 0 28 Jan 2025
Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models Patrick Y. Wu Jonathan Nagler Joshua A. Tucker Solomon Messing LRM 51 2 0 28 Jan 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 86 6 0 24 Jan 2025
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback Joshua Park Yongfeng Zhang LLMAG LM&Ro 95 1 0 23 Jan 2025
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Moreno La Quatra Valerio Mario Salerno Yu Tsao Sabato Marco Siniscalchi 94 0 0 22 Jan 2025
OnionEval: An Unified Evaluation of Fact-conflicting Hallucination for Small-Large Language Models Chongren Sun Y. Li Di Wu Benoit Boulet HILM LRM 88 1 0 22 Jan 2025
Combining Knowledge Graph and LLMs for Enhanced Zero-shot Visual Question Answering Qian Tao Xiaoyang Fan Yong Xu Xingquan Zhu Yufei Tang 47 0 0 22 Jan 2025
O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning Haotian Luo Li Shen Haiying He Yishuo Wang Shiwei Liu Wei Li Naiqiang Tan Xiaochun Cao Dacheng Tao VLM LRM 92 41 0 22 Jan 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs Kimi Team Angang Du Bofei Gao Bowei Xing Changjiu Jiang ... Zhilin Yang Zhiqi Huang Zihao Huang Ziyao Xu Z. Yang VLM ALM OffRL AI4TS LRM 106 141 0 22 Jan 2025
Evaluating Efficiency and Engagement in Scripted and LLM-Enhanced Human-Robot Interactions Tim Schreiter Jens Ruppel Rishi Hazra Andrey Rudenko Martin Magnusson A. Lilienthal 39 1 0 21 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 64 2 0 20 Jan 2025
PlotEdit: Natural Language-Driven Accessible Chart Editing in PDFs via Multimodal LLM Agents Kanika Goswami Puneet Mathur Ryan Rossi Franck Dernoncourt 34 0 0 20 Jan 2025
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models Qiming Bao Juho Leinonen A. Peng Wanjun Zhong Gael Gendron Tim Pistotti Alice Huang Paul Denny Michael Witbrock J. Liu AI4Ed LRM 175 1 0 20 Jan 2025
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models Junyu Chen Han Cai Junsong Chen E. Xie Shang Yang Haotian Tang Muyang Li Yaojie Lu Song Han DiffM 69 36 0 20 Jan 2025
Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning Qiming Bao Gael Gendron A. Peng Wanjun Zhong N. Tan Yang Chen Michael Witbrock Jiaheng Liu LRM ELM 68 2 0 20 Jan 2025
Clinical trial cohort selection using Large Language Models on n2c2 Challenges Chi-en Amy Tai Xavier Tannier LM&MA 64 0 0 19 Jan 2025
Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces Amirreza Payandeh Daeun Song Mohammad Nazeri Jing Liang Praneel Mukherjee Amir Hossain Raj Yangzhe Kong Dinesh Manocha Xuesu Xiao LM&Ro LRM 72 5 0 17 Jan 2025
Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework Yushen Lin Ruichen Zhang Wenqi Huang Kaidi Wang Z. Ding Daniel K. C. So Dusit Niyato 59 0 0 17 Jan 2025
DriveLM: Driving with Graph Visual Question Answering Chonghao Sima Katrin Renz Kashyap Chitta L. Chen Hanxue Zhang Chengen Xie Jens Beißwenger Ping Luo Andreas Geiger Hongyang Li 105 162 0 17 Jan 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 95 0 0 17 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 82 19 0 17 Jan 2025
Agent-Centric Projection of Prompting Techniques and Implications for Synthetic Training Data for Large Language Models Dhruv Dhamani Mary Lou Maher LLMAG 61 0 0 14 Jan 2025
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model Z. Ma Zhuo Chen Yixuan Wang Eng Siong Chng Xie Chen AuLLM LRM 62 9 0 13 Jan 2025
LLMs Model Non-WEIRD Populations: Experiments with Synthetic Cultural Agents Augusto Gonzalez-Bonorino Monica Capra Emilio Pantoja 35 2 0 12 Jan 2025
TAPO: Task-Referenced Adaptation for Prompt Optimization Wenxin Luo Luu Anh Tuan Xiaopeng Li Weibo Zhou Pengyue Jia Xiangyu Zhao 47 0 0 12 Jan 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning Xiangru Tang Tianyu Hu Muyang Ye Yanjun Shao Xunjian Yin ... Pan Lu Zhuosheng Zhang Yilun Zhao Arman Cohan Mark B. Gerstein LLMAG LRM AI4CE 66 6 0 11 Jan 2025
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems Nikita Mehandru Amanda K. Hall Olesya Melnichenko Yulia Dubinina Daniel Tsirulnikov David Bamman Ahmed Alaa Scott Saponas Venkat S. Malladi 42 3 0 10 Jan 2025
CoDriveVLM: VLM-Enhanced Urban Cooperative Dispatching and Motion Planning for Future Autonomous Mobility on Demand Systems Haichao Liu Ruoyu Yao Wenru Liu Zhenmin Huang Shaojie Shen Jun Ma 42 2 0 10 Jan 2025
CodEv: An Automated Grading Framework Leveraging Large Language Models for Consistent and Constructive Feedback En-Qi Tseng Pei-Cing Huang Chan Hsu Peng-Yi Wu Chan-Tung Ku Yihuang Kang 41 1 0 10 Jan 2025
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs Tongshuang Wu Haiyi Zhu Maya Albayrak Alexis Axon Amanda Bertsch ... Ying-Jui Tseng Patricia Vaidos Zhijin Wu Wei Yu Wu Chenyang Yang 83 30 0 10 Jan 2025