Title
Empowering Agentic Video Analytics Systems with Video Language Models Yuxuan Yan Shiqi Jiang Ting Cao Y. Yang Qianqian Yang Yuanchao Shu Y. Yang Lili Qiu VLM 70 0 0 19 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Calvin Li Ian T. Foster B. Blaiszik Ian Foster Ben Blaiszik 52 0 0 19 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 39 0 0 13 May 2025
G-FOCUS: Towards a Robust Method for Assessing UI Design Persuasiveness Jaehyun Jeon Janghan Yoon Minsoo Kim Sumin Shim Yejin Choi Hanbin Kim Youngjae Yu AAML 40 0 0 08 May 2025
GroverGPT-2: Simulating Grover's Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization Min Chen Jinglei Cheng Pingzhi Li Haoran Wang Tianlong Chen Junyu Liu LRM 46 0 0 08 May 2025
Scalable Chain of Thoughts via Elastic Reasoning Yuhui Xu Hanze Dong Lei Wang Doyen Sahoo Junnan Li Caiming Xiong OffRL LRM 51 1 0 08 May 2025
Reasoning Models Don't Always Say What They Think Yanda Chen Joe Benton Ansh Radhakrishnan Jonathan Uesato Carson E. Denison ... Vlad Mikulik Samuel R. Bowman Jan Leike Jared Kaplan E. Perez ReLM LRM 67 12 1 08 May 2025
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving Qi Liu Xinhao Zheng Renqiu Xia Xingzhi Qi Qinxiang Cao Junchi Yan AIMat 50 0 0 07 May 2025
A Hashgraph-Inspired Consensus Mechanism for Reliable Multi-Model Reasoning Kolawole E. Ogunsina Morayo A. Ogunsina 39 0 0 06 May 2025
Integration of Large Language Models and Traditional Deep Learning for Social Determinants of Health Prediction Paul Landes Jimeng Sun Adam Cross 31 0 0 06 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure Anuja Tayal Devika Salunke Barbara Di Eugenio Paula Allen-Meares Eulalia P Abril Olga Garcia-Bedoya Carolyn Dickens Andrew D. Boyd LM&MA AI4MH 44 0 0 06 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 54 2 0 05 May 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models Zhouliang Yu Ruotian Peng Keyi Ding Y. K. Li Zhongyuan Peng ... Huajian Xin W. R. Huang Yandong Wen Ge Zhang Weiyang Liu LRM 110 0 0 05 May 2025
Improving Model Alignment Through Collective Intelligence of Open-Source LLMS Junlin Wang Roy Xie Shang Zhu Jue Wang Ben Athiwaratkun Bhuwan Dhingra S. Song Ce Zhang James Y. Zou ALM 31 0 0 05 May 2025
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering Jihao Zhao Chunlai Zhou Biao Qin 50 0 0 05 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 72 1 0 05 May 2025
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers Alice Rueda Mohammed S. Hassan Argyrios Perivolaris Bazen G. Teferra Reza Samavi ... Y. Wu Y. Zhang Bo Cao Divya Sharma Sridhar Krishnan Venkat Bhat ELM LRM 53 0 0 02 May 2025
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 49 0 0 02 May 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 59 0 0 02 May 2025
SmallPlan: Leverage Small Language Models for Sequential Path Planning with Simulation-Powered, LLM-Guided Distillation Quang P.M. Pham Khoi T.N. Nguyen Nhi H. Doan Cuong Pham Kentaro Inui Dezhen Song 60 0 0 01 May 2025
Visual Test-time Scaling for GUI Agent Grounding Tiange Luo Lajanugen Logeswaran Justin Johnson Honglak Lee 51 0 0 01 May 2025
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 69 0 0 01 May 2025
On the generalization of language models from in-context learning and finetuning: a controlled study Andrew Kyle Lampinen Arslan Chaudhry Stephanie Chan Cody Wild Diane Wan Alex Ku Jorg Bornschein Razvan Pascanu Murray Shanahan James L. McClelland 46 0 0 01 May 2025
When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator Md Fahim Anjum LRM 27 0 0 30 Apr 2025
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding Trilok Padhi R. Kaur Adam D. Cobb Manoj Acharya Anirban Roy Colin Samplawski Brian Matejek Alexander M. Berenbeim Nathaniel D. Bastian Susmit Jha 22 0 0 30 Apr 2025
Between Underthinking and Overthinking: An Empirical Study of Reasoning Length and correctness in LLMs Jinyan Su Jennifer Healey Preslav Nakov Claire Cardie LRM 133 0 0 30 Apr 2025
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think Hasan Hammoud Hani Itani Bernard Ghanem ReLM LRM 80 1 0 29 Apr 2025
Turing Machine Evaluation for Large Language Model Haitao Wu Zongbo Han Huaxi Huang Changqing Zhang ELM LRM 62 0 0 29 Apr 2025
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets Adam Younsi Abdalgader Abubaker M. Seddik Hakim Hacid Salem Lahlou LRM 57 0 0 28 Apr 2025
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... S. Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 92 0 0 28 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Y. Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 72 0 0 27 Apr 2025
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning Jiaqi Chen Bang Zhang Ruotian Ma Peisong Wang Xiaodan Liang Zhaopeng Tu X. Li Kwan-Yee Kenneth Wong LLMAG ReLM LRM 84 0 0 27 Apr 2025
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers Dylan Bouchard Mohit Singh Chauhan HILM 77 0 0 27 Apr 2025
Towards Robust Dialogue Breakdown Detection: Addressing Disruptors in Large Language Models with Self-Guided Reasoning Abdellah Ghassel Xianzhi Li Xiaodan Zhu 49 0 0 26 Apr 2025
AI Awareness X. Li Haoyuan Shi Rongwu Xu Wei Xu 54 0 0 25 Apr 2025
Towards Adaptive Software Agents for Debugging Yacine Majdoub Eya Ben Charrada Haifa Touati LLMAG 76 0 0 25 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 92 0 0 25 Apr 2025
Does Knowledge Distillation Matter for Large Language Model based Bundle Generation? Kaidong Feng Zhu Sun Jie Yang Hui Fang Xinghua Qu W. Liu 43 0 0 24 Apr 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning Josefa Lia Stoisser Marc Boubnovski Martell Julien Fauqueur LMTD ReLM AI4TS LRM 78 0 0 23 Apr 2025
LLM-based Semantic Augmentation for Harmful Content Detection Elyas Meguellati Assaad Zeghina S. Sadiq Gianluca Demartini 34 0 0 22 Apr 2025
TTRL: Test-Time Reinforcement Learning Yuxin Zuo Kaiyan Zhang Shang Qu Li Sheng Xuekai Zhu Biqing Qi Youbang Sun Ganqu Cui Ning Ding Bowen Zhou OffRL 124 1 0 22 Apr 2025
BELL: Benchmarking the Explainability of Large Language Models Syed Quiser Ahmed Bharathi Vokkaliga Ganesh Jagadish Babu P Karthick Selvaraj ReddySiva Naga Parvathi Devi Sravya Kappala ELM 133 0 0 22 Apr 2025
Jailbreak Detection in Clinical Training LLMs Using Feature-Based Predictive Models Tri Nguyen Lohith Srikanth Pentapalli Magnus Sieverding Laurah Turner Seth Overla ... Michael Gharib Matt Kelleher Michael Shukis Cameron Pawlik Kelly Cohen 51 0 0 21 Apr 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou Austin Xu Peifeng Wang Caiming Xiong Shafiq R. Joty ELM ALM LRM 48 2 0 21 Apr 2025
Think Deep, Think Fast: Investigating Efficiency of Verifier-free Inference-time-scaling Methods Junlin Wang Shang Zhu Jon Saad-Falcon Ben Athiwaratkun Qingyang Wu Jue Wang S. Song Ce Zhang Bhuwan Dhingra James Y. Zou LRM 43 1 0 18 Apr 2025
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 77 0 0 16 Apr 2025
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 116 0 0 15 Apr 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 134 0 0 15 Apr 2025
Weight Ensembling Improves Reasoning in Language Models Xingyu Dang Christina Baek Kaiyue Wen Zico Kolter Aditi Raghunathan MoMe LRM 60 1 0 14 Apr 2025