Title
Towards Consistent Long-Term Pose Generation Yayuan Li Filippos Bellos Jason J. Corso 155 0 0 24 Jul 2025
Adaptive Multi-Agent Reasoning via Automated Workflow Generation Humza Sami Mubashir ul Islam P. Gaillardon V. Tenace LLMAG LRM 118 0 0 18 Jul 2025
Cultural Bias in Large Language Models: Evaluating AI Agents through Moral Questionnaires Simon Münker ELM 171 6 0 14 Jul 2025
Comprehension Without Competence: Architectural Limits of LLMs in Symbolic Computation and Reasoning Zheng Zhang LRM 176 1 0 14 Jul 2025
Scaling can lead to compositional generalization Florian Redhardt Yassir Akram Simon Schug GNN CoGe 203 0 0 09 Jul 2025
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Maggie Huan Yuetai Li Tuney Zheng Xiaoyu Xu Seungone Kim Minxin Du Radha Poovendran Graham Neubig Xiang Yue LRM ELM 163 43 0 01 Jul 2025
Discourse Heuristics For Paradoxically Moral Self-CorrectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Guangliang Liu Zimo Qi Xitong Zhang K. Johnson LRM 161 1 0 01 Jul 2025
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs Xiaoran Liu Zhigeng Liu Zengfeng Huang Zengfeng Huang Qipeng Guo Ziwei He Xipeng Qiu 403 17 0 17 Jun 2025
Distinct Computations Emerge From Compositional Curricula in In-Context Learning Jin Hwa Lee Andrew Kyle Lampinen Aaditya K. Singh Andrew Saxe 172 1 0 16 Jun 2025
Improving Large Language Models with Concept-Aware Fine-Tuning Michael K. Chen Xikun Zhang Jiaxing Huang Dacheng Tao 257 1 0 09 Jun 2025
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem ComplexityRobotics (RAS), 2025 Parshin Shojaee Iman Mirzadeh Keivan Alizadeh Maxwell Horton Samy Bengio Mehrdad Farajtabar LRM 266 215 0 07 Jun 2025
RELIC: Evaluating Compositional Instruction Following via Language Recognition Jackson Petty Michael Y. Hu Wentao Wang Shauli Ravfogel William Merrill Tal Linzen 202 2 0 05 Jun 2025
Around the World in 24 Hours: Probing LLM Knowledge of Time and PlaceAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Carolin Holtermann Paul Röttger Anne Lauscher LRM 221 3 0 04 Jun 2025
Learning to Insert [PAUSE] Tokens for Better ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Eunki Kim Sangryul Kim James Thorne LRM 301 3 0 04 Jun 2025
Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks Tim Woydt Moritz Willig Antonia Wüst Lukas Helff Wolfgang Stammer Constantin Rothkopf Kristian Kersting 190 2 0 02 Jun 2025
Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models Mikhail L. Arbuzov Alexey A. Shvets Sisong Beir 237 1 0 30 May 2025
The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models Adam Stein Aaditya Naik Neelay Velingker Mayur Naik Eric Wong NAI AI4CE 199 2 0 30 May 2025
Scalable Complexity Control Facilitates Reasoning Ability of LLMs Liangkai Hang Junjie Yao Zhiwei Bai Jiahao Huo Yang Chen ... Feiyu Xiong Y. Zhang Weinan E Hongkang Yang Zhi-hai Xu LRM 201 2 0 29 May 2025
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ziling Cheng Meng Cao Marc-Antoine Rondeau Jackie Chi Kit Cheung LRM 286 1 0 28 May 2025
GIFARC: Synthetic Dataset for Leveraging Human-Intuitive Analogies to Elevate AI Reasoning Woochang Sim Hyunseok Ryu Kyungmin Choi Sungwon Han Sundong Kim 239 0 0 27 May 2025
Learning Extrapolative Sequence Transformations from Markov Chains Sophia Hager Aleem Khan Andrew Wang Nicholas Andrews BDL 218 0 0 26 May 2025
Characterizing Pattern Matching and Its Limits on Compositional Task Structures Hoyeon Chang Jinho Park Hanseul Cho Sohee Yang Miyoung Ko Hyeonbin Hwang Seungpil Won Dohaeng Lee Youbin Ahn Minjoon Seo 262 1 0 26 May 2025
Two Causally Related Needles in a Video Haystack Miaoyu Li Qin Chao Boyang Albert Li CML 296 0 0 26 May 2025
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation Ruichen Zhang Rana Muhammad Shahroz Khan Zhen Tan Dawei Li Song Wang Tianlong Chen LRM 244 1 0 24 May 2025
Unraveling Misinformation Propagation in LLM Reasoning Yiyang Feng Yichen Wang Shaobo Cui Boi Faltings Mina Lee Jiawei Zhou LRM 250 3 0 24 May 2025
Small Models, Smarter Learning: The Power of Joint Task Training C. Both Benjamin Hoover Hendrik Strobelt Dmitry Krotov Daniel Karl I. Weidele Mauro Martino Nima Dehmamy 206 0 0 23 May 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human StatesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yang Xiao Jiashuo Wang Qiancheng Xu Changhe Song Chunpu Xu Yi Cheng Wenjie Li Pengfei Liu 423 5 0 23 May 2025
Controlled Agentic Planning & Reasoning for Mechanism Synthesis Joao Pedro Gandarela Thiago Rios Stefan Menzel André Freitas LLMAG LRM 260 0 0 23 May 2025
Knot So Simple: A Minimalistic Environment for Spatial Reasoning Zizhao Chen Yoav Artzi LRM 435 0 0 23 May 2025
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery Yanbo Zhang S. Khan Adnan Mahmud Huck Yang Alexander Lavin ... James A. Evans Alan R. Bundy Jannis Brugger Jesper Tegner Hector Zenil LM&MA 389 5 0 22 May 2025
Bottlenecked Transformers: Periodic KV Cache Consolidation for Generalised Reasoning Adnan Oomerjee Zafeirios Fountas Haitham Bou-Ammar Haitham Bou-Ammar 360 0 0 22 May 2025
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems Rui Ye Keduan Huang Qimin Wu Yuzhu Cai Tian Jin ... Bo An Yang Gao Wenjun Wu Lei Bai Siheng Chen LLMAG 408 7 0 22 May 2025
Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning Jiashu He Jinxuan Fan Bowen Jiang Ignacio Houine Dan Roth Alejandro Ribeiro ReLM RALM LRM 306 9 0 21 May 2025
SATBench: Benchmarking LLMs' Logical Reasoning via Automated Puzzle Generation from SAT Formulas Anjiang Wei Yuheng Wu Yingjia Wan Tarun Suresh Huanmi Tan Zhanke Zhou Sanmi Koyejo Ke Wang Ke Wang ReLM LRM 251 11 0 20 May 2025
A Minimum Description Length Approach to Regularization in Neural Networks Matan Abudy Orr Well Emmanuel Chemla Roni Katzir Nur Lan 259 2 0 19 May 2025
Systematic Generalization in Language Models Scales with Information EntropyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Sondre Wold Lucas Georges Gabriel Charpentier Étienne Simon 414 0 0 19 May 2025
Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis Akarsh Kumar Jeff Clune Joel Lehman Kenneth O. Stanley OOD 279 10 0 16 May 2025
Lost in Transmission: When and Why LLMs Fail to Reason Globally Tobias Schnabel Kiran Tomlinson Adith Swaminathan Jennifer Neville LRM 647 2 0 13 May 2025
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions Dhruvesh Patel Aishwarya Sahoo Avinash Amballa Tahira Naseem Tim G. J. Rudner Andrew McCallum KELM 468 2 0 09 May 2025
Chain-of-Thought Tokens are Computer Program Variables Fangwei Zhu Peiyi Wang Zhifang Sui LRM 319 1 0 08 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 240 2 0 05 May 2025
A Theoretical Analysis of Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition Yuanpeng Li CoGe 890 0 0 05 May 2025
Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction Vaishnavh Nagarajan Chen Henry Wu Charles Ding Aditi Raghunathan 561 13 0 21 Apr 2025
Rethinking Reflection in Pre-Training Essential AI Darsh J Shah Peter Rushton Somanshu Singla Mohit Parmar ... Philip Monk Platon Mazarakis Ritvik Kapila Saurabh Srivastava Tim Romanski ReLM LRM 429 37 0 05 Apr 2025
Have Large Language Models Learned to Reason? A Characterization via 3-SAT Phase Transition Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ReLM LRM 272 7 0 04 Apr 2025
On the Connection Between Diffusion Models and Molecular Dynamics Liam Harcombe Timothy T. Duignan DiffM 297 1 0 04 Apr 2025
Large Language and Reasoning Models are Shallow Disjunctive ReasonersAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Irtaza Khalid Amir Masoud Nourollah Steven Schockaert LRM 441 1 0 30 Mar 2025
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction Yihuai Hong Dian Zhou Meng Cao Lei Yu Zhijing Jin LRM 439 12 0 29 Mar 2025
Negation: A Pink Elephant in the Large Language Models' Room? Tereza Vrabcová Marek Kadlcík Petr Sojka Michal Štefánik Michal Spiegel 455 2 0 28 Mar 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 417 11 0 28 Mar 2025