Feng, Weir, Bostrom, Bayless, Cassel, Chaudhary, Kiesl-Reiter, Rangwala: VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks https://arxiv.org/abs/2511.04662 https://arxiv.org/pdf/2511.04662 https://arxiv.org/html/2511.04662

Narjes Nourzad, Hanqing Yang, Shiyu Chen, Carlee Joe-Wong: DR. WELL: Dynamic Reasoning and Learning with Symbolic World Model for Embodied LLM-Based Multi-Agent Collaboration https://arxiv.org/abs/2511.04646 https://arxiv.org/pdf/2511.04646 https://arxiv.org/html/2511.04646

Daniel Gomm, Cornelius Wolff, Madelon Hulsebos: Are We Asking the Right Questions? On Ambiguity in Natural Language Queries for Tabular Data Analysis https://arxiv.org/abs/2511.04584 https://arxiv.org/pdf/2511.04584 https://arxiv.org/html/2511.04584

Atsuyuki Miyai, Mashiro Toyooka, Takashi Otonari, Zaiying Zhao, Kiyoharu Aizawa: Jr. AI Scientist and Its Risk Report: Autonomous Scientific Exploration from a Baseline Paper https://arxiv.org/abs/2511.04583 https://arxiv.org/pdf/2511.04583 https://arxiv.org/html/2511.04583

Tong, Mou, Li, Li, Yang, Zhang, Chen, Liang, Hu, Zheng, Chen, Zhao, Huang, Qiu: Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm https://arxiv.org/abs/2511.04570 https://arxiv.org/pdf/2511.04570 https://arxiv.org/html/2511.04570

Andrea Cera Palatsi, Samuel Martin-Gutierrez, Ana S. Cardenal, Max Pellert: Large language models replicate and predict human cooperation across experiments in game theory https://arxiv.org/abs/2511.04500 https://arxiv.org/pdf/2511.04500 https://arxiv.org/html/2511.04500

Alberto Cattaneo, Carlo Luschi, Daniel Justus: Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs https://arxiv.org/abs/2511.04473 https://arxiv.org/pdf/2511.04473 https://arxiv.org/html/2511.04473

Tim Tomov, Dominik Fuchsgruber, Tom Wollschl\"ager, Stephan G\"unnemann: The Illusion of Certainty: Uncertainty quantification for LLMs fails under ambiguity https://arxiv.org/abs/2511.04418 https://arxiv.org/pdf/2511.04418 https://arxiv.org/html/2511.04418

Hongwei Yao, Yun Xia, Shuo Shao, Haoran Shi, Tong Qiao, Cong Wang: Black-Box Guardrail Reverse-engineering Attack https://arxiv.org/abs/2511.04215 https://arxiv.org/pdf/2511.04215 https://arxiv.org/html/2511.04215

Yuantian Shao, Peisong Wang, Yuanteng Chen, Chang Xu, Zhihui Wei, Jian Cheng: Block Rotation is All You Need for MXFP4 Quantization https://arxiv.org/abs/2511.04214 https://arxiv.org/pdf/2511.04214 https://arxiv.org/html/2511.04214

Rahman, abedin, Abir, Ansari, Reza, Sadeque, Farhan: Transforming Mentorship: An AI Powered Chatbot Approach to University Guidance https://arxiv.org/abs/2511.04172 https://arxiv.org/pdf/2511.04172 https://arxiv.org/html/2511.04172

Suranjan Goswami, Abhinav Ravi, Raja Kolla, Ali Faraz, Shaharukh Khan, Akash, Chandra Khatri, Shubham Agarwal: Seeing Straight: Document Orientation Detection for Efficient OCR https://arxiv.org/abs/2511.04161 https://arxiv.org/pdf/2511.04161 https://arxiv.org/html/2511.04161

Hayafumi Watanabe: Sub-exponential Growth in Online Word Usage: A Piecewise Power-Law Model https://arxiv.org/abs/2511.04106 https://arxiv.org/pdf/2511.04106 https://arxiv.org/html/2511.04106

Yuantian Shao, Yuanteng Chen, Peisong Wang, Jianlin Yu, Jing Lin, Yiwu Yao, Zhihui Wei, Jian Cheng: DartQuant: Efficient Rotational Distribution Calibration for LLM Quantization https://arxiv.org/abs/2511.04063 https://arxiv.org/pdf/2511.04063 https://arxiv.org/html/2511.04063

Ayaan Bedi, Karoliina Lehtinen: Explorability in Pushdown Automata https://arxiv.org/abs/2511.04048 https://arxiv.org/pdf/2511.04048 https://arxiv.org/html/2511.04048

Kyaw Hpone Myint, Zhe Wu, Alexandre G. R. Day, Giri Iyengar: Towards Scalable Meta-Learning of near-optimal Interpretable Models via Synthetic Model Generations https://arxiv.org/abs/2511.04000 https://arxiv.org/pdf/2511.04000 https://arxiv.org/html/2511.04000

Bram Bult\'e, Ayla Rigouts Terryn: LLMs and Cultural Values: the Impact of Prompt Language and Explicit Cultural Framing https://arxiv.org/abs/2511.03980 https://arxiv.org/pdf/2511.03980 https://arxiv.org/html/2511.03980

Kia Karbasi, Kevin Hong, Mohammad Amin Samadi, Gregory Pottie: Multi-Agent Collaborative Framework For Math Problem Generation https://arxiv.org/abs/2511.03958 https://arxiv.org/pdf/2511.03958 https://arxiv.org/html/2511.03958

Shih-Lun Wu, Yoon Kim, Cheng-Zhi Anna Huang: MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation https://arxiv.org/abs/2511.03942 https://arxiv.org/pdf/2511.03942 https://arxiv.org/html/2511.03942

Raghav Sharma, Manan Mehta, Sai Tiger Raina: RLHF: A comprehensive Survey for Cultural, Multimodal and Low Latency Alignment Methods https://arxiv.org/abs/2511.03939 https://arxiv.org/pdf/2511.03939 https://arxiv.org/html/2511.03939

Ahmed Mostafa, Raisul Arefin Nahid, Samuel Mulder: How Different Tokenization Algorithms Impact LLMs and Transformer Models for Binary Code Analysis https://arxiv.org/abs/2511.03825 https://arxiv.org/pdf/2511.03825 https://arxiv.org/html/2511.03825

Fengming Liu, Shubin Yu: MimiTalk: Revolutionizing Qualitative Research with Dual-Agent AI https://arxiv.org/abs/2511.03731 https://arxiv.org/pdf/2511.03731 https://arxiv.org/html/2511.03731

Mohammad Atif Quamar, Mohammad Areeb: Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning https://arxiv.org/abs/2511.04654 https://arxiv.org/pdf/2511.04654 https://arxiv.org/html/2511.04654

Alamgir Munir Qazi, John P. McCrae, Jamal Abdul Nasir: When retrieval outperforms generation: Dense evidence retrieval for scalable fake news detection https://arxiv.org/abs/2511.04643 https://arxiv.org/pdf/2511.04643 https://arxiv.org/html/2511.04643

Sultana, Muna, Samarukh, Abrar, Chowdhury: BanglaMedQA and BanglaMMedBench: Evaluating Retrieval-Augmented Generation Strategies for Bangla Biomedical Question Answering https://arxiv.org/abs/2511.04560 https://arxiv.org/pdf/2511.04560 https://arxiv.org/html/2511.04560

Cyril Vallez, Alexander Sternfeld, Andrei Kucharavy, Ljiljana Dolamic: From Model to Breach: Towards Actionable LLM-Generated Vulnerabilities Reporting https://arxiv.org/abs/2511.04538 https://arxiv.org/pdf/2511.04538 https://arxiv.org/html/2511.04538

Miandoab, Kowalyshyn, Pamnani, Gavhera, Sarathy, Scheutz: IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection https://arxiv.org/abs/2511.04528 https://arxiv.org/pdf/2511.04528 https://arxiv.org/html/2511.04528

Amir Zur, Atticus Geiger, Ekdeep Singh Lubana, Eric Bigelow: Are language models aware of the road not taken? Token-level uncertainty and hidden state dynamics https://arxiv.org/abs/2511.04527 https://arxiv.org/pdf/2511.04527 https://arxiv.org/html/2511.04527

Rabaey, Moon, Lee, Kim, Yoon, Demeester, Choi: Modeling Clinical Uncertainty in Radiology Reports: from Explicit Uncertainty Markers to Implicit Reasoning Pathways https://arxiv.org/abs/2511.04506 https://arxiv.org/pdf/2511.04506 https://arxiv.org/html/2511.04506

Joshua Gao, Quoc Huy Pham, Subin Varghese, Silwal Saurav, Vedhus Hoskere: RAGalyst: Automated Human-Aligned Agentic Evaluation for Domain-Specific RAG https://arxiv.org/abs/2511.04502 https://arxiv.org/pdf/2511.04502 https://arxiv.org/html/2511.04502

Christos-Nikolaos Zacharopoulos, Revekka Kyriakoglou: Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering https://arxiv.org/abs/2511.04499 https://arxiv.org/pdf/2511.04499 https://arxiv.org/html/2511.04499

Cuong Huynh, Jie Cao: OUNLP at TSAR 2025 Shared Task: Multi-Round Text Simplifier via Code Generation https://arxiv.org/abs/2511.04495 https://arxiv.org/pdf/2511.04495 https://arxiv.org/html/2511.04495

Nikhil Abhyankar, Purvi Chaurasia, Sanchit Kabra, Ananya Srivastava, Vivek Gupta, Chandan K. Reddy: RUST-BENCH: Benchmarking LLM Reasoning on Unstructured Text within Structured Tables https://arxiv.org/abs/2511.04491 https://arxiv.org/pdf/2511.04491 https://arxiv.org/html/2511.04491

Nonesung, Jaknamon, Chaiophat, Nitarach, Wittayasakpan, Sirichotedumrong, Na-Thalang, Pipatanakul: ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai https://arxiv.org/abs/2511.04479 https://arxiv.org/pdf/2511.04479 https://arxiv.org/html/2511.04479

Fabian Schmidt, Seyedehmoniba Ravan, Vladimir Vlassov: Probabilistic Textual Time Series Depression Detection https://arxiv.org/abs/2511.04476 https://arxiv.org/pdf/2511.04476 https://arxiv.org/html/2511.04476

Lars Bungum, Charles Yijia Huang, Abeer Kashar: If I Could Turn Back Time: Temporal Reframing as a Historical Reasoning Task for LLMs https://arxiv.org/abs/2511.04432 https://arxiv.org/pdf/2511.04432 https://arxiv.org/html/2511.04432

Mohammad Amin Ghanizadeh, Mohammad Javad Dousti: Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning https://arxiv.org/abs/2511.04406 https://arxiv.org/pdf/2511.04406 https://arxiv.org/html/2511.04406

Kun Yang, Zikang chen, Yanmeng Wang, Zhigen Li: SSPO: Subsentence-level Policy Optimization https://arxiv.org/abs/2511.04256 https://arxiv.org/pdf/2511.04256 https://arxiv.org/html/2511.04256

Mekaooui, Sofyan, Amaaz, Benchrif, Zarghili, Chaker, Nikolov: Efficient Topic Extraction via Graph-Based Labeling: A Lightweight Alternative to Deep Models https://arxiv.org/abs/2511.04248 https://arxiv.org/pdf/2511.04248 https://arxiv.org/html/2511.04248

Alex Fang, Thomas Voice, Ruoming Pang, Ludwig Schmidt, Tom Gunter: Reusing Pre-Training Data at Test Time is a Compute Multiplier https://arxiv.org/abs/2511.04234 https://arxiv.org/pdf/2511.04234 https://arxiv.org/html/2511.04234

Liran Cohen, Yaniv Nemcovesky, Avi Mendelson: REMIND: Input Loss Landscapes Reveal Residual Memorization in Post-Unlearning LLMs https://arxiv.org/abs/2511.04228 https://arxiv.org/pdf/2511.04228 https://arxiv.org/html/2511.04228

Karp, et al.: LLM-as-a-Judge is Bad, Based on AI Attempting the Exam Qualifying for the Member of the Polish National Board of Appeal https://arxiv.org/abs/2511.04205 https://arxiv.org/pdf/2511.04205 https://arxiv.org/html/2511.04205

Nicol\`o Pagan, Petter T\"ornberg, Christopher A. Bail, Anik\'o Hann\'ak, Christopher Barrie: Computational Turing Test Reveals Systematic Differences Between Human and AI Language https://arxiv.org/abs/2511.04195 https://arxiv.org/pdf/2511.04195 https://arxiv.org/html/2511.04195

Mohammed Musthafa Rafi, Adarsh Krishnamurthy, Aditya Balu: Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Applic... https://arxiv.org/abs/2511.04184 https://arxiv.org/pdf/2511.04184 https://arxiv.org/html/2511.04184

Ahmed, Ahasan, Monon, Wahed, Amin, Rahman, Ali: BAPPA: Benchmarking Agents, Plans, and Pipelines for Automated Text-to-SQL Generation https://arxiv.org/abs/2511.04153 https://arxiv.org/pdf/2511.04153 https://arxiv.org/html/2511.04153

Dazhong Chen, Yi-Cheng Lin, Yuchen Huang, Ziwei Gong, Di Jiang, Zeying Xie, Yi R., Fung: CantoASR: Prosody-Aware ASR-LALM Collaboration for Low-Resource Cantonese https://arxiv.org/abs/2511.04139 https://arxiv.org/pdf/2511.04139 https://arxiv.org/html/2511.04139

Xinyuan Li, Murong Xu, Wenbiao Tao, Hanlun Zhu, Yike Zhao, Jipeng Zhang, Yunshi Lan: RIDE: Difficulty Evolving Perturbation with Item Response Theory for Mathematical Reasoning https://arxiv.org/abs/2511.04120 https://arxiv.org/pdf/2511.04120 https://arxiv.org/html/2511.04120

Wenmo Qiu, Saurabh Srivastava: Batch Prompting Suppresses Overthinking Reasoning Under Constraint: How Batch Prompting Suppresses Overthinking in Reasoning Models https://arxiv.org/abs/2511.04108 https://arxiv.org/pdf/2511.04108 https://arxiv.org/html/2511.04108

Moses Charikar, Chirag Pabbaraju, Ambuj Tewari: A Characterization of List Language Identification in the Limit https://arxiv.org/abs/2511.04103 https://arxiv.org/pdf/2511.04103 https://arxiv.org/html/2511.04103

Prakash, Attias, Chambon, Xu, Truong, Delbrouck, Cook, Langlotz: Improving the Performance of Radiology Report De-identification with Large-Scale Training and Benchmarking Against Cloud Vendo... https://arxiv.org/abs/2511.04079 https://arxiv.org/pdf/2511.04079 https://arxiv.org/html/2511.04079