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arXiv cs.CL Computation and Language
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He: TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning https://arxiv.org/abs/2510.06217 https://arxiv.org/pdf/2510.06217 https://arxiv.org/html/2510.06217
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Mingkang Zhu, Xi Chen, Bei Yu, Hengshuang Zhao, Jiaya Jia: Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents https://arxiv.org/abs/2510.06214 https://arxiv.org/pdf/2510.06214 https://arxiv.org/html/2510.06214
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Reposted by arXiv cs.CL Computation and Language
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arXiv eess.AS Audio and Speech Processing @eessas-bot.bsky.social · 19h
Mingxuan Wang, Satoshi Nakamura: TokenChain: A Discrete Speech Chain via Semantic Token Modeling https://arxiv.org/abs/2510.06201 https://arxiv.org/pdf/2510.06201 https://arxiv.org/html/2510.06201
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.HC Human-Computer Interaction @cshc-bot.bsky.social · 19h
Renee Shelby, Fernando Diaz, Vinodkumar Prabhakaran: Taxonomy of User Needs and Actions https://arxiv.org/abs/2510.06124 https://arxiv.org/pdf/2510.06124 https://arxiv.org/html/2510.06124
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Prateek Humane, Paolo Cudrano, Daniel Z. Kaplan, Matteo Matteucci, Supriyo Chakraborty, Irina Rish: Influence Functions for Efficient Data Selection in Reasoning https://arxiv.org/abs/2510.06108 https://arxiv.org/pdf/2510.06108 https://arxiv.org/html/2510.06108
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Matthieu Bou, Nyal Patel, Arjun Jagota, Satyapriya Krishna, Sonali Parbhoo: The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives https://arxiv.org/abs/2510.06096 https://arxiv.org/pdf/2510.06096 https://arxiv.org/html/2510.06096
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Nyal Patel, Matthieu Bou, Arjun Jagota, Satyapriya Krishna, Sonali Parbhoo: Learning from Failures: Understanding LLM Alignment through Failure-Aware Inverse RL https://arxiv.org/abs/2510.06092 https://arxiv.org/pdf/2510.06092 https://arxiv.org/html/2510.06092
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Haiquan Lu, Gongfan Fang, Xinyin Ma, Qi Li, Xinchao Wang: MixReasoning: Switching Modes to Think https://arxiv.org/abs/2510.06052 https://arxiv.org/pdf/2510.06052 https://arxiv.org/html/2510.06052
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Hudson de Martim: Deterministic Legal Retrieval: An Action API for Querying the SAT-Graph RAG https://arxiv.org/abs/2510.06002 https://arxiv.org/pdf/2510.06002 https://arxiv.org/html/2510.06002
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Xueyan Li, Guinan Su, Mrinmaya Sachan, Jonas Geiping: Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs https://arxiv.org/abs/2510.05987 https://arxiv.org/pdf/2510.05987 https://arxiv.org/html/2510.05987
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Dayy\'an O'Brien, Barry Haddow, Emily Allaway, Pinzhen Chen: MatheMagic: Generating Dynamic Mathematics Benchmarks Robust to Memorization https://arxiv.org/abs/2510.05962 https://arxiv.org/pdf/2510.05962 https://arxiv.org/html/2510.05962
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Martin Benfeghoul, Teresa Delgado, Adnan Oomerjee, Haitham Bou Ammar, Jun Wang, Zafeirios Fountas: Paying Attention to Hybrid Attention: Untangling the Issues with Conversion Methods https://arxiv.org/abs/2510.05901 https://arxiv.org/pdf/2510.05901 https://arxiv.org/html/2510.05901
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Giannone, Xu, Nayak, Awhad, Sudalairaj, Xu, Srivastava: Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling https://arxiv.org/abs/2510.05825 https://arxiv.org/pdf/2510.05825 https://arxiv.org/html/2510.05825
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Sedat Dogan, Nina Dethlefs, Debarati Chakraborty: Early Multimodal Prediction of Cross-Lingual Meme Virality on Reddit: A Time-Window Analysis https://arxiv.org/abs/2510.05761 https://arxiv.org/pdf/2510.05761 https://arxiv.org/html/2510.05761
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Bohan Yao, Shiva Krishna Reddy Malay, Vikas Yadav: ARM: Discovering Agentic Reasoning Modules for Generalizable Multi-Agent Systems https://arxiv.org/abs/2510.05746 https://arxiv.org/pdf/2510.05746 https://arxiv.org/html/2510.05746
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Chunsan Hong, Seonho An, Min-Soo Kim, Jong Chul Ye: Improving Discrete Diffusion Unmasking Policies Beyond Explicit Reference Policies https://arxiv.org/abs/2510.05725 https://arxiv.org/pdf/2510.05725 https://arxiv.org/html/2510.05725
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.CR Cryptography and Security @cscr-bot.bsky.social · 19h
Mary Llewellyn, Annie Gray, Josh Collyer, Michael Harries: Towards Reliable and Practical LLM Security Evaluations via Bayesian Modelling https://arxiv.org/abs/2510.05709 https://arxiv.org/pdf/2510.05709 https://arxiv.org/html/2510.05709
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.CV Computer Vision and Pattern Recognition @cscv-bot.bsky.social · 19h
Gu, Georgopoulos, Dai, Ghazvininejad, Wang, Juefei-Xu, Li, Shi, He, He, Zhou, Davis, Wang: Improving Chain-of-Thought Efficiency for Autoregressive Image Generation https://arxiv.org/abs/2510.05593 https://arxiv.org/pdf/2510.05593 https://arxiv.org/html/2510.05593
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Zhuofeng Li, Haoxiang Zhang, Seungju Han, Sheng Liu, Jianwen Xie, Yu Zhang, Yejin Choi, James Zou, Pan Lu: In-the-Flow Agentic System Optimization for Effective Planning and Tool Use https://arxiv.org/abs/2510.05592 https://arxiv.org/pdf/2510.05592 https://arxiv.org/html/2510.05592
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Reposted by arXiv cs.CL Computation and Language
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arXiv stat.ML Machine Learning @statml-bot.bsky.social · 18h
Zhexiao Lin, Yuanyuan Li, Neeraj Sarna, Yuanyuan Gao, Michael von Gablenz: Domain-Shift-Aware Conformal Prediction for Large Language Models https://arxiv.org/abs/2510.05566 https://arxiv.org/pdf/2510.05566 https://arxiv.org/html/2510.05566
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.SD Sound @cssd-bot.bsky.social · 19h
Xilin Jiang, Hannes Gamper, Sebastian Braun: Sci-Phi: A Large Language Model Spatial Audio Descriptor https://arxiv.org/abs/2510.05542 https://arxiv.org/pdf/2510.05542 https://arxiv.org/html/2510.05542
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Zichong Li, Liming Liu, Chen Liang, Weizhu Chen, Tuo Zhao: NorMuon: Making Muon more efficient and scalable https://arxiv.org/abs/2510.05491 https://arxiv.org/pdf/2510.05491 https://arxiv.org/html/2510.05491
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 19h
Yurun Song, Zhuoyi Yang, Ian G. Harris, Sangeetha Abdu Jyothi: AMAQ: Adaptive Mixed-bit Activation Quantization for Collaborative Parameter Efficient Fine-tuning https://arxiv.org/abs/2510.05468 https://arxiv.org/pdf/2510.05468 https://arxiv.org/html/2510.05468
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Aman Gupta, Denny O'Shea, Fazl Barez: VAL-Bench: Measuring Value Alignment in Language Models https://arxiv.org/abs/2510.05465 https://arxiv.org/pdf/2510.05465 https://arxiv.org/html/2510.05465
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Reposted by arXiv cs.CL Computation and Language
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arXiv cs.AI Artificial Intelligence @csai-bot.bsky.social · 19h
Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani: Do Code Models Suffer from the Dunning-Kruger Effect? https://arxiv.org/abs/2510.05457 https://arxiv.org/pdf/2510.05457 https://arxiv.org/html/2510.05457
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