🔹 Title: Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04618
• PDF: https://arxiv.org/pdf/2510.04618

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🔹 Title: Thai Semantic End-of-Turn Detection for Real-Time Voice Agents

🔹 Publication Date: Published on Oct 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04016
• PDF: https://arxiv.org/pdf/2510.04016

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🔹 Title: Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs

🔹 Publication Date: Published on Oct 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.00507
• PDF: https://arxiv.org/pdf/2510.00507
• Github: https://github.com/YurunChen/Graph2Eval

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🔹 Title: HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition

🔹 Publication Date: Published on Sep 29

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2509.24613
• PDF: https://arxiv.org/pdf/2509.24613
• Github: https://github.com/ThetaOne-AI/HiKE

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/thetaone-ai/HiKE

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🔹 Title: ChronoEdit: Towards Temporal Reasoning for Image Editing and World Simulation

🔹 Publication Date: Published on Oct 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04290
• PDF: https://arxiv.org/pdf/2510.04290
• Project Page: https://research.nvidia.com/labs/toronto-ai/chronoedit
• Github: https://github.com/nv-tlabs/ChronoEdit

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🔹 Title: AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning

🔹 Publication Date: Published on Oct 2

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.01586
• PDF: https://arxiv.org/pdf/2510.01586

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🔹 Title: EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty

🔹 Publication Date: Published on Oct 1

🔹 Paper Links:
• arXiv Page: https://arxiv.org/pdf/2510.00732
• PDF: https://arxiv.org/pdf/2510.00732

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🔹 Title: Alignment Tipping Process: How Self-Evolution Pushes LLM Agents Off the Rails

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04860
• PDF: https://arxiv.org/pdf/2510.04860
• Github: https://github.com/aiming-lab/ATP

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🔹 Title: Epistemic Diversity and Knowledge Collapse in Large Language Models

🔹 Publication Date: Published on Oct 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04226
• PDF: https://arxiv.org/pdf/2510.04226

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🔹 Title: Self-Reflective Generation at Test Time

🔹 Publication Date: Published on Oct 3

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.02919
• PDF: https://arxiv.org/pdf/2510.02919

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🔹 Title: Imperceptible Jailbreaking against Large Language Models

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05025
• PDF: https://arxiv.org/pdf/2510.05025

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🔹 Title: MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition

🔹 Publication Date: Published on Oct 5

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04136
• PDF: https://arxiv.org/pdf/2510.04136

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🔹 Title: SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05081
• PDF: https://arxiv.org/pdf/2510.05081
• Github: https://ronen94.github.io/SAEdit/

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🔹 Title: Code4MeV2: a Research-oriented Code-completion Platform

🔹 Publication Date: Published on Oct 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.03755
• PDF: https://arxiv.org/pdf/2510.03755
• Project Page: https://app.code4me.me/
• Github: https://github.com/AISE-TUDelft/code4me2-server

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🔹 Title: LLMSQL: Upgrading WikiSQL for the LLM Era of Text-to-SQL

🔹 Publication Date: Published on Sep 27

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.02350
• PDF: https://arxiv.org/pdf/2510.02350
• Project Page: https://llmsql.github.io/llmsql-benchmark/
• Github: https://github.com/LLMSQL/llmsql-benchmark

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/llmsql-bench/llmsql-benchmark

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🔹 Title: Optimal Scaling Needs Optimal Norm

🔹 Publication Date: Published on Oct 4

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.03871
• PDF: https://arxiv.org/pdf/2510.03871

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🔹 Title: Character Mixing for Video Generation

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05093
• PDF: https://arxiv.org/pdf/2510.05093
• Project Page: https://tingtingliao.github.io/mimix/
• Github: https://tingtingliao.github.io/mimix/

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🔹 Title: Learning on the Job: Test-Time Curricula for Targeted Reinforcement Learning

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04786
• PDF: https://arxiv.org/pdf/2510.04786
• Github: https://github.com/jonhue/ttc

🔹 Datasets citing this paper:
• https://huggingface.co/datasets/lasgroup/verifiable-corpus

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🔹 Title: Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.05040
• PDF: https://arxiv.org/pdf/2510.05040

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🔹 Title: Power Transform Revisited: Numerically Stable, and Federated

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04995
• PDF: https://arxiv.org/pdf/2510.04995
• Project Page: https://xuefeng-xu.github.io/powertf.html
• Github: https://github.com/xuefeng-xu/powertf

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🔹 Title: Federated Computation of ROC and PR Curves

🔹 Publication Date: Published on Oct 6

🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2510.04979
• PDF: https://arxiv.org/pdf/2510.04979
• Project Page: https://xuefeng-xu.github.io/fedcurve.html
• Github: https://github.com/xuefeng-xu/fedcurve

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