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Pardon? Evaluating Conversational Repair in Large Audio-Language Models

arXiv:2601.12973v1 Announce Type: new Abstract: Large Audio-Language Models (LALMs) have demonstrated strong performance in spoken...

Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents

arXiv:2509.06917v2 Announce Type: replace-cross Abstract: We introduce Paper2Agent, an automated framework that converts research papers...

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier

arXiv:2506.10406v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated impressive capabilities in complex...

PadChest-GR: A Bilingual Chest X-ray Dataset for Grounded Radiology Report Generation

arXiv:2411.05085v2 Announce Type: replace-cross Abstract: Radiology report generation (RRG) aims to create free-text radiology reports...

P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts

arXiv:2406.12548v3 Announce Type: replace Abstract: Personalized large language models (LLMs) have attracted great attention in...

OutSafe-Bench: A Benchmark for Multimodal Offensive Content Detection in Large Language Models

arXiv:2511.10287v1 Announce Type: cross Abstract: Since Multimodal Large Language Models (MLLMs) are increasingly being integrated...

Optimizing Length Compression in Large Reasoning Models

arXiv:2506.14755v2 Announce Type: replace-cross Abstract: Large Reasoning Models (LRMs) have achieved remarkable success, yet they...

Optimizing Assembly Code with LLMs: Reinforcement Learning Outperforms Traditional Compilers

LLMs have shown impressive capabilities across various programming tasks, yet their potential for program optimization...

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles

arXiv:2503.17352v3 Announce Type: replace-cross Abstract: We introduce OpenVLThinker, one of the first open-source large vision-language...

OpenThoughts: A Scalable Supervised Fine-Tuning SFT Data Curation Pipeline for Reasoning Models

The Growing Complexity of Reasoning Data Curation Recent reasoning models, such as DeepSeek-R1 and o3...

OpenSIR: Open-Ended Self-Improving Reasoner

arXiv:2511.00602v2 Announce Type: replace Abstract: Recent advances in large language model (LLM) reasoning through reinforcement...

OpenGloss: A Synthetic Encyclopedic Dictionary and Semantic Knowledge Graph

arXiv:2511.18622v1 Announce Type: new Abstract: We present OpenGloss, a synthetic encyclopedic dictionary and semantic knowledge...

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