Key papers

• An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift (2026)
  Constantinos Karouzos et al.
  1.94
• EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines (2026)
  Shuo Zhang et al.
  1.94
• Alignment Makes Language Models Normative, Not Descriptive (2026)
  Eilam Shapira et al.
  1.94
• Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams (2026)
  Zewen Liu et al.
  1.94
• SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations (2026)
  Taewon Yun et al.
  1.94
• AnyGroundBench: A Specialized-Domain Benchmark for Video Grounding in Vision-Language Models (2026)
  Rintaro Otsubo et al.
  1.94
• TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems (2026)
  Chen Xu et al.
  1.89
• DocAtlas: Multilingual Document Understanding Across 80+ Languages (2026)
  Ahmed Heakl et al.
  1.89
• Agentic Reasoning for Large Language Models (2026)
  Tianxin Wei et al.
  1.67
• Linear representations in language models can change dramatically over a conversation (2026)
  Andrew Kyle Lampinen et al.
  1.67
• LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM (2025)
  Sambal Shikhar et al.
  1.28
• NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search (2025)
  Sunhao Dai et al.
  1.28
• What Makes for Text to 360-degree Panorama Generation with Stable Diffusion? (2025)
  Jinhong Ni et al.
  1.28
• Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering (2025)
  Akash Gupta et al.
  1.28
• T-LoRA: Single Image Diffusion Model Customization Without Overfitting (2025)
  Vera Soboleva et al.
  1.28
• A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence (2025)
  Huan-ang Gao et al.
  1.28
• Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models (2025)
  Qizheng Zhang et al.
  1.28
• AutoPR: Let's Automate Your Academic Promotion! (2025)
  Qiguang Chen et al.
  1.28
• Rewiring Experts on the Fly:Continuous Rerouting for Better Online Adaptation in Mixture-of-Expert models (2025)
  Guinan Su et al.
  1.28
• EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis (2025)
  Yusheng Liao et al.
  1.28
• Understanding and Harnessing Sparsity in Unified Multimodal Models (2025)
  Shwai He et al.
  1.28
• One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning (2023)
  Arnav Chavan et al.
  —
• PASTA: Pretrained Action-State Transformer Agents (2023)
  Raphael Boige et al.
  —
• VideoPoet: A Large Language Model for Zero-Shot Video Generation (2023)
  Dan Kondratyuk et al.
  —
• Knowledge Composition using Task Vectors with Learned Anisotropic Scaling (2024)
  Frederic Z. Zhang et al.
  —
• Discriminative Fine-tuning of LVLMs (2024)
  Yassine Ouali et al.
  —