Key papers

• DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents (2026)
  Jiahao Zhao et al.
  1.94
• DocAtlas: Multilingual Document Understanding Across 80+ Languages (2026)
  Ahmed Heakl et al.
  1.89
• RLHS: Mitigating Misalignment in RLHF with Hindsight Simulation (2025)
  Kaiqu Liang et al.
  1.28
• Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step (2025)
  Ziyu Guo et al.
  1.28
• YINYANG-ALIGN: Benchmarking Contradictory Objectives and Proposing Multi-Objective Optimization based DPO for Text-to-Image Alignment (2025)
  Amitava Das et al.
  1.28
• DPO-Shift: Shifting the Distribution of Direct Preference Optimization (2025)
  Xiliang Yang et al.
  1.28
• Thinking Preference Optimization (2025)
  Wang Yang et al.
  1.28
• LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models (2025)
  Shangqing Tu et al.
  1.28
• OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference (2025)
  Xiangyu Zhao et al.
  1.28
• DiaTool-DPO: Multi-Turn Direct Preference Optimization for Tool-Augmented Large Language Models (2025)
  Sunghee Jung et al.
  1.28
• MM-IFEngine: Towards Multimodal Instruction Following (2025)
  Shengyuan Ding et al.
  1.28
• Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization (2025)
  Pritam Sarkar et al.
  1.28
• WebThinker: Empowering Large Reasoning Models with Deep Research Capability (2025)
  Xiaoxi Li et al.
  1.28
• The Aloe Family Recipe for Open and Specialized Healthcare LLMs (2025)
  Dario Garcia-Gasulla et al.
  1.28
• Skywork-VL Reward: An Effective Reward Model for Multimodal Understanding and Reasoning (2025)
  Xiaokun Wang et al.
  1.28
• VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization (2025)
  Yunxin Li et al.
  1.28
• Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization (2025)
  Mingzhe Du et al.
  1.28
• Technical Report of TeleChat2, TeleChat2.5 and T1 (2025)
  Zihan Wang et al.
  1.28
• Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning (2025)
  Yifei Chen et al.
  1.28
• DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning (2025)
  Yifan Wang et al.
  1.28
• RewardBench: Evaluating Reward Models for Language Modeling (2024)
  Nathan Lambert et al.
  —
• NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment (2024)
  Gerald Shen et al.
  —
• Aligning Diffusion Models with Noise-Conditioned Perception (2024)
  Alexander Gambashidze et al.
  —
• Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis (2024)
  Hippolyte Gisserot-Boukhlef et al.
  —
• SePPO: Semi-Policy Preference Optimization for Diffusion Alignment (2024)
  Daoan Zhang et al.
  —
• Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System (2024)
  Weize Chen et al.
  —
• Baichuan Alignment Technical Report (2024)
  Mingan Lin et al.
  —
• MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models (2024)
  Ziyu Liu et al.
  —
• TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization (2024)
  Chia-Yu Hung et al.
  —