Read Later Stack
updated
Demystifying Reinforcement Learning in Agentic Reasoning
Paper
• 2510.11701
• Published
• 33
Note Added
Self-Improving LLM Agents at Test-Time
Paper
• 2510.07841
• Published
• 10
Making Mathematical Reasoning Adaptive
Paper
• 2510.04617
• Published
• 23
DocReward: A Document Reward Model for Structuring and Stylizing
Paper
• 2510.11391
• Published
• 27
Note Added Obsidian
Skill-Targeted Adaptive Training
Paper
• 2510.10023
• Published
• 10
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning
for LLMs
Paper
• 2510.11696
• Published
• 181
DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel
Translation
Paper
• 2510.09116
• Published
• 96
FlashVSR: Towards Real-Time Diffusion-Based Streaming Video
Super-Resolution
Paper
• 2510.12747
• Published
• 39
Dr.LLM: Dynamic Layer Routing in LLMs
Paper
• 2510.12773
• Published
• 32
A Survey of Vibe Coding with Large Language Models
Paper
• 2510.12399
• Published
• 50
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic
Tasks
Paper
• 2510.12635
• Published
• 17
LLM Reasoning for Machine Translation: Synthetic Data Generation over
Thinking Tokens
Paper
• 2510.11919
• Published
• 5
HoneyBee: Data Recipes for Vision-Language Reasoners
Paper
• 2510.12225
• Published
• 11
Diffusion Transformers with Representation Autoencoders
Paper
• 2510.11690
• Published
• 166
Don't Just Fine-tune the Agent, Tune the Environment
Paper
• 2510.10197
• Published
• 30
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn
Dialogue
Paper
• 2510.13747
• Published
• 30
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully
Open MLLMs
Paper
• 2510.13795
• Published
• 59
The Art of Scaling Reinforcement Learning Compute for LLMs
Paper
• 2510.13786
• Published
• 32
When Models Lie, We Learn: Multilingual Span-Level Hallucination
Detection with PsiloQA
Paper
• 2510.04849
• Published
• 115
Agentic Entropy-Balanced Policy Optimization
Paper
• 2510.14545
• Published
• 106
From Pixels to Words -- Towards Native Vision-Language Primitives at
Scale
Paper
• 2510.14979
• Published
• 67
TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar
Paper
• 2510.14972
• Published
• 35
Paper
• 2510.13998
• Published
• 59
Attention Is All You Need for KV Cache in Diffusion LLMs
Paper
• 2510.14973
• Published
• 42
PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model
Paper
• 2510.14528
• Published
• 118
Large Language Models Do NOT Really Know What They Don't Know
Paper
• 2510.09033
• Published
• 17
Beyond Correctness: Evaluating Subjective Writing Preferences Across
Cultures
Paper
• 2510.14616
• Published
• 13
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in
the Wild
Paper
• 2510.14240
• Published
• 13
Qwen3Guard Technical Report
Paper
• 2510.14276
• Published
• 15
MoM: Mixtures of Scenario-Aware Document Memories for
Retrieval-Augmented Generation Systems
Paper
• 2510.14252
• Published
• 3
RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval
Augmented Generation Systems
Paper
• 2510.13910
• Published
• 2
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
Paper
• 2510.16872
• Published
• 109
Glyph: Scaling Context Windows via Visual-Text Compression
Paper
• 2510.17800
• Published
• 68
When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM
Ensembling
Paper
• 2510.15346
• Published
• 34
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented
Generation
Paper
• 2510.17354
• Published
• 35
Visual Autoregressive Models Beat Diffusion Models on Inference Time
Scaling
Paper
• 2510.16751
• Published
• 21
FineVision: Open Data Is All You Need
Paper
• 2510.17269
• Published
• 75
Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native
Agentic AI
Paper
• 2510.16720
• Published
• 8
UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action
Paper
• 2510.17790
• Published
• 6
AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning
Paper
• 2510.16156
• Published
• 2
Knowledge-based Visual Question Answer with Multimodal Processing,
Retrieval and Filtering
Paper
• 2510.14605
• Published
• 5