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upvoted 2 papers about 1 month ago

Procedural Graphs: Self-Evolving Execution Structures for LLM Agents

Paper • 2609.09153 • Published Sep 8 • 43

Language Chain in Alignment: Cross-lingual Ranking Preference Optimization

Paper • 2608.23149 • Published Aug 24 • 8

upvoted a paper 2 months ago

PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models

Paper • 2607.24957 • Published Jul 27 • 16

upvoted a paper 3 months ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 52

upvoted 3 papers 4 months ago

LLM-Enabled NWDAF: A Step Toward AI-Native 6G Network Intelligence

Paper • 2606.11877 • Published Jun 10 • 2

Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models

Paper • 2606.03988 • Published Jun 3 • 26

Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

Paper • 2605.30611 • Published May 28 • 65

upvoted 2 papers 5 months ago

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models

Paper • 2605.15482 • Published May 14 • 8

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 128

upvoted 6 papers 6 months ago

GFT: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification

Paper • 2604.14258 • Published Apr 15 • 24

GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents

Paper • 2604.07429 • Published Apr 8 • 63

PokeGym: A Visually-Driven Long-Horizon Benchmark for Vision-Language Models

Paper • 2604.08340 • Published Apr 9 • 5

ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation

Paper • 2604.03922 • Published Apr 5 • 17

DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models

Paper • 2603.26164 • Published Mar 27 • 280

Tex3D: Objects as Attack Surfaces via Adversarial 3D Textures for Vision-Language-Action Models

Paper • 2604.01618 • Published Apr 2 • 13

upvoted 5 papers 7 months ago

ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers

Paper • 2603.24414 • Published Mar 25 • 31

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 67

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 116

Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published Mar 4 • 21

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 111