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commented 4 papers 4 days ago

Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration

Paper • 2602.05708 • Published 17 days ago • 1 •

3

Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding

Paper • 2602.06161 • Published 17 days ago • 4 •

3

VISTA-Bench: Do Vision-Language Models Really Understand Visualized Text as Well as Pure Text?

Paper • 2602.04802 • Published 18 days ago • 1 •

3

PISCO: Precise Video Instance Insertion with Sparse Control

Paper • 2602.08277 • Published 13 days ago • 11 •

3

commented a paper 30 days ago

LLM-in-Sandbox Elicits General Agentic Intelligence

Paper • 2601.16206 • Published about 1 month ago • 84 •

4

commented 9 papers about 1 month ago

Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey

Paper • 2601.11655 • Published Jan 15 • 60 •

5

ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection

Paper • 2601.09195 • Published Jan 14 • 15 •

6

Distribution-Aligned Sequence Distillation for Superior Long-CoT Reasoning

Paper • 2601.09088 • Published Jan 14 • 63 •

6

$A^3$-Bench: Benchmarking Memory-Driven Scientific Reasoning via Anchor and Attractor Activation

Paper • 2601.09274 • Published Jan 14 • 84 •

3

MAXS: Meta-Adaptive Exploration with LLM Agents

Paper • 2601.09259 • Published Jan 14 • 95 •

4

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published Jan 12 • 114 •

4

GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts

Paper • 2601.05110 • Published Jan 8 • 29 •

5

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published Jan 11 • 212 •

7

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published Jan 8 • 226 •

9