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commented 17 papers about 20 hours ago

Avoiding Premature Collapse: Adaptive Annealing for Entropy-Regularized Structural Inference

Paper • 2601.23039 • Published 11 days ago • 1 •

3

Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs

Paper • 2602.01064 • Published 9 days ago • 1 •

3

Seg-ReSearch: Segmentation with Interleaved Reasoning and External Search

Paper • 2602.04454 • Published 6 days ago • 1 •

3

SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue

Paper • 2602.03548 • Published 7 days ago • 3 •

3

QuantLRM: Quantization of Large Reasoning Models via Fine-Tuning Signals

Paper • 2602.02581 • Published 10 days ago • 6 •

3

ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution

Paper • 2602.03075 • Published 7 days ago • 4 •

3

OmniVideo-R1: Reinforcing Audio-visual Reasoning with Query Intention and Modality Attention

Paper • 2602.05847 • Published 5 days ago • 11 •

3

Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing

Paper • 2602.04837 • Published 6 days ago • 7 •

3

OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale

Paper • 2602.05711 • Published 5 days ago • 8 •

3

RaBiT: Residual-Aware Binarization Training for Accurate and Efficient LLMs

Paper • 2602.05367 • Published 5 days ago • 7 •

3

Back to Basics: Revisiting Exploration in Reinforcement Learning for LLM Reasoning via Generative Probabilities

Paper • 2602.05281 • Published 5 days ago • 14 •

2

Pisets: A Robust Speech Recognition System for Lectures and Interviews

Paper • 2601.18415 • Published 15 days ago • 31 •

3

Self-Improving Multilingual Long Reasoning via Translation-Reasoning Integrated Training

Paper • 2602.05940 • Published 5 days ago • 16 •

3

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published 8 days ago • 29 •

3

AudioSAE: Towards Understanding of Audio-Processing Models with Sparse AutoEncoders

Paper • 2602.05027 • Published 6 days ago • 51 •

3

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published 7 days ago • 48 •

4

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Paper • 2602.05843 • Published 5 days ago • 53 •

3

commented 3 papers 3 days ago

You Need an Encoder for Native Position-Independent Caching

Paper • 2602.01519 • Published 8 days ago •

3

Adaptive Evidence Weighting for Audio-Spatiotemporal Fusion

Paper • 2602.03817 • Published 7 days ago •

3

RecGOAT: Graph Optimal Adaptive Transport for LLM-Enhanced Multimodal Recommendation with Dual Semantic Alignment

Paper • 2602.00682 • Published 10 days ago • 1 •

3