Language Chain in Alignment: Cross-lingual Ranking Preference Optimization
Paper • 2608.23149 • Published • 8
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NLP
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RenderRank: Learning to Rerank Text with Compressed Visual Tokens
Language Chain in Alignment: Cross-lingual Ranking Preference Optimization
jungseob
authored 15
papers 6 days ago
RenderRank: Learning to Rerank Text with Compressed Visual Tokens
Paper • 2609.35069 • Published • 7
Distilling Directional Verification
Paper • 2610.00997 • Published • 1
DART: Draft-Agreement Routing for Training-Free Adaptive Thinking Budgets in Hybrid Reasoning Models
Paper • 2606.23181 • Published
Recovering Off-Policy Supervision for Speculative Decoding
Paper • 2609.38795 • Published
CAST: Cost-Aware Speculative Trees from One-Pass Block Drafters
Paper • 2610.00321 • Published
Risk-Controlled Selective LLM Answering by Pricing Label-Free Checks
Paper • 2609.37493 • Published
Refusal Localizes, the Damage Relocates: Safety Layers Under Few-Sample Fine-Tuning
Paper • 2610.00320 • Published
Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models
Paper • 2609.00355 • Published
Where Activation Sparsity and KV-Cache Sparsity Cross in LLM Decoding
Paper • 2609.33889 • Published
The Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice
Paper • 2608.28930 • Published
Faster Block-Diffusion Serving with Distribution-Free Risk Guarantees
Paper • 2609.33887 • Published
Answer-Conditioned Chains of Thought Degrade Verifiable-Reasoning Distillation in Large Language Models
Paper • 2607.14552 • Published
To Isolate or to Score? Model-Adaptive Assessment for Cost-Efficient Multi-Agent RAG
Paper • 2606.25191 • Published
Beyond Penalizing Mistakes: Stabilizing Efficiency Training in Large Reasoning Models via Adaptive Correct-Only Rewards
Paper • 2606.22716 • Published
yjoonjang
updated 2
collections 10 days ago