Distribution-Aligned Decoding for Efficient LLM Task Adaptation
October 14, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2509.15888v3 Announce Type: replace Abstract: Adapting billion-parameter language models to a downstream task is still...
Distilling the Essence: Efficient Reasoning Distillation via Sequence Truncation
January 9, 2026admin NUAI,Committee,News,Uncategorized(0)arXiv:2512.21002v2 Announce Type: replace Abstract: Distilling the capabilities from a large reasoning model (LRM) to...
Distilling Multilingual Vision-Language Models: When Smaller Models Stay Multilingual
October 31, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2510.26271v1 Announce Type: new Abstract: Vision-language models (VLMs) exhibit uneven performance across languages, a problem...
Disco-RAG: Discourse-Aware Retrieval-Augmented Generation
January 13, 2026admin NUAI,Committee,News,Uncategorized(0)arXiv:2601.04377v2 Announce Type: replace Abstract: Retrieval-Augmented Generation (RAG) has emerged as an important means of...
Digging for clues about the North Pole’s past
April 21, 2026admin NUAI,Committee,News,Uncategorized(0)In the past, even with an icebreaker and during peak melt season, getting to the...
DiFlow-TTS: Discrete Flow Matching with Factorized Speech Tokens for Low-Latency Zero-Shot Text-To-Speech
September 12, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2509.09631v1 Announce Type: cross Abstract: Zero-shot Text-to-Speech (TTS) aims to synthesize high-quality speech that mimics...
Diffusion Language Models Know the Answer Before Decoding
August 28, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2508.19982v1 Announce Type: new Abstract: Diffusion language models (DLMs) have recently emerged as an alternative...
Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning
November 3, 2025admin NUAI,Committee,News,Uncategorized(0)arXiv:2510.27469v1 Announce Type: new Abstract: In recent years, large language models (LLMs) have witnessed remarkable...
Different Perturbations, Different Mechanisms: Understanding Continued Pre-training for Zero-Shot Dialect Robustness
August 8, 2026admin NUAI,Committee,News,Uncategorized(0)arXiv:2608.05510v1 Announce Type: new Abstract: Dialectal variation remains a major challenge for multilingual language models...
