News
DVAGen: Dynamic Vocabulary Augmented Generation
arXiv:2510.17115v1 Announce Type: new Abstract: Language models trained with a fixed vocabulary struggle to generalize...
DualDistill and Agentic-R1: How AI Combines Natural Language and Tool Use for Superior Math Problem Solving
Existing long-CoT reasoning models have achieved state-of-the-art performance in mathematical reasoning by generating reasoning trajectories...
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
arXiv:2512.05112v1 Announce Type: cross Abstract: Recent unified multimodal large language models (MLLMs) have shown impressive...
Doing More with Less: Data Augmentation for Sudanese Dialect Automatic Speech Recognition
arXiv:2601.06802v1 Announce Type: new Abstract: Although many Automatic Speech Recognition (ASR) systems have been developed...
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward
arXiv:2511.20561v1 Announce Type: cross Abstract: Recent years have witnessed significant progress in Unified Multimodal Models...
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
arXiv:2507.00432v2 Announce Type: replace-cross Abstract: Math reasoning has become the poster child of progress in...
Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital
arXiv:2512.18658v1 Announce Type: new Abstract: Before closing venture capital financing rounds, lawyers conduct diligence that...
Document Clustering with LLM Embeddings in Scikit-learn
Imagine that you suddenly obtain a large collection of unclassified documents and are tasked with...
Doc2Agent: Scalable Generation of Tool-Using Agents from API Documentation
arXiv:2506.19998v1 Announce Type: new Abstract: REST APIs play important roles in enriching the action space...
Do reasoning models really “think” or not? Apple research sparks lively debate, response
Ultimately, the big takeaway for ML researchers is that before proclaiming an AI milestone—or obituary—make...
Do Not Change Me: On Transferring Entities Without Modification in Neural Machine Translation — a Multilingual Perspective
arXiv:2505.06010v1 Announce Type: new Abstract: Current machine translation models provide us with high-quality outputs in...
Do Multilingual LLMs have specialized language heads?
arXiv:2602.08625v1 Announce Type: new Abstract: Multilingual large language models (LLMs) have gained significant popularity for...
