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Echoes of Automation: The Increasing Use of LLMs in Newsmaking

arXiv:2508.06445v2 Announce Type: replace Abstract: The rapid rise of Generative AI (GenAI), particularly LLMs, poses...

EBPO: Empirical Bayes Shrinkage for Stabilizing Group-Relative Policy Optimization

arXiv:2602.05165v1 Announce Type: cross Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has proven effective for...

DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention

arXiv:2508.07185v2 Announce Type: replace Abstract: Large Language Models (LLMs) suffer from a critical limitation: their...

Dynamic Context-Aware Streaming Pretrained Language Model For Inverse Text Normalization

arXiv:2505.24229v1 Announce Type: new Abstract: Inverse Text Normalization (ITN) is crucial for converting spoken Automatic...

Dynamic Acoustic Model Architecture Optimization in Training for ASR

arXiv:2506.13180v2 Announce Type: replace Abstract: Architecture design is inherently complex. Existing approaches rely on either...

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...

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