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arXiv:2510.04398v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in high-risk domains. However, state-of-the-art LLMs often produce...
arXiv:2510.04400v1 Announce Type: new Abstract: In this work, we explore the relevance of textual semantics to Large Language Models (LLMs),...
arXiv:2510.04391v1 Announce Type: cross Abstract: What is the computational objective of imagination? While classical interpretations suggest imagination is useful for...
arXiv:2509.08825v2 Announce Type: replace Abstract: Large language models are rapidly transforming social science research by enabling the automation of labor-intensive...
arXiv:2510.02493v1 Announce Type: cross Abstract: Conventionally, supervised fine-tuning (SFT) is treated as a simple imitation learning process that only trains...
arXiv:2510.02359v1 Announce Type: new Abstract: Improving air quality and addressing climate change relies on accurate understanding and analysis of air...
arXiv:2510.01252v2 Announce Type: replace Abstract: As large language models (LLMs) are increasingly trained on massive, uncurated corpora, understanding both model...
arXiv:2503.04697v2 Announce Type: replace Abstract: Reasoning language models have shown an uncanny ability to improve performance at test-time by “thinking...
Why treat LLM inference as batched kernels to DRAM when a dataflow compiler can pipe tiles through on-chip FIFOs and...
CantoASR: Prosody-Aware ASR-LALM Collaboration for Low-Resource Cantonese
Can We Trust Machine Learning? The Reliability of Features from Open-Source Speech Analysis Tools for Speech Modeling
Can We Trust LLM’s Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework
Can We Improve Llama 3’s Reasoning Through Post-Training Alone? ASTRO Shows +16% to +20% Benchmark Gains
Can Vision Language Models Infer Human Gaze Direction? A Controlled Study
Can structural correspondences ground real world representational content in Large Language Models?
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study
Can nuclear power really fuel the rise of AI?
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers
