Latest AI/ML News
2784 articles · arXiv cs.CL
arXiv:2609.27009v1 Announce Type: new Abstract: Large language models are increasingly applied to high-risk domains such as law, yet complex legal rea…
arXiv:2609.26976v1 Announce Type: new Abstract: Learned context planning selects evidence atoms before an answer model reasons over them. We test whet…
arXiv:2609.26945v1 Announce Type: new Abstract: Judicial reasoning remains challenging for large language models (LLMs) to analyze. This paper contrib…
arXiv:2609.26942v1 Announce Type: new Abstract: Current literature evaluates large language models (LLMs) on multilingual kinship understanding using…
arXiv:2609.26926v1 Announce Type: new Abstract: Large-scale text annotation brings expert insight to millions of documents, often through a codebook t…
arXiv:2609.26913v1 Announce Type: new Abstract: No single Large Language Model (LLM) is uniformly reliable across queries, motivating multi-model infe…
arXiv:2606.10781v3 Announce Type: replace-cross Abstract: Unsupervised term discovery involves segmenting unlabelled speech into word- or syllable-lik…
arXiv:2605.29612v2 Announce Type: replace-cross Abstract: Although large language model (LLM) based multi-agent systems (MAS) show their capability to…
arXiv:2409.02244v3 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly being used as ad hoc therapists. While prior r…
arXiv:2609.14057v2 Announce Type: replace Abstract: Frontier LLMs are increasingly capable of conducting automated research, yet their creativity in t…
arXiv:2609.03426v2 Announce Type: replace Abstract: Transformers lack a native lookup mechanism, requiring repeated dense computation to recognize and…
arXiv:2608.00528v2 Announce Type: replace Abstract: The growth of context window lengths in Large Language Models (LLMs) significantly enhances their…
arXiv:2607.29196v2 Announce Type: replace Abstract: Long-running multi-turn interactions with chatbots and agents are now common, and a correct respon…
arXiv:2606.22807v3 Announce Type: replace Abstract: As retrieval systems scale, effective and efficient reranking becomes increasingly important. Howe…
arXiv:2606.18473v2 Announce Type: replace Abstract: Machine unlearning for large language models (LLMs) aims to remove specified knowledge while prese…
arXiv:2605.25200v3 Announce Type: replace Abstract: Travel planning in the real world is overwhelmingly a \textit{group} activity, yet existing LLM tr…
arXiv:2604.13706v2 Announce Type: replace Abstract: Professional fact-checkers rely on domain knowledge and deep contextual understanding to verify cl…
arXiv:2603.29608v2 Announce Type: replace Abstract: Acute poly-substance intoxication requires rapid, life-saving decisions under substantial uncertai…
arXiv:2603.29492v2 Announce Type: replace Abstract: Safe deployment of Large Vision-Language Models (LVLMs) in radiology report generation requires no…
arXiv:2602.04577v3 Announce Type: replace Abstract: Large language models present challenges for principled uncertainty quantification, in part due to…