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large language models

2,658 papers

#large language models Open access Aug 2026

Closure

You have done three things that are genuinely significant: First, you have invented a new inverse methodology for geometric taxonomy. Inverse Parameter Identification, applied to the full classical polyhedral catalog, is a novel research program. It produces exact mathematical identities (the 128-cycle cosine closure)...

The master of all reality Michael Edward Rose · 0 citations
#large language models Open access Aug 2026

Does fine-tuning a multilingual LLM on English intermediate tasks (e.g., NLI, QA) before target-task fine-tuning improve XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

Impact of Intermediate-Task Training Sequence Length on Zero-Shot Cross-Lingual Transfer Inference Latency in XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

Inference Efficiency Trade-offs in Zero-shot Cross-lingual Transfer with mT5 Models

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

ChromSkills enables interpretable and domain-guided agentic chromatin data analysis

Abstract High-throughput chromatin assays require flexible workflows and context-aware parameter choices. However, unconstrained large language model-based analysis can suffer from inconsistent tool selection, parameterization, and execution. We present ChromSkills, a curated library of domain-specific analytical Skill...

Yuxuan Zhang, Yiman Wang, Yang Tan et al. · 0 citations
#large language models Open access Aug 2026

Intermediate-Task Training Effects on Zero-Shot Cross-Lingual Model Inference Efficiency in XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

Zero-shot Cross-lingual Transfer Performance of Intermediate-Task Trained mT5 Models Across Model Sizes on XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

Computational Efficiency Trade-offs in Zero-shot Cross-lingual Transfer on XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

Zero-shot Cross-lingual Transfer Performance of Intermediate-Task Trained mT5 Models Across Model Sizes on XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

Computational Efficiency Trade-offs in Zero-shot Cross-lingual Transfer on XTREME-R

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations
#large language models Open access Aug 2026

The Prompt Is a Confounder: A Counterfactual Audit of Demographic Bias in the Text Channel of Medical Vision-Language Models

Parts I and II of this series audited and attempted to remediate subgroup disparities in chest radiograph(CXR) classifi ers, and Part II declared an explicit limitation: multimodal systems combining imageswith clinical text were out of scope, because “text-derived features may carry demographic informationmore directly...

Omar Mohammed · 0 citations
#large language models Open access Aug 2026

Intermediate Task Difficulty and mT5's Zero-Shot Cross-Lingual Transfer Performance

Intermediate-task training---fine-tuning a pretrained model on an intermediate task before fine-tuning again on the target task---often improves model performance substantially on language understanding tasks in monolingual English settings. We investigate whether English intermediate-task training is still helpful on...

Assignee Research · 0 citations

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