Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces
8月 29, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP...
Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces
8月 29, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP...
Interpretable Question Answering with Knowledge Graphs
10月 23, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2510.19181v1 Announce Type: new Abstract: This paper presents a question answering system that operates exclusively...
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
9月 1, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2507.05137v2 Announce Type: replace Abstract: Learning Japanese vocabulary is a challenge for learners from Roman...
InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation
10月 27, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2510.21538v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) integrates external knowledge to mitigate hallucinations, yet...
Internal World Models as Imagination Networks in Cognitive Agents
10月 7, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2510.04391v1 Announce Type: cross Abstract: What is the computational objective of imagination? While classical interpretations...
Internal Coherence Maximization (ICM): A Label-Free, Unsupervised Training Framework for LLMs
6月 15, 2025admin NUAI,Committee,ニュース,Uncategorized(0)Post-training methods for pre-trained language models (LMs) depend on human supervision through demonstrations or preference...
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
6月 9, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2506.05947v1 Announce Type: new Abstract: In emotional support conversations, unclear intentions can lead supporters to...
Intention-Adaptive LLM Fine-Tuning for Text Revision Generation
3月 2, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2602.00477v2 Announce Type: replace Abstract: Large Language Models (LLMs) have achieved impressive capabilities in various...
