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Introduction to Small Language Models: The Complete Guide for 2026
AI deployment is changing...
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction
arXiv:2509.14504v1 Announce Type: new Abstract: In this paper, we introduce OmniGEC, a collection of multilingual...
Interpreting the Latent Structure of Operator Precedence in Language Models
arXiv:2510.13908v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated impressive reasoning capabilities but...
Interpretable Question Answering with Knowledge Graphs
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
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
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
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
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
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
arXiv:2602.00477v2 Announce Type: replace Abstract: Large Language Models (LLMs) have achieved impressive capabilities in various...
IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection
arXiv:2511.04528v1 Announce Type: new Abstract: We present IntelliProof, an interactive system for analyzing argumentative essays...
Integral Transformer: Denoising Attention, Not Too Much Not Too Little
arXiv:2508.18387v1 Announce Type: new Abstract: Softmax self-attention often assigns disproportionate weight to semantically uninformative tokens...
