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arXiv:2504.12344v2 Announce Type: replace Abstract: Large language models (LLMs) can exhibit concept-conditioned semantic divergence: common high-level cues (e.g., ideologies, public...
arXiv:2508.09125v2 Announce Type: replace Abstract: Instruction following has catalyzed the recent era of Large Language Models (LLMs) and is the...
arXiv:2601.19895v1 Announce Type: cross Abstract: Large language model (LLM) scaling is hitting a wall. Widening models yields diminishing returns, and...
arXiv:2601.19350v1 Announce Type: new Abstract: Traditional metrics like BLEU and BERTScore fail to capture semantic fidelity in generative text-to-text tasks....
Tencent Hunyuan has open sourced HPC-Ops, a production grade operator library for large language model inference architecture devices. HPC-Ops focuses...
arXiv:2601.18056v1 Announce Type: new Abstract: We discuss the benefits of incorporating into the study of bilingual production errors and their...
arXiv:2601.18320v1 Announce Type: new Abstract: Real-world visualization tasks involve complex, multi-modal requirements that extend beyond simple text-to-chart generation, requiring reference...
arXiv:2502.00662v2 Announce Type: replace-cross Abstract: Existing vision-language model (VLM)-based methods for out-of-distribution (OOD) detection typically rely on similarity scores between...
arXiv:2511.12487v2 Announce Type: replace-cross Abstract: Large Language Models remain vulnerable to adversarial prompts that elicit toxic content even after safety...
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
Introspective Growth: Automatically Advancing LLM Expertise in Technology Judgment
Introduction to Small Language Models: The Complete Guide for 2026
Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction
Interpreting the Latent Structure of Operator Precedence in Language Models
Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces
Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces
Interpretable Question Answering with Knowledge Graphs
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation
Internal World Models as Imagination Networks in Cognitive Agents
