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cs.CL2026
Beyond Known Facts: Generating Unseen Temporal Knowledge to Address Data Contamination in LLM Evaluation
Arthur Amalvy, Hen-Hsen Huang
The automatic extraction of information is important for populating large web knowledge bases such as Wikidata. The temporal version of that task, temporal knowledge graph extracti…
cs.CL2025
Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability
Hen-Hsen Huang
Large language models (LLMs) have become indispensable, but the most celebrated efficiency methods -- mixture-of-experts (MoE), speculative decoding, and complex retrieval-augmente…