Arai M https://speakerdeck.com/araim10 2026-06-30 11:22:51 -0400 論文紹介：TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster Fri, 10 Jul 2026 00:00:00 -0400 https://speakerdeck.com/araim10/lun-wen-shao-jie-ts-rag-retrieval-augmented-generation-based-time-series-foundation-models-are-stronger-zero-shot-forecaster https://speakerdeck.com/araim10/lun-wen-shao-jie-ts-rag-retrieval-augmented-generation-based-time-series-foundation-models-are-stronger-zero-shot-forecaster 論文紹介：Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities Tue, 30 Jun 2026 00:00:00 -0400 https://speakerdeck.com/araim10/ronbun-shoukai-time-series-forecasting-with-llms-understanding-and-enhancing-model-capabilities https://speakerdeck.com/araim10/ronbun-shoukai-time-series-forecasting-with-llms-understanding-and-enhancing-model-capabilities LLMの解釈手法基礎まとめ これまでに調査した内容や試した所感などを完全主観でまとめ、ゼミで共有しました。 基礎的な手法を概要・仕組み・使う場面・必要なデータ・メリットデメリットの側面からまとめています。 これまでに調査した内容や試した所感などを完全主観でまとめ、ゼミで共有しました。 基礎的な手法を概要・仕組み・使う場面・必要なデータ・メリットデメリットの側面からまとめています。 Tue, 30 Jun 2026 00:00:00 -0400 https://speakerdeck.com/araim10/llmnojie-shi-shou-fa-ji-chu-matome https://speakerdeck.com/araim10/llmnojie-shi-shou-fa-ji-chu-matome 論文紹介：Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation Thu, 30 Apr 2026 00:00:00 -0400 https://speakerdeck.com/araim10/lun-wen-shao-jie-bridging-the-gap-between-expert-and-language-models-concept-guided-chess-commentary-generation-and-evaluation https://speakerdeck.com/araim10/lun-wen-shao-jie-bridging-the-gap-between-expert-and-language-models-concept-guided-chess-commentary-generation-and-evaluation 論文紹介：Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers Mon, 23 Mar 2026 00:00:00 -0400 https://speakerdeck.com/araim10/lun-wen-shao-jie-causal-head-gating-a-framework-for-interpreting-roles-of-attention-heads-in-transformers https://speakerdeck.com/araim10/lun-wen-shao-jie-causal-head-gating-a-framework-for-interpreting-roles-of-attention-heads-in-transformers 論文紹介：Language Models Use Trigonometry to Do Addition Wed, 30 Apr 2025 00:00:00 -0400 https://speakerdeck.com/araim10/lun-wen-shao-jie-language-models-use-trigonometry-to-do-addition https://speakerdeck.com/araim10/lun-wen-shao-jie-language-models-use-trigonometry-to-do-addition