This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers in this list investigate the learning behavior, generalization ability, and other properties of language models through theoretical analysis, empirical analysis, or a combination of both.
☆98Dec 2, 2024Updated last year
Alternatives and similar repositories for awesome-language-model-analysis
Users that are interested in awesome-language-model-analysis are comparing it to the libraries listed below
Sorting:
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆36Oct 18, 2024Updated last year
- ☆25Feb 20, 2026Updated 2 weeks ago
- This is the implementation of paper "Learning to Ask Conversational Questions by Optimizing Levenshtein Distance".☆10Jul 5, 2021Updated 4 years ago
- [ICML 2024] Code release for "On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm"☆11Feb 20, 2025Updated last year
- Official PyTorch code for ICLR 2025 paper "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Models"☆24Mar 4, 2025Updated last year
- メイカーの交流を円滑に進めるための<心がまえ>を明文化するプロジェクト☆10May 1, 2020Updated 5 years ago
- codes and plots for "Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs"☆10Dec 30, 2024Updated last year
- Semi-automated OpenVINO benchmark_app with variable parameters. User can specify multiple options for any parameters in the benchmark_app…☆10Apr 19, 2022Updated 3 years ago
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆398Mar 2, 2025Updated last year
- This repo contains papers, books, tutorials and resources on Riemannian optimization.☆56Feb 4, 2026Updated last month
- [ICLR 2025 Spotlight] Code release for "Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training"☆18Feb 20, 2025Updated last year
- Trains Sparse Autoencoders based on outputs from language models☆11Oct 7, 2024Updated last year
- DNN Node Collection using Inference Helper in ROS2☆13Apr 24, 2022Updated 3 years ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆29Feb 6, 2026Updated last month
- ☆53May 20, 2024Updated last year
- ☆36Feb 26, 2024Updated 2 years ago
- Tool to compare two video files, as well as two sets of still images☆12Aug 12, 2020Updated 5 years ago
- PyCon JP 2020 チュートリアルで利用する資料です☆10Aug 30, 2020Updated 5 years ago
- [NeurIPS 2025 Spotlight] A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone.☆45Oct 29, 2025Updated 4 months ago
- Open Source Hardware "KOROBO (2-1 gen)"☆19Oct 18, 2025Updated 4 months ago
- OpenVINO installer storage location (Full version)☆13Jul 3, 2021Updated 4 years ago
- 「M1 MacにPythonの環境構築してみた」動画の資料です☆17Mar 24, 2021Updated 4 years ago
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆34May 8, 2024Updated last year
- [TOIS 2023] On the User Behavior Leakage from Recommender System Exposure☆17Nov 7, 2023Updated 2 years ago
- Codes for the paper The emergence of clusters in self-attention dynamics.☆17Dec 18, 2023Updated 2 years ago
- Use web camera on google colaboratory☆15May 10, 2020Updated 5 years ago
- ☆17Jun 14, 2024Updated last year
- 最新LLMの一覧を作成します☆20Feb 1, 2026Updated last month
- Enhances Overleaf by allowing article searches and BibTeX retrieval from DBLP and Google Scholar | 通过允许从 DBLP 和 Google Scholar 进行文章搜索和获取 …☆123Feb 3, 2026Updated last month
- Curse-of-memory phenomenon of RNNs in sequence modelling☆19May 8, 2025Updated 9 months ago
- ベクトルタイルを用いた3D風地図☆16Jul 3, 2020Updated 5 years ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- ☆17Feb 26, 2024Updated 2 years ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆294Jan 22, 2026Updated last month
- ☆15Sep 21, 2022Updated 3 years ago
- M5Stack CoreS3の内蔵カメラで顔検出するテストプログラム。☆19May 28, 2023Updated 2 years ago
- NSFW画像検出モデル(open_nsfw_android)をColaboratory上で動かすサンプル☆17Dec 6, 2021Updated 4 years ago
- OpenCVを用いたバウンディングボックス装飾の作例集。☆15Jan 7, 2021Updated 5 years ago
- ☆21Dec 30, 2022Updated 3 years ago