large-language-models

Academic Survey Paper Generation.

A tool for translating the content of LaTeX documents into various other natural languages (e.g., translating an arXiv paper from English to Chinese).

An awesome repository & A comprehensive survey on interpretability of LLM attention heads.

Papers & Works for large languange models (OpenAI GPT-4, Meta Llama, etc.).

《高级机器学习》：面向生成式人工智能时代的机器学习教材，涵盖强化学习、大模型训练与对齐、生成建模和多模态学习等内容。

a comprehensive and detailed AI study notes covering basic knowledge and various cutting-edge fields

A summary of ideas about transpilation -- work in progress

Code and data for the paper "Large Language Models Achieve Gold Medal Performance at the International Olympiad on Astronomy & Astrophysics (IOAA)" (https://arxiv.org/abs/2510.05016).

The official training/validation/test dataset repository for the SOTA? task as SimpleText Task4@CLEF2024

AGI简史 — 持续更新的 AGI 知识体系 | A Brief History of AGI: books, knowledge base, and ecosystem tracking for the open-source LLM era

A curated collection of evolution strategies and zeroth-order optimization for large language models.

Book -- Implementing AI at an Academic Medical Center

Bilingual graduate textbook on LLM post-training: SFT, RLHF, DPO, GRPO, RLVR, reasoning, agents, systems, evaluation, and safety.

ACLReady, a retrieval-augmented language model application that can be used to empower authors to reflect on their work and assist authors with the ACL checklist.

Yaman K Singla's PhD Thesis - "Behavior As A Modality: A Framework To Enable Automated Persuasion"

Information Retrieval using Multiple LLMs and RAG

When more sampling stops helping: a reasoning model can generate a right answer long before it can pick one. The modal and correlation ceilings of test-time scaling, with paper, figures, and code (Bay & Yearick).

CXS is a deterministic continuity standard for long-range, multi-session, and long-chat LLM reasoning. It enables GPT, Claude, Grok, Gemini, and local models to share state through a human-readable Continuity Passport with strict-mode rules, drift detection/repair, and full chain-of-custody. Validated across 250+ continuity tests.

LaTeX source for the Inverse Language Modeling (ILM) MSc thesis in Computer Science and the associated ArXiv paper

Empirical LLM cost-quality and model-routing studies: cross-provider frontier (n=290) and escalate-on-failure cascades on tau-bench. Harness, data, and papers.