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L00 · 课程参考资料 ​

本页按 CS329X Fall 2026 的课程顺序汇总各讲涉及的讲义、视频、代码与延伸阅读。每讲页面仍保留与本讲直接相关的资料入口。

资料索引

按课程顺序整理讲义、视频、代码与延伸阅读；每一项都保留在对应讲次下。

37 条资料 · 11 讲 · 37 次关联

01

Introduction to Human Centered LLMs

2 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Reflections and New Directions for Human-Centered Large Language Models."课程官方页面所列资料；访问权限与版本以原站为准。
02

The Ultimate Crash into LLMs

3 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Dspy: Compiling declarative language model calls into self-improving pipelines."课程官方页面所列资料；访问权限与版本以原站为准。论文"The Prompt Report: A Systematic Survey of Prompting Techniques."课程官方页面所列资料；访问权限与版本以原站为准。
03

Learning from Human Preferences

3 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Training language models to follow instructions with human feedback."课程官方页面所列资料；访问权限与版本以原站为准。论文"Direct preference optimization: Your language model is secretly a reward model."课程官方页面所列资料；访问权限与版本以原站为准。
04

✨ Guest Lecture: Will Held (Open Athena) and Rafal Wojdyla (Open Athena) : Data, Data, and Data

4 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Lima: Less is more for alignment."课程官方页面所列资料；访问权限与版本以原站为准。论文"The fineweb datasets: Decanting the web for the finest text data at scale."课程官方页面所列资料；访问权限与版本以原站为准。论文"Data Authenticity, Consent, and Provenance for AI Are All Broken: What Will It Take to Fix Them?."课程官方页面所列资料；访问权限与版本以原站为准。
05

Human-AI Interaction

3 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Rehearsal: Simulating conflict to teach conflict resolution."课程官方页面所列资料；访问权限与版本以原站为准。文档"CollabLLM: From Passive Responders to Active Collaborators."课程官方页面所列资料；访问权限与版本以原站为准。
06

Evaluating Human-AI interaction

4 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Not Just Novelty: A Longitudinal Study on Utility and Customization of AI Workflows."课程官方页面所列资料；访问权限与版本以原站为准。论文"Evaluating Human-Language Model Interaction."课程官方页面所列资料；访问权限与版本以原站为准。论文"CollabSkill: Evaluating Human-Agent Collaboration On Real-World Tasks."课程官方页面所列资料；访问权限与版本以原站为准。
07

Human-Agent Collaboration

3 条资料

讲义 / Slidesslides课程官方页面所列资料；访问权限与版本以原站为准。论文"Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration."课程官方页面所列资料；访问权限与版本以原站为准。文档"Scaling Collaborative Effort with Agents."课程官方页面所列资料；访问权限与版本以原站为准。
08

Building Full-Stack HAI Systems

3 条资料

论文"MemGPT: Towards LLMs as Operating Systems."课程官方页面所列资料；访问权限与版本以原站为准。论文"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation."课程官方页面所列资料；访问权限与版本以原站为准。论文"Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations."课程官方页面所列资料；访问权限与版本以原站为准。
09

New Frontiers in Generative Interaction

5 条资料

论文"Generative and Malleable User Interfaces with Generative and Evolving Task-Driven Data Model."课程官方页面所列资料；访问权限与版本以原站为准。论文"Generative Interfaces for Language Models."课程官方页面所列资料；访问权限与版本以原站为准。论文"SpecifyUI: Supporting Iterative UI Design Intent Expression through Structured Specifications and Generative AI."课程官方页面所列资料；访问权限与版本以原站为准。文档"Just-In-Time Objectives: A General Approach for Specialized AI Interactions."课程官方页面所列资料；访问权限与版本以原站为准。论文Elicitive User Interfaces: Designing How Users Shape Generative Interfaces.课程官方页面所列资料；访问权限与版本以原站为准。
10

LLMs and the Future of Work

4 条资料

论文"Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the US Workforce."课程官方页面所列资料；访问权限与版本以原站为准。论文"Working with AI: Measuring the Occupational Implications of Generative AI."课程官方页面所列资料；访问权限与版本以原站为准。文档"Anthropic Economic Index report: Uneven geographic and enterprise AI adoption"课程官方页面所列资料；访问权限与版本以原站为准。论文"How do AI agents do human work? Comparing AI and human workflows across diverse occupations."课程官方页面所列资料；访问权限与版本以原站为准。
13

The Rise of AI Companions

3 条资料

论文"The Rise of AI Companions: How Human-Chatbot Relationships Influence Well-Being."课程官方页面所列资料；访问权限与版本以原站为准。论文“My Boyfriend Is AI: A Computational Analysis of Human-AI Companionship in Reddit's AI Community.”课程官方页面所列资料；访问权限与版本以原站为准。论文"INTIMA: A Benchmark for Human-AI Companionship Behavior."课程官方页面所列资料；访问权限与版本以原站为准。

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