Dan Klein

Why Do Multi-Agent LLM Systems Fail?

arXiv 2025

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

arXiv 2025

Multi-module GRPO: Composing Policy Gradients and Prompt Optimization for Language Model Programs

arXiv 2025

Measuring General Intelligence with Generated Games

arXiv 2025

What Evidence Do Language Models Find Convincing?

arXiv 2024

Prompted Contextual Vectors for Spear-Phishing Detection

arXiv 2024

THOUGHTSCULPT: Reasoning with Intermediate Revision and Search

arXiv 2024

Efficacy of Language Model Self-Play in Non-Zero-Sum Games

arXiv 2024

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

arXiv 2023

Modular Visual Question Answering via Code Generation

arXiv 2023

Poisoning Language Models During Instruction Tuning

arXiv 2023

Improving Pacing in Long-Form Story Planning

arXiv 2023

RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment

arXiv 2023

Re3: Generating Longer Stories With Recursive Reprompting and Revision

arXiv 2022

Understanding Game-Playing Agents with Natural Language Annotations

ACL 2022 5

Inferring Rewards from Language in Context

ACL 2022 5

Constrained Language Models Yield Few-Shot Semantic Parsers

EMNLP 2021 11

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

Findings (EMNLP) 2021 11

Kevin Yang

Nicholas Tomlin

Lakshya A. Agrawal

Matei Zaharia

founder

Alexander Wan

Christopher Potts

Dilara Soylu

grad-student

Eric Wallace

Ion Stoica

professor / co-founder

Meng Jiang