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

Prompted Contextual Vectors for Spear-Phishing Detection

arXiv 2024

THOUGHTSCULPT: Reasoning with Intermediate Revision and Search

arXiv 2024

What Evidence Do Language Models Find Convincing?

arXiv 2024

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

arXiv 2024

Modular Visual Question Answering via Code Generation

arXiv 2023

RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment

arXiv 2023

Ghostbuster: Detecting Text Ghostwritten by Large Language Models

arXiv 2023

Poisoning Language Models During Instruction Tuning

arXiv 2023

Improving Pacing in Long-Form Story Planning

arXiv 2023

Re3: Generating Longer Stories With Recursive Reprompting and Revision

arXiv 2022

Inferring Rewards from Language in Context

ACL 2022 5

Understanding Game-Playing Agents with Natural Language Annotations

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