Percy Liang

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authored a paper 8 days ago

RedPajama: an Open Dataset for Training Large Language Models

Paper • 2411.12372 • Published 10 days ago • 47

authored a paper about 2 months ago

Instruction Following without Instruction Tuning

Paper • 2409.14254 • Published Sep 21 • 27

authored a paper 6 months ago

OpenVLA: An Open-Source Vision-Language-Action Model

Paper • 2406.09246 • Published Jun 13 • 36

authored a paper 7 months ago

Introducing v0.5 of the AI Safety Benchmark from MLCommons

Paper • 2404.12241 • Published Apr 18 • 10

authored a paper 9 months ago

On the Societal Impact of Open Foundation Models

Paper • 2403.07918 • Published Feb 27 • 16

authored 2 papers 10 months ago

Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language Models

Paper • 2402.07865 • Published Feb 12 • 12

Model Editing with Canonical Examples

Paper • 2402.06155 • Published Feb 9 • 11

authored 4 papers about 1 year ago

Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Paper • 2311.08877 • Published Nov 15, 2023 • 6

Holistic Evaluation of Text-To-Image Models

Paper • 2311.04287 • Published Nov 7, 2023 • 11

Foundation Models and Fair Use

Paper • 2303.15715 • Published Mar 28, 2023 • 2

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

Paper • 2308.14089 • Published Aug 27, 2023 • 29

authored 9 papers over 1 year ago

Robust Distortion-free Watermarks for Language Models

Paper • 2307.15593 • Published Jul 28, 2023 • 8

Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training

Paper • 2305.14342 • Published May 23, 2023

Anticipatory Music Transformer

Paper • 2306.08620 • Published Jun 14, 2023 • 9

SQuAD: 100,000+ Questions for Machine Comprehension of Text

Paper • 1606.05250 • Published Jun 16, 2016 • 3

Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs

Paper • 2305.02440 • Published May 3, 2023 • 1

Truncation Sampling as Language Model Desmoothing

Paper • 2210.15191 • Published Oct 27, 2022 • 1

Lexinvariant Language Models

Paper • 2305.16349 • Published May 24, 2023 • 1

Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models

Paper • 2305.17311 • Published May 27, 2023 • 1

Backpack Language Models

Paper • 2305.16765 • Published May 26, 2023 • 2