Denny Zhou

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authored 2 papers over 1 year ago

NATURAL PLAN: Benchmarking LLMs on Natural Language Planning

Paper • 2406.04520 • Published Jun 6, 2024 • 13

Best Practices and Lessons Learned on Synthetic Data for Language Models

Paper • 2404.07503 • Published Apr 11, 2024 • 31

authored 18 papers almost 2 years ago

Simple synthetic data reduces sycophancy in large language models

Paper • 2308.03958 • Published Aug 7, 2023 • 22

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

Paper • 2301.13688 • Published Jan 31, 2023 • 9

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices

Paper • 2004.02984 • Published Apr 6, 2020 • 1

UL2: Unifying Language Learning Paradigms

Paper • 2205.05131 • Published May 10, 2022 • 5

Scaling Instruction-Finetuned Language Models

Paper • 2210.11416 • Published Oct 20, 2022 • 7

PaLM: Scaling Language Modeling with Pathways

Paper • 2204.02311 • Published Apr 5, 2022 • 3

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Paper • 2201.11903 • Published Jan 28, 2022 • 15

Language Models are Multilingual Chain-of-Thought Reasoners

Paper • 2210.03057 • Published Oct 6, 2022

Symbol tuning improves in-context learning in language models

Paper • 2305.08298 • Published May 15, 2023 • 3

PaLM 2 Technical Report

Paper • 2305.10403 • Published May 17, 2023 • 7

Training Socially Aligned Language Models in Simulated Human Society

Paper • 2305.16960 • Published May 26, 2023 • 3

Large Language Models as Tool Makers

Paper • 2305.17126 • Published May 26, 2023 • 3

Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization

Paper • 2305.11965 • Published May 19, 2023 • 1

Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models

Paper • 2305.14705 • Published May 24, 2023

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 78

Compositional Semantic Parsing with Large Language Models

Paper • 2209.15003 • Published Sep 29, 2022 • 1

Mind's Eye: Grounded Language Model Reasoning through Simulation

Paper • 2210.05359 • Published Oct 11, 2022 • 1

Rationale-Augmented Ensembles in Language Models

Paper • 2207.00747 • Published Jul 2, 2022