Deep Learning

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mgalley 

authored 16 papers 12 days ago

Guiding Large Language Models via Directional Stimulus Prompting

Paper • 2302.11520 • Published Feb 22, 2023

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Paper • 2302.12813 • Published Feb 24, 2023 • 1

A Diversity-Promoting Objective Function for Neural Conversation Models

Paper • 1510.03055 • Published Oct 11, 2015

A Persona-Based Neural Conversation Model

Paper • 1603.06155 • Published Mar 19, 2016 • 2

Instruction Tuning with GPT-4

Paper • 2304.03277 • Published Apr 6, 2023

Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization

Paper • 1809.05972 • Published Sep 16, 2018

Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Paper • 2304.09842 • Published Apr 19, 2023 • 1

MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Paper • 2310.02255 • Published Oct 3, 2023 • 2

DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation

Paper • 1911.00536 • Published Nov 1, 2019

Dialogue Response Ranking Training with Large-Scale Human Feedback Data

Paper • 2009.06978 • Published Sep 15, 2020

Text Editing by Command

Paper • 2010.12826 • Published Oct 24, 2020 • 1

Self-Verification Improves Few-Shot Clinical Information Extraction

Paper • 2306.00024 • Published May 30, 2023

RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling

Paper • 2105.06597 • Published May 14, 2021

Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30, 2024 • 23

GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

Paper • 2206.11309 • Published Jun 22, 2022 • 1

DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization

Paper • 2212.10018 • Published Dec 20, 2022

mgalley 

authored a paper 5 months ago

Improving Autonomous AI Agents with Reflective Tree Search and Self-Learning

Paper • 2410.02052 • Published Oct 2, 2024 • 9

mgalley 

authored a paper over 1 year ago

Teaching Language Models to Self-Improve through Interactive Demonstrations

Paper • 2310.13522 • Published Oct 20, 2023 • 12

shirwu 

authored a paper over 1 year ago

Med-Flamingo: a Multimodal Medical Few-shot Learner

Paper • 2307.15189 • Published Jul 27, 2023 • 23