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Columbia NLP Backup Repo

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Qingyang Wu's profile picture Xiao Yu's profile picture Derek Ahmed's profile picture Matthew Toles's profile picture Xuanming Zhang's profile picture Yu Li's profile picture

jasonyux 
authored 4 papers 9 months ago

Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning

Paper • 2305.13660 • Published May 23, 2023

ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning

Paper • 2401.16349 • Published Jan 29, 2024

LIONs: An Empirically Optimized Approach to Align Language Models

Paper • 2407.06542 • Published Jul 9, 2024

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

Paper • 2410.02052 • Published Oct 2, 2024 • 9
jasonyux 
authored a paper almost 2 years ago

Teaching Language Models to Self-Improve through Interactive Demonstrations

Paper • 2310.13522 • Published Oct 20, 2023 • 12
qywu 
authored 4 papers almost 2 years ago

Stateful Memory-Augmented Transformers for Dialogue Modeling

Paper • 2209.07634 • Published Sep 15, 2022 • 1

TextGAIL: Generative Adversarial Imitation Learning for Text Generation

Paper • 2004.13796 • Published Apr 7, 2020

Memformer: A Memory-Augmented Transformer for Sequence Modeling

Paper • 2010.06891 • Published Oct 14, 2020

Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models

Paper • 1910.03756 • Published Oct 9, 2019
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