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Conversation Style Transfer using Few-Shot Learning

Feb 16, 2023
Shamik Roy, Raphael Shu, Nikolaos Pappas, Elman Mansimov, Yi Zhang, Saab Mansour, Dan Roth

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Execution-based Code Generation using Deep Reinforcement Learning

Feb 13, 2023
Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy

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Guiding Pretraining in Reinforcement Learning with Large Language Models

Feb 13, 2023
Yuqing Du, Olivia Watkins, Zihan Wang, Cédric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas

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An Empirical Study on L2 Accents of Cross-lingual Text-to-Speech Systems via Vowel Space

Nov 06, 2022
Jihwan Lee, Jae-Sung Bae, Seongkyu Mun, Heejin Choi, Joun Yeop Lee, Hoon-Young Cho, Chanwoo Kim

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Incorporating Knowledge into Document Summarization: an Application of Prefix-Tuning on GPT-2

Jan 31, 2023
Chen Chen, Wei Emma Zhang, Alireza Seyed Shakeri

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Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation

Jan 18, 2023
Son Duy Dao, Hengcan Shi, Dinh Phung, Jianfei Cai

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Knowledge Distillation $\approx$ Label Smoothing: Fact or Fallacy?

Feb 06, 2023
Md Arafat Sultan

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Connecting Humanities and Social Sciences: Applying Language and Speech Technology to Online Panel Surveys

Feb 21, 2023
Henk van den Heuvel, Martijn Bentum, Simone Wills, Judith C. Koops

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Is Writing Prompts Really Making Art?

Feb 02, 2023
Jon McCormack, Camilo Cruz Gambardella, Nina Rajcic, Stephen James Krol, Maria Teresa Llano, Meng Yang

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Retrieval-based Disentanglement with Distant Supervision

Dec 15, 2022
Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen

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