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Proceedings of Machine Learning Research | Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop Held in New Orleans, Louisiana, USA on 03 December 2022 Published as Volume 203 by the Proceedings of Machine Learning Research on 19 January 2023. Volume Edited by: Alon Albalak Chunting Zhou Colin Raffel Deepak Ramachandran Sebastian Ruder Xuezhe Ma Series Editors: Neil D. Lawrence
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[Transfer Learning for Natural Language Processing Workshop Logo] Proceedings of Machine Learning Research

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Volume 203: Transfer Learning for Natural Language Processing Workshop, 03 December 2022, New Orleans, Louisiana, USA

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Editors: Alon Albalak, Chunting Zhou, Colin Raffel, Deepak Ramachandran, Sebastian Ruder, Xuezhe Ma

[bib][citeproc]

This joke is [MASK]: Recognizing Humor and Offense with Prompting

Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schuetze; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:1-9

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Zero-shot Video Moment Retrieval With Off-the-Shelf Models

Anuj Diwan, Puyuan Peng, Ray Mooney; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:10-21

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Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions

Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, Michael Alvarez, Anima Anandkumar; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:22-32

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Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations

Ashwani Bhat, Ashutosh Modi; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:33-51

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Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts

Joel Jang, Seonghyeon Ye, Minjoon Seo; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:52-62

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Evaluating the Robustness of Biomedical Concept Normalization

Sinchani Chakraborty, Harsh Raj, Srishti Gureja, Tanmay Jain, Atif Hassan, Sayantan Basu; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:63-73

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MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning

Jie He, Yu Fu; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:74-87

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Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer

Benjamin Muller, Deepanshu Gupta, Jean-Philippe Fauconnier, Siddharth Patwardhan, David Vandyke, Sachin Agarwal; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:88-102

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Exploring Dimensions of Generalizability and Few-shot Transfer for Text-to-SQL Semantic Parsing

Rajaswa Patil, Manasi Patwardhan, Shirish Karande, Lovekesh Vig, Gautam Shroff; Proceedings of The 1st Transfer Learning for Natural Language Processing Workshop, PMLR 203:103-114

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