FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue

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FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

12 May 2022

Deepak Ramachandran

Lise Getoor

William Yang Wang

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Papers citing "FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue"

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Title
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations Ritam Dutt Zhen Wu Kelly Shi Divyanshu Sheth Prakhar Gupta Carolyn Rose 241 4 0 27 Jun 2024
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning Xinlu Zhang Zhi Chen Xi Ye Xianjun Yang Lichang Chen William Y. Wang Linda R. Petzold LRM 310 30 0 30 May 2024
Lower Bounds on the Expressivity of Recurrent Neural Language Models Anej Svete Franz Nowak Anisha Mohamed Sahabdeen Robert Bamler 238 0 0 29 May 2024
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study Myrthe Reuver Suzan Verberne Antske Fokkens 218 1 0 05 Apr 2024
Derivative Free Weight-space Ensembling Dean Ninalga MoMe 217 0 0 07 Jul 2023
LDEB -- Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues Amitabha Dey S. Suthaharan 141 0 0 03 Jun 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLPConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 248 12 0 22 May 2023
RWKV: Reinventing RNNs for the Transformer EraConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 566 833 0 22 May 2023
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary DataNeural Information Processing Systems (NeurIPS), 2023 Alon Albalak Colin Raffel William Yang Wang 285 13 0 01 Feb 2023
An Exploration of Data Efficiency in Intra-Dataset Task Transfer for Dialog Understanding Josiah Ross Luke Yoffe Alon Albalak William Yang Wang 112 1 0 21 Oct 2022
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models Alon Albalak Akshat Shrivastava Chinnadhurai Sankar Adithya Sagar Mike Ross 187 4 0 08 Oct 2022
D-REX: Dialogue Relation Extraction with Explanations Alon Albalak Varun R. Embar Yi-Lin Tuan Lise Getoor Wenjie Wang 148 10 0 10 Sep 2021