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

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

12 May 2022

Deepak Ramachandran

Lise Getoor

William Yang Wang

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

13 / 13 papers shown

Title
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations Ritam Dutt Zhen Wu Kelly Shi Divyanshu Sheth Prakhar Gupta Carolyn Rose 38 2 0 27 Jun 2024
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning Xinlu Zhang Z. Chen Xi Ye Xianjun Yang Lichang Chen William Yang Wang Linda R. Petzold LRM 59 10 0 30 May 2024
Lower Bounds on the Expressivity of Recurrent Neural Language Models Anej Svete Franz Nowak Anisha Mohamed Sahabdeen Ryan Cotterell 27 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 32 1 0 05 Apr 2024
Derivative Free Weight-space Ensembling Dean Ninalga MoMe 24 0 0 07 Jul 2023
LDEB -- Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues Amitabha Dey S. Suthaharan 6 0 0 03 Jun 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 17 11 0 22 May 2023
RWKV: Reinventing RNNs for the Transformer Era Bo Peng Eric Alcaide Quentin G. Anthony Alon Albalak Samuel Arcadinho ... Qihang Zhao P. Zhou Qinghua Zhou Jian Zhu Rui-Jie Zhu 72 556 0 22 May 2023
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data Alon Albalak Colin Raffel William Yang Wang 19 12 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 30 0 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 32 3 0 08 Oct 2022
D-REX: Dialogue Relation Extraction with Explanations Alon Albalak Varun R. Embar Yi-Lin Tuan Lise Getoor W. Wang 59 9 0 10 Sep 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 209 179 0 18 Apr 2021