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

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

Alon Albalak
Yi-Lin Tuan
Pegah Jandaghi
Connor Pryor
Luke Yoffe
Deepak Ramachandran
Lise Getoor
Jay Pujara
William Yang Wang
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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
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations
Ritam Dutt
Zhen Wu
Kelly Shi
Divyanshu Sheth
Prakhar Gupta
Carolyn Rose
46
2
0
27 Jun 2024
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
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
64
11
0
30 May 2024
Lower Bounds on the Expressivity of Recurrent Neural Language Models
Lower Bounds on the Expressivity of Recurrent Neural Language Models
Anej Svete
Franz Nowak
Anisha Mohamed Sahabdeen
Ryan Cotterell
39
0
0
29 May 2024
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study
Myrthe Reuver
Suzan Verberne
Antske Fokkens
40
1
0
05 Apr 2024
Derivative Free Weight-space Ensembling
Derivative Free Weight-space Ensembling
Dean Ninalga
MoMe
32
0
0
07 Jul 2023
LDEB -- Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues
LDEB -- Label Digitization with Emotion Binarization and Machine Learning for Emotion Recognition in Conversational Dialogues
Amitabha Dey
S. Suthaharan
16
0
0
03 Jun 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP
TaskWeb: Selecting Better Source Tasks for Multi-task NLP
Joongwon Kim
Akari Asai
Gabriel Ilharco
Hannaneh Hajishirzi
29
11
0
22 May 2023
RWKV: Reinventing RNNs for the Transformer Era
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
90
557
0
22 May 2023
Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data
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
An Exploration of Data Efficiency in Intra-Dataset Task Transfer for Dialog Understanding
Josiah Ross
Luke Yoffe
Alon Albalak
William Yang Wang
35
0
0
21 Oct 2022
Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models
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
37
3
0
08 Oct 2022
D-REX: Dialogue Relation Extraction with Explanations
D-REX: Dialogue Relation Extraction with Explanations
Alon Albalak
Varun R. Embar
Yi-Lin Tuan
Lise Getoor
Luu Anh Tuan
67
9
0
10 Sep 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye
Bill Yuchen Lin
Xiang Ren
220
180
0
18 Apr 2021