ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2109.01951
  4. Cited By
FewshotQA: A simple framework for few-shot learning of question
  answering tasks using pre-trained text-to-text models

FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models

4 September 2021
Rakesh Chada
P. Natarajan
ArXivPDFHTML

Papers citing "FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models"

28 / 28 papers shown
Title
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction
Nils Constantin Hellwig
Jakob Fehle
Udo Kruschwitz
Christian Wolff
AI4MH
41
0
0
18 Feb 2025
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning
Bharadwaj Ravichandran
Alexander Lynch
S. Brockman
Brandon RichardWebster
Dawei Du
A. Hoogs
Christopher Funk
ObjD
VLM
68
0
0
20 Dec 2024
Redefining Proactivity for Information Seeking Dialogue
Redefining Proactivity for Information Seeking Dialogue
Jing Yang Lee
Seokhwan Kim
Kartik Mehta
Jiun-Yu Kao
Yu-Hsiang Lin
Arpit Gupta
25
0
0
20 Oct 2024
Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific
  Knowledge Extraction and Understanding
Knowledge AI: Fine-tuning NLP Models for Facilitating Scientific Knowledge Extraction and Understanding
Balaji Muralidharan
Hayden Beadles
Reza Marzban
Kalyan S. Mupparaju
19
0
0
04 Aug 2024
Dynamic Few-Shot Learning for Knowledge Graph Question Answering
Dynamic Few-Shot Learning for Knowledge Graph Question Answering
Jacopo DÁbramo
Andrea Zugarini
Paolo Torroni
41
2
0
01 Jul 2024
ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question
  Answering
ComplexTempQA: A Large-Scale Dataset for Complex Temporal Question Answering
Raphael Gruber
Abdelrahman Abdallah
Michael Färber
Adam Jatowt
35
4
0
07 Jun 2024
Prompting-based Synthetic Data Generation for Few-Shot Question
  Answering
Prompting-based Synthetic Data Generation for Few-Shot Question Answering
Maximilian Schmidt
A. Bartezzaghi
Ngoc Thang Vu
SyDa
41
5
0
15 May 2024
A Survey on Data Augmentation in Large Model Era
A Survey on Data Augmentation in Large Model Era
Yue Zhou
Chenlu Guo
Xu Wang
Yi-Ju Chang
Yuan Wu
LM&MA
VLM
44
23
0
27 Jan 2024
ReFusion: Improving Natural Language Understanding with
  Computation-Efficient Retrieval Representation Fusion
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
Shangyu Wu
Ying Xiong
Yufei Cui
Xue Liu
Buzhou Tang
Tei-Wei Kuo
Chun Jason Xue
23
2
0
04 Jan 2024
Low-Resource Clickbait Spoiling for Indonesian via Question Answering
Low-Resource Clickbait Spoiling for Indonesian via Question Answering
Ni Putu Intan Maharani
Ayu Purwarianti
Alham Fikri Aji
19
2
0
12 Oct 2023
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot
  Question Answering
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
Xiusi Chen
Jyun-Yu Jiang
Wei-Cheng Chang
Cho-Jui Hsieh
Hsiang-Fu Yu
Wei Wang
11
11
0
08 Oct 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot
  Learning
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning
Aaron Mueller
Kanika Narang
Lambert Mathias
Qifan Wang
Hamed Firooz
RALM
11
3
0
30 Jun 2023
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data
  Augmentation
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation
Xiusi Chen
Yu Zhang
Jinliang Deng
Jyun-Yu Jiang
Wei Wang
24
10
0
07 Jun 2023
Few-shot Unified Question Answering: Tuning Models or Prompts?
Few-shot Unified Question Answering: Tuning Models or Prompts?
Srijan Bansal
Semih Yavuz
Bo Pang
Meghana Moorthy Bhat
Yingbo Zhou
26
2
0
23 May 2023
Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in
  Language Models
Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models
Shuai Zhao
Jinming Wen
Anh Tuan Luu
J. Zhao
Jie Fu
SILM
57
89
0
02 May 2023
Language model acceptability judgements are not always robust to context
Language model acceptability judgements are not always robust to context
Koustuv Sinha
Jon Gauthier
Aaron Mueller
Kanishka Misra
Keren Fuentes
R. Levy
Adina Williams
13
17
0
18 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language
  Model to Pre-trained Machine Reader
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader
Weiwen Xu
Xin Li
Wenxuan Zhang
Meng Zhou
W. Lam
Luo Si
Lidong Bing
19
2
0
09 Dec 2022
Reasoning Circuits: Few-shot Multihop Question Generation with
  Structured Rationales
Reasoning Circuits: Few-shot Multihop Question Generation with Structured Rationales
Saurabh Kulshreshtha
Anna Rumshisky
ReLM
LRM
17
2
0
15 Nov 2022
Exploring The Landscape of Distributional Robustness for Question
  Answering Models
Exploring The Landscape of Distributional Robustness for Question Answering Models
Anas Awadalla
Mitchell Wortsman
Gabriel Ilharco
Sewon Min
Ian H. Magnusson
Hannaneh Hajishirzi
Ludwig Schmidt
ELM
OOD
KELM
70
19
0
22 Oct 2022
Generating Information-Seeking Conversations from Unlabeled Documents
Generating Information-Seeking Conversations from Unlabeled Documents
Gangwoo Kim
Sungdong Kim
Kang Min Yoo
Jaewoo Kang
13
13
0
25 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive
  Question Answering
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering
J. Wang
Chengyu Wang
Minghui Qiu
Qiuhui Shi
Hongbin Wang
Jun Huang
Ming Gao
RALM
31
15
0
06 May 2022
Compositional Task-Oriented Parsing as Abstractive Question Answering
Compositional Task-Oriented Parsing as Abstractive Question Answering
Wenting Zhao
Konstantine Arkoudas
Weiqiong Sun
Claire Cardie
21
13
0
04 May 2022
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for
  Vision-Language Tasks
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
Zhecan Wang
Noel Codella
Yen-Chun Chen
Luowei Zhou
Xiyang Dai
...
Jianwei Yang
Haoxuan You
Kai-Wei Chang
Shih-Fu Chang
Lu Yuan
VLM
OffRL
23
22
0
22 Apr 2022
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks
Zhecan Wang
Noel Codella
Yen-Chun Chen
Luowei Zhou
Jianwei Yang
Xiyang Dai
Bin Xiao
Haoxuan You
Shih-Fu Chang
Lu Yuan
CLIP
VLM
22
39
0
15 Jan 2022
Few-shot Multi-hop Question Answering over Knowledge Base
Few-shot Multi-hop Question Answering over Knowledge Base
Meihao Fan
Lei Zhang
Siyao Xiao
Yuru Liang
19
4
0
14 Dec 2021
How Optimal is Greedy Decoding for Extractive Question Answering?
How Optimal is Greedy Decoding for Extractive Question Answering?
Or Castel
Ori Ram
Avia Efrat
Omer Levy
20
3
0
12 Aug 2021
Making Pre-trained Language Models Better Few-shot Learners
Making Pre-trained Language Models Better Few-shot Learners
Tianyu Gao
Adam Fisch
Danqi Chen
241
1,916
0
31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural
  Language Inference
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
Timo Schick
Hinrich Schütze
258
1,587
0
21 Jan 2020
1