Few-Shot Question Answering by Pretraining Span Selection

Few-Shot Question Answering by Pretraining Span Selection

2 January 2021

Jonathan Berant

Papers citing "Few-Shot Question Answering by Pretraining Span Selection"

14 / 64 papers shown

Title
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 121 26 0 28 Sep 2021
ParaShoot: A Hebrew Question Answering Dataset Omri Keren Omer Levy 29 17 0 23 Sep 2021
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction Jiaju Lin Qin Chen 21 1 0 11 Sep 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision Xiang Deng Yu-Chuan Su Alyssa Lees You Wu Cong Yu Huan Sun ReLM RALM OffRL LRM 6 31 0 10 Sep 2021
Discrete and Soft Prompting for Multilingual Models Mengjie Zhao Hinrich Schütze LRM 10 71 0 08 Sep 2021
FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada P. Natarajan 23 44 0 04 Sep 2021
How Optimal is Greedy Decoding for Extractive Question Answering? Or Castel Ori Ram Avia Efrat Omer Levy 20 3 0 12 Aug 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 175 53 0 15 Jul 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 18 28 0 15 Jun 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 19 64 0 31 Dec 2020
ConVEx: Data-Efficient and Few-Shot Slot Labeling Matthew Henderson Ivan Vulić CLIP VLM 12 38 0 22 Oct 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 244 491 0 16 Oct 2019