Can LLMs Augment Low-Resource Reading Comprehension Datasets?
Opportunities and Challenges

Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges

21 September 2023

Arijit Ghosh Chowdhury

Karthik Venkat Ramanan

Papers citing "Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges"

10 / 10 papers shown

Title
Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection Chatrine Qwaider Bashar Alhafni Kirill Chirkunov Nizar Habash Ted Briscoe 49 1 0 22 Mar 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 95 0 0 12 Feb 2025
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs Chansung Park Juyong Jiang Fan Wang Sayak Paul Jing Tang 28 2 0 24 Aug 2024
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models Zhongzhen Huang Kui Xue Yongqi Fan Linjie Mu Ruoyu Liu Tong Ruan Shaoting Zhang Xiaofan Zhang LM&MA RALM 25 5 0 27 Apr 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 34 22 0 27 Jan 2024
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation Tanay Dixit Bhargavi Paranjape Hannaneh Hajishirzi Luke Zettlemoyer SyDa 130 23 0 10 Oct 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 211 117 0 08 Sep 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi Thomas Scialom Rachel Keraron Benoît Sagot Djamé Seddah Jacopo Staiano 137 51 0 23 Oct 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 209 315 0 04 Mar 2020