Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering

23 May 2023

Papers citing "Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering"

9 / 9 papers shown

Title
GRS-QA -- Graph Reasoning-Structured Question Answering Dataset Anish Pahilajani Devasha Trivedi Jincen Shuai Khin S. Yone Samyak Rajesh Jain Namyong Park Ryan Rossi Nesreen K. Ahmed Franck Dernoncourt Yu Wang 29 0 0 01 Nov 2024
Rehearsing Answers to Probable Questions with Perspective-Taking Yung-Yu Shih Ziwei Xu Hiroya Takamura Yun-Nung Chen Chung-Chi Chen 20 0 0 27 Sep 2024
RAGProbe: An Automated Approach for Evaluating RAG Applications Shangeetha Sivasothy Scott Barnett Stefanus Kurniawan Zafaryab Rasool Rajesh Vasa 36 5 0 24 Sep 2024
ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases Qiaoyu Tang Ziliang Deng Hongyu Lin Xianpei Han Qiao Liang Boxi Cao Le Sun CLL SyDa 23 182 0 08 Jun 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 220 502 0 03 May 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation Jamie Yap Zhengyang Wang Zheng Li K. Lynch Bing Yin Xiang Ren LRM 64 93 0 03 May 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 179 117 0 15 Oct 2019