Building Efficient and Effective OpenQA Systems for Low-Resource
Languages

Building Efficient and Effective OpenQA Systems for Low-Resource Languages

7 January 2024

Christopher Potts

Papers citing "Building Efficient and Effective OpenQA Systems for Low-Resource Languages"

11 / 11 papers shown

Title
xPQA: Cross-Lingual Product Question Answering across 12 Languages Xiaoyu Shen Akari Asai Bill Byrne Adria de Gispert 16 7 0 16 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 233 2,413 0 06 Oct 2022
PLAID: An Efficient Engine for Late Interaction Retrieval Keshav Santhanam Omar Khattab Christopher Potts Matei A. Zaharia VLM 58 72 0 19 May 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
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 48 67 0 13 Oct 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 85 31 0 16 Feb 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 57 163 0 14 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 208 251 0 04 Jan 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 174 453 0 17 Mar 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 58 59 0 20 Dec 2019
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 242 489 0 16 Oct 2019