ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual
Open-retrieval Question Answering System

ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System

30 May 2022

Chia-Chien Hung

Robert Litschko

Tornike Tsereteli

Sotaro Takeshita

Simone Paolo Ponzetto

Papers citing "ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System"

19 / 19 papers shown

Title
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 57 38 0 21 Dec 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 43 71 0 26 Jul 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 61 65 0 09 May 2021
XOR QA: Cross-lingual Open-Retrieval Question Answering Akari Asai Jungo Kasai J. Clark Kenton Lee Eunsol Choi Hannaneh Hajishirzi 81 148 0 22 Oct 2020
Load What You Need: Smaller Versions of Multilingual BERT Amine Abdaoui Camille Pradel Grégoire Sigel 71 74 0 12 Oct 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 102 896 0 03 Jul 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 67 1,014 0 21 Apr 2020
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 94 1,105 0 20 Apr 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 93 1,230 0 25 Feb 2020
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 47 70 0 04 Dec 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 162 6,496 0 05 Nov 2019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave 74 649 0 01 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 136 7,437 0 02 Oct 2019
Cross-Lingual Natural Language Generation via Pre-Training Zewen Chi Li Dong Furu Wei Wenhui Wang Xian-Ling Mao Heyan Huang 49 136 0 23 Sep 2019
NCLS: Neural Cross-Lingual Summarization Junnan Zhu Qian Wang Yining Wang Yu Zhou Jiajun Zhang Shaonan Wang Chengqing Zong 27 133 0 31 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 675 11,979 0 27 Aug 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 152 1,553 0 08 May 2019
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 98 2,003 0 31 Mar 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 166 8,067 0 16 Jun 2016