One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval

26 July 2021

Papers citing "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval"

43 / 43 papers shown

Title
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents Francisco Valentini Diego Kozlowski Vincent Larivière 25 0 0 22 Apr 2025
On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation Jirui Qi Raquel Fernández Arianna Bisazza RALM 58 0 0 01 Apr 2025
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer Andreas Chari Sean MacAvaney Iadh Ounis 39 0 0 28 Mar 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 48 0 0 27 Feb 2025
HyQE: Ranking Contexts with Hypothetical Query Embeddings Weichao Zhou Jiaxin Zhang Hilaf Hasson Anu Singh Wenchao Li RALM 19 1 0 20 Oct 2024
Retrieval-augmented generation in multilingual settings Nadezhda Chirkova David Rau Hervé Déjean Thibault Formal S. Clinchant Vassilina Nikoulina RALM 30 15 0 01 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina S. Clinchant 45 10 0 01 Jul 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 67 4 0 22 Jun 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation Jirui Qi Gabriele Sarti Raquel Fernández Arianna Bisazza RALM 37 5 0 19 Jun 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 41 85 0 11 Apr 2024
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling Chao-Wei Huang †. Chen-AnLi †. Tsu-YuanHsu Chen-Yu Hsu Yun-Nung Chen RALM 32 1 0 06 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 41 53 0 05 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 110 224 0 29 Feb 2024
Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision Fan Jiang Tom Drummond Trevor Cohn CLIP ELM LRM 26 3 0 26 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 30 0 0 05 Feb 2024
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Bo An 72 18 0 31 Dec 2023
Survey on Memory-Augmented Neural Networks: Cognitive Insights to AI Applications Savya Khosla Zhen Zhu Yifie He HAI 12 2 0 11 Dec 2023
AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Bohan Chen Andrea L. Bertozzi 22 9 0 22 Nov 2023
GEO: Generative Engine Optimization Pranjal Aggarwal Vishvak Murahari Tanmay Rajpurohit A. Kalyan Karthik Narasimhan A. Deshpande 38 2 0 16 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 100 10 0 11 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Matthew Cer RALM 29 12 0 10 Nov 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention Negar Foroutan Mohammadreza Banaei Karl Aberer Antoine Bosselut LRM 25 3 0 23 Oct 2023
Explaining Legal Concepts with Augmented Large Language Models (GPT-4) Jaromír Šavelka Kevin D. Ashley Morgan A. Gray Hannes Westermann Huihui Xu ELM AILaw 38 42 0 15 Jun 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering Benjamin Muller John Wieting J. Clark Tom Kwiatkowski Sebastian Ruder Livio Baldini Soares Roee Aharoni Jonathan Herzig Xinyi Wang HILM 19 16 0 23 May 2023
Learning to Generalize for Cross-domain QA Yingjie Niu Linyi Yang Ruihai Dong Yue Zhang 11 6 0 14 May 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 31 366 0 15 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 21 4 0 03 Feb 2023
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 32 87 0 16 Nov 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Yau-Shian Wang Ashley Wu Graham Neubig SSL 27 31 0 11 Nov 2022
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 17 17 0 05 Sep 2022
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering Zhucheng Tu Sarguna Padmanabhan VLM RALM 16 3 0 05 Jul 2022
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Vésteinn Snæbjarnarson H. Einarsson 22 5 0 05 Jul 2022
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages Akari Asai Shayne Longpre Jungo Kasai Chia-Hsuan Lee Rui Zhang Junjie Hu Ikuya Yamada J. Clark Eunsol Choi LRM 17 14 0 02 Jul 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System Chia-Chien Hung Tommaso Green Robert Litschko Tornike Tsereteli Sotaro Takeshita Marco Bombieri Goran Glavavs Simone Paolo Ponzetto RALM LRM 11 2 0 30 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 19 4 0 19 May 2022
Towards Best Practices for Training Multilingual Dense Retrieval Models Xinyu Crystina Zhang Kelechi Ogueji Xueguang Ma Jimmy J. Lin RALM 24 34 0 05 Apr 2022
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine Yifu Qiu Hongyu Li Yingqi Qu Ying Chen Qiaoqiao She Jing Liu Hua-Hong Wu Haifeng Wang RALM 30 14 0 19 Mar 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 24 807 0 16 Dec 2021
Learning Cross-Lingual IR from an English Retriever Yulong Li M. Franz Md Arafat Sultan Bhavani Iyer Young-Suk Lee Avirup Sil VLM 17 28 0 15 Dec 2021
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation Benjamin Muller Luca Soldaini Rik Koncel-Kedziorski Eric Lind Alessandro Moschitti LRM 16 7 0 14 Oct 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 180 251 0 08 Dec 2020
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi Thomas Scialom Rachel Keraron Benoît Sagot Djamé Seddah Jacopo Staiano 140 52 0 23 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 219 608 0 13 Oct 2020