Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval

28 December 2020

Papers citing "Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval"

41 / 41 papers shown

Title
MFAQ: a Multilingual FAQ Dataset Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans RALM 108 21 0 27 Sep 2021
XOR QA: Cross-lingual Open-Retrieval Question Answering Akari Asai Jungo Kasai J. Clark Kenton Lee Eunsol Choi Hannaneh Hajishirzi 109 151 0 22 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 64 286 0 01 Oct 2020
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu VLM 51 58 0 10 Sep 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets Patrick Lewis Pontus Stenetorp Sebastian Riedel OOD ELM 153 186 0 06 Aug 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 82 158 0 30 Jul 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 68 323 0 18 May 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 100 1,023 0 21 Apr 2020
LAReQA: Language-agnostic answer retrieval from a multilingual pool Uma Roy Noah Constant Rami Al-Rfou Aditya Barua Aaron B. Phillips Yinfei Yang RALM 39 56 0 11 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 189 3,755 0 10 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 146 609 0 10 Mar 2020
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 212 6,555 0 05 Nov 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 196 797 0 25 Oct 2019
Cross-Lingual Machine Reading Comprehension Yiming Cui Wanxiang Che Ting Liu Bing Qin Shijin Wang Guoping Hu 37 48 0 01 Sep 2019
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification Yinfei Yang Y. Zhang Chris Tar Jason Baldridge AAML 75 367 0 30 Aug 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,193 0 27 Aug 2019
Cross-Lingual Transfer Learning for Question Answering Chia-Hsuan Lee Hung-yi Lee 52 23 0 13 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 76 477 0 09 Jul 2019
Natural Language Understanding with the Quora Question Pairs Dataset Lakshay Sharma L. Graesser Nikita Nangia Utku Evci 49 84 0 01 Jul 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 71 543 0 01 Apr 2019
Polyglot Contextual Representations Improve Crosslingual Transfer Phoebe Mulcaire Jungo Kasai Noah A. Smith 56 69 0 26 Feb 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 73 210 0 25 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 75 2,744 0 22 Jan 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 154 1,014 0 26 Dec 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 55 125 0 30 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,770 0 11 Oct 2018
Multilingual Extractive Reading Comprehension by Runtime Machine Translation Akari Asai Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka 49 61 0 10 Sep 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources Jiateng Xie Zhilin Yang Graham Neubig Noah A. Smith J. Carbonell 59 187 0 29 Aug 2018
Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging Barbara Plank Zeljko Agic BDL 37 52 0 29 Aug 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 279 2,840 0 11 Jun 2018
Supervised and Unsupervised Transfer Learning for Question Answering Yu-An Chung Hung-yi Lee James R. Glass 64 83 0 14 Nov 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 287 1,657 0 11 Oct 2017
Learning to Paraphrase for Question Answering Li Dong Jonathan Mallinson Siva Reddy Mirella Lapata 58 213 0 20 Aug 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 430 1,881 0 31 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 698 131,526 0 12 Jun 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 204 2,654 0 09 May 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 227 2,103 0 05 May 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 69 803 0 13 Feb 2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 117 2,091 0 14 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 280 8,134 0 16 Jun 2016
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 94 1,596 0 17 Sep 2013