Cross-lingual Language Model Pretraining for Retrieval
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Ping Li | Hongliang Fei | Puxuan Yu | P. Li | Hongliang Fei | Puxuan Yu
[1] Hervé Jégou,et al. Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion , 2018, EMNLP.
[2] Jian Hu,et al. Mining multilingual topics from wikipedia , 2009, WWW '09.
[3] Xiang Ji,et al. MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching , 2019, SIGIR.
[4] Nazli Goharian,et al. Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-Shot Learning , 2020, ECIR.
[5] Sebastian Riedel,et al. MLQA: Evaluating Cross-lingual Extractive Question Answering , 2019, ACL.
[6] Gerard de Melo. Inducing Conceptual Embedding Spaces from Wikipedia , 2017, WWW.
[7] Marie-Francine Moens,et al. Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings , 2015, SIGIR.
[8] Jimmy J. Lin,et al. Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval , 2019, EMNLP.
[9] Anders Søgaard,et al. A Survey of Cross-lingual Word Embedding Models , 2017, J. Artif. Intell. Res..
[10] Jian Zhang,et al. SQuAD: 100,000+ Questions for Machine Comprehension of Text , 2016, EMNLP.
[11] Jimmy J. Lin,et al. Flat vs. hierarchical phrase-based translation models for cross-language information retrieval , 2013, SIGIR.
[12] Djoerd Hiemstra,et al. Disambiguation Strategies for Cross-Language Information Retrieval , 1999, ECDL.
[13] Veselin Stoyanov,et al. Emerging Cross-lingual Structure in Pretrained Language Models , 2020, ACL.
[14] Wei-Cheng Chang,et al. Pre-training Tasks for Embedding-based Large-scale Retrieval , 2020, ICLR.
[15] Ilya Sutskever,et al. Language Models are Unsupervised Multitask Learners , 2019 .
[16] Ming Zhou,et al. Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks , 2019, EMNLP.
[17] W. Bruce Croft,et al. A Language Modeling Approach to Information Retrieval , 1998, SIGIR Forum.
[18] Allan Hanbury,et al. Local Self-Attention over Long Text for Efficient Document Retrieval , 2020, SIGIR.
[19] Ming-Wei Chang,et al. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , 2019, NAACL.
[20] Vasudeva Varma,et al. Language independent identification of parallel sentences using Wikipedia , 2011, WWW.
[21] Kyunghyun Cho,et al. Passage Re-ranking with BERT , 2019, ArXiv.
[22] Martin Jaggi,et al. Crosslingual Document Embedding as Reduced-Rank Ridge Regression , 2019, WSDM.
[23] Douglas W. Oard,et al. Probabilistic structured query methods , 2003, SIGIR.
[24] James Allan,et al. A Study of Neural Matching Models for Cross-lingual IR , 2020, SIGIR.
[25] W. Bruce Croft,et al. A Deep Relevance Matching Model for Ad-hoc Retrieval , 2016, CIKM.
[26] Guillaume Lample,et al. Cross-lingual Language Model Pretraining , 2019, NeurIPS.
[27] William Hartmann,et al. Cross-lingual Information Retrieval with BERT , 2020, CLSSTS.
[28] Zhiyuan Liu,et al. End-to-End Neural Ad-hoc Ranking with Kernel Pooling , 2017, SIGIR.
[29] Omer Levy,et al. RoBERTa: A Robustly Optimized BERT Pretraining Approach , 2019, ArXiv.
[30] Lukasz Kaiser,et al. Attention is All you Need , 2017, NIPS.
[31] Allan Hanbury,et al. Interpretable & Time-Budget-Constrained Contextualization for Re-Ranking , 2020, ECAI.
[32] Goran Glavas,et al. Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only , 2018, SIGIR.
[33] Hongliang Fei,et al. Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning , 2020, ACL.
[34] Eneko Agirre,et al. Learning bilingual word embeddings with (almost) no bilingual data , 2017, ACL.
[35] Veselin Stoyanov,et al. Unsupervised Cross-lingual Representation Learning at Scale , 2019, ACL.
[36] Nazli Goharian,et al. CEDR: Contextualized Embeddings for Document Ranking , 2019, SIGIR.
[37] Jimmy J. Lin,et al. Cross-Lingual Relevance Transfer for Document Retrieval , 2019, ArXiv.
[38] Jimmy J. Lin,et al. Simple Applications of BERT for Ad Hoc Document Retrieval , 2019, ArXiv.
[39] Guillaume Lample,et al. Word Translation Without Parallel Data , 2017, ICLR.
[40] Andy Way,et al. Towards language-agnostic alignment of product titles and descriptions: a neural approach , 2019, WWW.
[41] Iryna Gurevych,et al. Improved Cross-Lingual Question Retrieval for Community Question Answering , 2019, WWW.
[42] Marius Mosbach,et al. On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines , 2020, ArXiv.
[43] Filip Radlinski,et al. TREC Complex Answer Retrieval Overview , 2018, TREC.
[44] Robert West,et al. Structuring Wikipedia Articles with Section Recommendations , 2018, SIGIR.
[45] Georgiana Dinu,et al. Improving zero-shot learning by mitigating the hubness problem , 2014, ICLR.
[46] Sheikh Muhammad Sarwar,et al. Training Effective Neural CLIR by Bridging the Translation Gap , 2020, SIGIR.
[47] Doug Downey,et al. Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks , 2020, ACL.
[48] Dan Klein,et al. Multilingual Alignment of Contextual Word Representations , 2020, ICLR.
[49] Xuanzhe Liu,et al. Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification , 2018, WWW.
[50] Yiming Yang,et al. XLNet: Generalized Autoregressive Pretraining for Language Understanding , 2019, NeurIPS.