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Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog

31 October 2018

Papers citing "Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog"

34 / 34 papers shown

Title
MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning Jie He Yu Fu OffRL LRM 133 2 0 09 Mar 2025
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study Calvin Cheng Scott A. Hale 508 2 0 04 Feb 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 133 3 0 17 Jan 2025
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 142 179 0 17 Mar 2020
Polyglot Contextual Representations Improve Crosslingual Transfer Phoebe Mulcaire Jungo Kasai Noah A. Smith 72 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 88 211 0 25 Feb 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 116 2,751 0 22 Jan 2019
PyText: A Seamless Path from NLP research to production Ahmed Aly Kushal Lakhotia Shicong Zhao Mrinal Mohit Barlas Oğuz Abhinav Arora Sonal Gupta Christopher Dewan Stef Nelson-Lindall Rushin Shah 51 17 0 12 Dec 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 95,324 0 11 Oct 2018
On the Strength of Character Language Models for Multilingual Named Entity Recognition Xiaodong Yu Stephen D. Mayhew Mark Sammons Dan Roth 55 12 0 13 Sep 2018
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 93 1,388 0 13 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 50 62 0 12 Sep 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Aaron Smith Bernd Bohnet Miryam de Lhoneux Joakim Nivre Yan Shao Sara Stymne 69 67 0 06 Sep 2018
Neural Cross-Lingual Named Entity Recognition with Minimal Resources Jiateng Xie Zhilin Yang Graham Neubig Noah A. Smith J. Carbonell 76 186 0 29 Aug 2018
Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging Barbara Plank Zeljko Agic BDL 45 52 0 29 Aug 2018
Parameter sharing between dependency parsers for related languages Miryam de Lhoneux Johannes Bjerva Isabelle Augenstein Anders Søgaard MoE 61 42 0 27 Aug 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework Wenhu Chen Jianshu Chen Yu-Chuan Su Xin Eric Wang Dong Yu Xifeng Yan William Yang Wang 73 34 0 19 Aug 2018
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation Wanxiang Che Yijia Liu Yuxuan Wang Bo Zheng Ting Liu 87 252 0 09 Jul 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 235 11,569 0 15 Feb 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 296 1,662 0 11 Oct 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 126 910 0 01 Aug 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 99 532 0 15 Jun 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 122 224 0 01 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 174 3,292 0 08 May 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 53 351 0 18 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 124 2,142 0 09 Mar 2017
A Convolutional Encoder Model for Neural Machine Translation Jonas Gehring Michael Auli David Grangier Yann N. Dauphin 92 450 0 07 Nov 2016
Vocabulary Selection Strategies for Neural Machine Translation Gurvan L'Hostis David Grangier Michael Auli 69 41 0 01 Oct 2016
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 102 677 0 06 Sep 2016
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding Ngoc Thang Vu 62 60 0 24 Jun 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 232 4,018 0 04 Mar 2016
Many Languages, One Parser Bridger Waleed Ammar George Mulcaire Miguel Ballesteros Chris Dyer Noah A. Smith 100 227 0 04 Feb 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 420 7,971 0 17 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014