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Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

2 July 2018

Papers citing "Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing"

50 / 62 papers shown

Title
Monolingual and Multilingual Misinformation Detection for Low-Resource Languages: A Comprehensive Survey Xinyu Wang Wenbo Zhang Sarah Rajtmajer 80 3 0 24 Oct 2024
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? Seth Aycock David Stap Di Wu Christof Monz Khalil Simaán 87 8 0 27 Sep 2024
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 136 76 0 16 Oct 2023
Morphological Word Embeddings Ryan Cotterell Hinrich Schütze 53 101 0 04 Jul 2019
XNLI: Evaluating Cross-lingual Sentence Representations Alexis Conneau Guillaume Lample Ruty Rinott Adina Williams Samuel R. Bowman Holger Schwenk Veselin Stoyanov ELM 90 1,388 0 13 Sep 2018
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization Edoardo Ponti Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen VLM 54 48 0 11 Sep 2018
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision Hai Wang Hoifung Poon UQCV 49 53 0 26 Aug 2018
A Deep Generative Model of Vowel Formant Typology Ryan Cotterell Jason Eisner 25 7 0 08 Jul 2018
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen 75 44 0 08 May 2018
From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings Johannes Bjerva Isabelle Augenstein 44 41 0 23 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,565 0 15 Feb 2018
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 95 772 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 293 1,662 0 11 Oct 2017
Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning D. Wang Jason Eisner 53 17 0 11 Oct 2017
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages D. Wang Jason Eisner 57 58 0 10 Oct 2017
Learning Language Representations for Typology Prediction Chaitanya Malaviya Graham Neubig Patrick Littell 83 109 0 29 Jul 2017
Multilingual Hierarchical Attention Networks for Document Classification Nikolaos Pappas Andrei Popescu-Belis 58 139 0 04 Jul 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules Ivan Vulić N. Mrksic Roi Reichart Diarmuid Ó Séaghdha S. Young Anna Korhonen 73 48 0 01 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 114 224 0 01 Jun 2017
Decoding Sentiment from Distributed Representations of Sentences Edoardo Ponti Ivan Vulić Anna Korhonen 37 5 0 17 May 2017
Probabilistic Typology: Deep Generative Models of Vowel Inventories Ryan Cotterell Jason Eisner BDL 51 31 0 04 May 2017
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary Meng Fang Trevor Cohn 57 73 0 01 May 2017
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages Ehsaneddin Asgari Hinrich Schütze 53 47 0 28 Apr 2017
Cross-lingual and cross-domain discourse segmentation of entire documents Chloé Braud Ophélie Lacroix Anders Søgaard 46 35 0 13 Apr 2017
Continuous multilinguality with language vectors Robert Östling Jörg Tiedemann 62 82 0 22 Dec 2016
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder Thanh-Le Ha Jan Niehues A. Waibel AI4CE 80 291 0 15 Nov 2016
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 129 2,096 0 14 Nov 2016
Survey on the Use of Typological Information in Natural Language Processing Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Anna Korhonen 38 49 0 11 Oct 2016
Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks O. Zennaki N. Semmar Laurent Besacier 22 14 0 29 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 232 9,986 0 15 Jul 2016
Learning Crosslingual Word Embeddings without Bilingual Corpora Long Duong H. Kanayama Tengfei Ma Steven Bird Trevor Cohn 90 115 0 30 Jun 2016
Linguistic Input Features Improve Neural Machine Translation Rico Sennrich Barry Haddow AI4CE 78 382 0 09 Jun 2016
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 269 316 0 06 Jun 2016
Exploiting Multi-typed Treebanks for Parsing with Deep Multi-task Learning Jiang Guo Wanxiang Che Haifeng Wang Ting Liu 32 21 0 03 Jun 2016
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning Yulia Tsvetkov Sunayana Sitaram Manaal Faruqui Guillaume Lample Patrick Littell David R. Mortensen A. Black Lori S. Levin Chris Dyer 69 66 0 12 May 2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison Shyam Upadhyay Manaal Faruqui Chris Dyer Dan Roth 80 187 0 01 Apr 2016
Classifying Syntactic Regularities for Hundreds of Languages Reed Coke Ben King Dragomir R. Radev 30 7 0 25 Mar 2016
Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL Yevgeni Berzak Roi Reichart Boris Katz 28 17 0 24 Mar 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 90 614 0 21 Mar 2016
Multi-Task Cross-Lingual Sequence Tagging from Scratch Zhilin Yang Ruslan Salakhutdinov William W. Cohen VLM 56 227 0 20 Mar 2016
A Bayesian Model of Multilingual Unsupervised Semantic Role Induction N. Garg James Henderson 27 3 0 04 Mar 2016
Counter-fitting Word Vectors to Linguistic Constraints N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic L. Rojas-Barahona Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 84 484 0 02 Mar 2016
Many Languages, One Parser Bridger Waleed Ammar George Mulcaire Miguel Ballesteros Chris Dyer Noah A. Smith 84 227 0 04 Feb 2016
Multilingual Language Processing From Bytes D. Gillick Clifford Brunk Oriol Vinyals A. Subramanya 74 223 0 01 Dec 2015
Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne Shashi Narayan Shay B. Cohen 77 27 0 03 Sep 2015
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes S. Rothe Hinrich Schütze 66 285 0 04 Jul 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 144 3,122 0 28 Feb 2015
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments Stephan Gouws Yoshua Bengio G. Corrado 61 392 0 09 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 91 253 0 16 May 2014