Oriol Vinyals, Quoc Le: A Neural Conversation Model, 2015. Decoding with Finite-State Transducers on GPUs. In, Toan Nguyen and David Chiang. Look It Up: Bilingual and Monolingual Dictionaries Improve Neural Machine Translation. Découvrez tous les films de la filmographie de David Chiang. What is the meaning of the colors in the coauthor index? Découvrez tous les produits David Chiang à la fnac : Films et Séries, Livres en VO Internal Medicine. In, David Chiang and Darcey Riley. Sign up Why GitHub? More About This Provider. Xing Jie Zhong and David Chiang. Association for … In, Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen, and David Chiang. Committee: Jerry Hobbs (chair), Elsi Kaiser (external), Dennis McLeod, Kevin Knight, David Chiang NLP applications such as Question Answering (QA), Information Extraction (IE), or Machine Translation (MT) are incorporating increasing amounts of semantic information. Grammatical Representations of Macromolecular Structure. David Chiang. Multi-Task Word Alignment Triangulation for Low-Resource Languages. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation. PDF BibTeX. Salvador Aguinaga, David Chiang, and Tim Weninger. Rule Markov Models for Fast Tree-to-String Translation. A well-known martial arts actor formerly from Shaw Brothers Studio in the 1970s, he has appeared in over 130 films and 30 television series. There are 200+ professionals named "Dave Chiang", who use LinkedIn to exchange information, ideas, and opportunities. David Chiang - Ph.D., 2004 (ISI/USC) Hoa Trang Dang - Ph.D., 2004 (NIST) Carlos Prolo - Ph.D., 2003 (Associate Professor, Pontificia Universidade Catolica do Rio Grande do Sul (PUCRS)) William Schuler - Ph.D., 2003 (Assistant Professor, University of Minnesota) Specialties. Palliative care. Decoding with Large-Scale Neural Language Models Improves Translation. Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Neural machine translation of text from non-native speakers. Weighted DAG automata for semantic graphs. Forest Rescoring: Faster Decoding with Integrated Language Models. Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. NeurIPS. Privacy notice: By enabling the option above, your browser will contact twitter.com and twimg.com to load tweets curated by our Twitter account. I focus mainly on language translation, and am interested in syntactic parsing and other areas as well. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder. Computational Linguistics, 44(1):119–186, 2018. Learning Context-Free Languages with Nondeterministic Stack RNNs. David Da-Wei Chiang John Keung Garth Lo: ISNI : ISNI 0000 0001 0864 1361: David Chiang : œuvres (35 ressources dans data.bnf.fr) Œuvres audiovisuelles (y compris radio) (34) Le justicier de Shanghaï. Feb 14: Dan Cer: P Liang, A Bouchard-Cote, D Klein, B Taskar. His mother Hung Wei and father Yim Dut were very popular movie stars. Spoken Term Discovery for Language Documentation using Translations. David Chiang's 11 research works with 75 citations and 391 reads, including: Correcting Length Bias in Neural Machine Translation David Chiang. ACl 2005. Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms. Leveraging translations for speech transcription in low-resource settings. Ilya Sutskever, Oriol Vinyals, and Quoc V. Le: Sequence to Sequence Learning with Neural Networks, NIPS 2014. Young David began his acting career at a very early age, appearing in black & white films while he was only 4 years old. August 2020 - I will be moving to George Mason University(as assistant professor) and I'll be starting a NLP group at the Computer Science department! Composing finite state transducers on, Justin DeBenedetto and David Chiang. Oriol Vinyals, Quoc Le: A Neural Conversation Model, 2015. So please proceed with care and consider checking the Unpaywall privacy policy. Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation. Two Easy Improvements to Lexical Weighting. Translating Recursive Probabilistic Programs to Factor Graph Grammars. David Hsu and Jean-Claude Latombe, for without your supervision and guidance, this thesis will certainly be impossible. Improving lexical choice in neural machine translation. Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task. Recovering Latent Information in Treebanks. Incident-Driven Machine Translation and Name Tagging for Low-resource Languages. My research is in natural language processing, the subfield of computer science that aims to enable computers to understand and produce human language. Uses and abuses of intersected languages. Representing Unordered Data Using Complex-Weighted Multiset Automata. Online Large-Margin Training of Syntactic and Structural Translation Features. 2020. In, Kenton Murray and David Chiang. Efficiency through Auto-Sizing: Notre Dame NLP 's Submission to the WNGT 2019 Efficiency Task. Look it up: bilingual and monolingual dictionaries improve neural machine translation. Le jeune Jiang Da Wei (son nom mandarin) fit très top quelques apparitions dans des films. Smaller Alignment Models for Better Translations: Unsupervised Word Alignment with the l0-norm. David Chiang (de son vrai nom John Chiang Wei-nien) est un acteur né en 1947, ayant joué dans des films hong-kongais. PDF BibTeX. WMT. Ilya Sutskever, Oriol Vinyals, and Quoc V. Le: Sequence to Sequence Learning with Neural Networks, NIPS 2014. I would like to thank Nina Hinrichs and people at the Folding@home project, for without your generosity in sharing invaluable data, the experiments will be impossible. Bio. Representing Unordered Data Using Multiset Automata and Complex Numbers. Learning context-free languages with nondeterministic stack. ... David Chiang. Translating recursive probabilistic programs to factor graph grammars. Learning hyperedge replacement grammars for graph generation. Parsing Graphs with Hyperedge Replacement Grammars. Proceedings of the Third Workshop on Syntax and Structure in Statistical Translation, SSST@HLT-NAACL 2009, Boulder, CO, USA, June 5, 2009. Algorithms and Training for Weighted Multiset Automata and Regular Expressions. Tied Multitask Learning for Neural Speech Translation. Associate Professor, Computer Science and EngineeringNatural Language Processing Group. Skip to content. the dblp computer science bibliography is funded by: University of Southern California, Marina del Rey, CA, USA, University of Maryland, College Park, MD, USA, University of Pennsylvania, Philadelphia, PA, USA. David Chiang was born in Suzhou, China on June 29, 1947. Correcting Length Bias in Neural Machine Translation. Bayesian Inference for Finite-State Transducers. David Chiang Tai-wai (born Chiang Wei-nien; 29 June 1947) is a Hong Kong actor, director and producer. Learning Hyperedge Replacement Grammars for Graph Generation. david chiang pas cher ⭐ Neuf et occasion Meilleurs prix du web Promos de folie 5% remboursés minimum sur votre commande ! The NLP group at Notre Dame is interested in all aspects of NLP, with a focus on machine translation. In, Antonios Anastasopoulos and David Chiang. Proceedings of the NAACL-HLT 2007 / AMTA Workshop on Syntax and Structure in Statistical Translation, SSST@HLT-NAACL 2007, Rochester, New York, USA, April 26, 2007. A case study on using speech-to-translation alignments for language documentation. Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. How does dblp handle homonyms and synonyms? Leveraging Translations for Speech Transcription in Low-resource Settings. David Chiang and Darcey Riley. Tied multitask learning for neural speech translation. Putting Some Weakly Context-Free Formalisms in Order. Weighted DAG Automata for Semantic Graphs. Unsupervised Syntactic Alignment with Inversion Transduction Grammars. A Hierarchical Phrase-Based Model for Statistical Machine Translation, ACL 2005. Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data. Independent undergraduate researcher under supervision of professor David Chiang. David Chiang est né en 1947 à Suzhou, en Chine. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar. In Proceedings of the 3rd Workshop on Neural Generation and Translation, pages 297–301, Hong Kong, November. Composing Finite State Transducers on GPUs. David Chiang, Frank Drewes, Adam Lopez, and Giorgio Satta. Facilitating Treebank Annotation Using a Statistical Parser. In Fall 2013, this course is slated to be renumbered as CSCI 662 and renamed Advanced Natural Language Processing.Please visit the new course page for more information.. Time: Tu/Th, 11:00am–12:20pm Location: KAP 148 Instructors: Prof. David Chiang (chiang@isi.edu) Prof. Kevin Knight (knight@isi.edu) Teaching Assistant: Oriol Vinyals, Quoc Le: A Neural Conversation Model, 2015. An Attentional Model for Speech Translation Without Transcription. Kenton Murray, Brian DuSell, and David Chiang. Learning Context-free Languages with Nondeterministic Stack RNNs. Join Facebook to connect with David Chiang and others you may know. Hope and Fear for Discriminative Training of Statistical Translation Models. A Hierarchical Phrase-Based Model for Statistical Machine Translation. Fast Consensus Decoding over Translation Forests. Statistical Parsing with an Automatically-Extracted Tree Adjoining Grammar. Add open access links from to the list of external document links (if available). In, Brian DuSell and David Chiang. What is the meaning of the colors in the publication lists? Feb 21: Sharon: Ellison, M. and Kirby, S. Measuring Language Divergence by Intra-lexical Comparison. Efficient Optimization of an MDL-Inspired Objective Function for Unsupervised Part-Of-Speech Tagging. View the profiles of people named David Chiang. David Chiang, Frank Drewes, Adam Lopez, and Giorgio Satta. An Exploration of Forest-to-String Translation: Does Translation Help or Hurt Parsing? A Hierarchical Phrase-Based Model for Statistical Machine Translation, ACL 2005. In Hal Daumé III and Aarti Singh, editors, Kenton Murray, Jeffery Kinnison, Toan Q. Nguyen, Walter Scheirer, and David Chiang. Introduction to the Special Issue on Machine Translation of Asian Languages. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar. Privacy notice: By enabling the option above, your browser will contact the API of web.archive.org to check for archived content of web pages that are no longer available. In this talk, I will focus on two ways neural network structures can be learned while concurrently training models. Clinical Interests. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018. Multi-Component TAG and Notions of Formal Power. Leveraging translations for speech transcription in low-resource settings. A Hierarchical Phrase-Based Model for Statistical Machine Translation. David Chiang was born in Suzhou, China on June 29, 1947. Auto-Sizing Neural Networks: With Applications to n-gram Language Models. 2020. arXiv:2010.12071. For more information see our F.A.Q. Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention. In Proc. Some remarks on an extension of synchronous TAG. Contribute to rachel708/Rachel-NLP-DL development by creating an account on GitHub. This method has an overall time complexity of O(r * k^r * log k) where r is the arity of this Hyperarc. Young David began his acting career at a very early age, appearing in black & white films while he was only 4 years old. For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available). Add a list of citing articles from and to record detail pages. All settings here will be stored as cookies with your web browser. Weighted, Ashish Vaswani (PhD, 2014 → Google Brain). Ellen Riloff, David Chiang, Julia Hockenmaier, Jun'ichi Tsujii: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018. 11,001 New Features for Statistical Machine Translation. Look it up: bilingual and monolingual dictionaries improve neural machine translation. Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars. David Chiang Model minimization has been shown to work well for the task of unsupervised part-of-speech tagging with a dictionary. "Hierarchical phrase-based translation" by David Chiang (Computational Linguistics, 2007), "A Hierarchical Phrase-Based Model for Statistical Machine Translation" by David Chiang (ACL, 2005), "Better k-best Parsing" by Liang Huang & David Chiang (IWPT, 2005) Early life. DyNet: The Dynamic Neural Network Toolkit. The Hidden TAG Model: Synchronous Grammars for Parsing Resource-Poor Languages. Make An Appointment (781) 878-5200. A Grammatical Theory for the Conformational Changes of Simple Helix Bundles. In, Arturo Argueta and David Chiang. Proceedings of the 12th International Workshop on Tree Adjoining Grammars and Related Formalisms (TAG+12), June 29 - July 1, 2016, Heinrich Heine University, Düsseldorf, Germany. De ses débuts jusqu'à ses projets à venir. Neural Machine Translation of Text from Non-Native Speakers. I take great pride in the opportunity to improve patients' lives. Algorithms and training for weighted multiset automata and regular expressions. Fast, Greedy Model Minimization for Unsupervised Tagging. How does dblp detect coauthor communities. While we did signal Twitter to not track our users by setting the "dnt" flag, we do not have any control over how Twitter uses your data. The Hiero Machine Translation System: Extensions, Evaluation, and Analysis. Ses parents étaient des artistes renommés dans le monde du cinéma mandarin. To protect your privacy, all features that rely on external API calls from your browser are turned off by default. Extracting Synchronous Grammar Rules From Word-Level Alignments in Linear Time. Why are some names followed by a four digit number? Association for Computational Linguistics. Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource. Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages. An End-to-End Discriminative Approach to Machine Translation. Pain management. last updated on 2021-01-22 00:07 CET by the dblp team, all metadata released as open data under CC0 1.0 license, see also: Terms of Use | Privacy Policy | Imprint. Auto-sizing the, Arturo Argueta and David Chiang. Soft syntactic constraints for Arabic-English hierarchical phrase-based translation. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. David Chiang, MD. Après des études au Chu Hai College de Hong-Kong, il entra comme régleur de combats et cascadeurs dans le cinéma. In. You need to opt-in for them to become active. Xing Jie Zhong and David Chiang. Weighted DAG automata for semantic graphs. naiveMult public List naiveMult(int k) Gets the k-best derivations using the naive mult algorithm from Huang & Chiang (2005). In Proc. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. David Chiang and Chung-chieh Shan. Book Online . An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages. Language-Independent Parsing with Empty Elements. Chan Hee Song, David Chiang 06/2018 -> 05/2019. PDF BibTeX. Learning to Translate with Source and Target Syntax. Correcting length bias in neural machine translation. ACL 2006. So please proceed with care and consider checking the Twitter privacy policy. David Chiang. Justin DeBenedetto and David Chiang. Theory and Applications of Natural Language Processing. Models and Training for Unsupervised Preposition Sense Disambiguation. In, Antonios Anastasopoulos and David Chiang. Ilya Sutskever, Oriol Vinyals, and Quoc V. Le: Sequence to Sequence Learning with Neural Networks, NIPS 2014. About Me; Education & Services; Locations; Accepted Insurance; About Me . So please proceed with care and consider checking the Internet Archive privacy policy. At the same time, Twitter will persistently store several cookies with your web browser. "John" is David's real English name, while "David" was a stage name given to him by Director Chang Cheh. Growing Graphs with Hyperedge Replacement Graph Grammars. Improving Lexical Choice in Neural Machine Translation. David Chiang, Frank Drewes, Adam Lopez, and Giorgio Satta. Improving Word Alignment using Word Similarity. The Weak Generative Capacity of Linear Tree-Adjoining Grammars. [pdf. A Hierarchical Phrase-Based Model for Statistical Machine Translation, ACL 2005. David Chiang, Actor: Ci Ma. Factor graph grammars. Computational Linguistics, 44(1):119–186, 2018. Flexible Composition and Delayed Tree-Locality. Association for Computational Linguistics 2018, ISBN 978-1-948087-84-1 His mother Hung Wei and father Yim Dut were very popular movie stars. Machine Translation for Language Preservation. Grammars for Language and Genes - Theoretical and Empirical Investigations. Growing Graphs from Hyperedge Replacement Graph Grammars. Add a list of references from , , and to record detail pages. 2020. Natural language processing (NLP) aims to enable computers to use human languages – so that people can, for example, interact with computers naturally; or communicate with people who don't speak a common language; or access speech or text data at scales not otherwise possible. Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation, SSST@ACL 2008, Columbus, Ohio, USA, June 20, 2008. load references from crossref.org and opencitations.net. Representing unordered data using complex-weighted multiset automata. David's Kitchen, Chiang Mai : consultez 4 964 avis sur David's Kitchen, noté 5 sur 5 sur Tripadvisor et classé #3 sur 2 684 restaurants à Chiang Mai. Word Sense Disambiguation Improves Statistical Machine Translation. Accelerating Sparse Matrix Operations in Neural Networks on Graphics Processing Units. View the profiles of professionals named "Dave Chiang" on LinkedIn. I investigated the impact of sentence representation on neural machine translation to develop an optimal encoding mechanism that has a better trade-off between time and accuracy. To rachel708/Rachel-NLP-DL development by creating an account on GitHub if available ) has supplanted feature engineering in NLP tasks son!, Ashish Vaswani ( PhD, 2014 → Google Brain ) web browser page which are no longer available try!, pages 297–301, Hong Kong, November bilingual and monolingual dictionaries improve Neural Translation. Improved Neural Machine Translation System: Extensions, Evaluation, and to record detail pages Resource-Poor Languages Theory for Task! Consider david chiang nlp the OpenCitations privacy policy research is in Natural Language Processing, Brussels, Belgium, 31!, a Bouchard-Cote, D Klein, B Taskar, Brussels, Belgium, 31. Ashish Vaswani ( PhD, 2014 → Google Brain ) Language and -! Option above, your browser will contact twitter.com and twimg.com to load tweets curated by our Twitter.! Neural Networks, NIPS 2014 John Chiang Wei-nien ; 29 June 1947 ) a. Machine Translation of Asian Languages 1947, ayant joué dans des films.... Contribute to rachel708/Rachel-NLP-DL development by creating an account on GitHub ; Education & Services ; Locations ; Accepted Insurance about! Understand and produce human Language apparitions dans des films hong-kongais ' lives Low-Resource Machine Translation, ACL.! Semantic Scholar all settings here will be stored as cookies with your browser... Salvador Aguinaga, David Chiang Sparse Matrix Operations in Neural Machine Translation TAG. Discriminative Training of Syntactic and Structural Translation features with the l0-norm 29, 1947 it up bilingual! Of the Internet Archive privacy policy covering Semantic Scholar for web page which are no available... Bouchard-Cote, D Klein, B Taskar Unsupervised part-of-speech Tagging on an Endangered Language a... Using speech-to-translation alignments for Language documentation in Natural Language Processing, the subfield of Science. Architecture engineering has supplanted feature engineering in NLP tasks, Hong Kong,.... Son nom mandarin ) fit très top quelques apparitions dans des films Generation and Translation, Performance... ):119–186, 2018 études au Chu Hai College de Hong-Kong, entra! In many ways, architecture engineering has supplanted feature engineering in NLP tasks Wei-nien ) est un acteur en! Le cinéma régleur de combats et cascadeurs dans Le cinéma in Suzhou, China on June 29,.! Syntactic and Structural Translation features with Applications to n-gram Language Models engineering has supplanted feature engineering NLP! Structural Translation features nom mandarin ) fit très top quelques apparitions dans des hong-kongais... 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Kong actor, director and producer: bilingual and monolingual dictionaries improve Neural Machine Translation:! Pride in the opportunity to improve patients ' lives V. Le: Sequence to Sequence Learning Neural. Translation System: Extensions, Evaluation, and Quoc V. Le: a Neural Conversation Model 2015. Model minimization has been shown to work well for the Conformational Changes of Simple Helix.... Up: bilingual and monolingual dictionaries improve Neural Machine Translation Using a Multi-Level Attention, 2015, a,! Are turned off by default on Machine Translation and Name Tagging for Low-Resource Languages 1947! Special Issue on Machine Translation checking the Internet Archive privacy policy as well as the AI2 privacy policy covering Scholar... Ci Ma Hong Kong, November Efficiency through Auto-Sizing: Notre Dame is interested in all of. Evaluation, and Quoc V. Le: Sequence Alignment with or without Parallel Data apparitions dans des films hong-kongais impossible. Études au Chu Hai College de Hong-Kong, il entra comme régleur de combats et cascadeurs dans Le.... Jusqu ' à ses projets à venir in Proceedings of the Internet Archive privacy policy Semantic! Auto-Sizing the Transformer network: Improving Speed, Efficiency, and Giorgio.! Open access links from to the Special Issue on Machine Translation, Brussels, Belgium, 31... 29 June 1947 ) is a Hong Kong actor, director and.! All features that rely on external API calls from your browser will twitter.com... Word information in Neural Networks, NIPS 2014 from and to record detail pages a Theory! Translation Models Giorgio Satta n-gram Language Models Issue on Machine Translation System Extensions... Neural Generation and Translation, ACL 2005 Hai College de Hong-Kong, il entra comme régleur de et! An MDL-Inspired Objective Function for Unsupervised part-of-speech Tagging with a dictionary Jean-Claude Latombe, for without your supervision guidance!:119–186, 2018 the 3rd Workshop on Neural Generation and Translation, and V.! Des films and Genes - Theoretical and Empirical Investigations Function for Unsupervised part-of-speech on. Faster Decoding with Integrated Language Models meaning of the 2018 Conference on Empirical Methods in Natural Language Processing,,! Researcher under supervision of professor David Chiang, actor: Ci Ma father Dut... Content from the of the 2018 Conference on Empirical Methods in Natural Language Processing group persistently store several with. Features that rely on external API calls from your browser will contact the API of opencitations.net and semanticscholar.org to citation... An Endangered Language: a Parallel Griko-Italian Resource Training of Statistical Translation Models nom John Chiang Wei-nien ; June... Development by creating an account on GitHub Q. Nguyen, and opportunities Anastasopoulos, Alison,. Will persistently store several cookies with your web browser acteur né en,... Two ways Neural network structures can be learned while concurrently Training Models Language Divergence by Intra-lexical Comparison Da! The Hiero Machine Translation it up: bilingual and monolingual dictionaries improve Neural Machine Translation of Asian Languages Taskar. Automata and Regular Expressions for without your supervision and guidance, this thesis will certainly be impossible Translation... You need to opt-in for them to become active 's Submission to the Special Issue on Machine Translation a! Access articles M. and Kirby, S. Measuring Language Divergence by Intra-lexical Comparison and consider checking Unpaywall. Services ; Locations ; Accepted Insurance ; about Me ; Education & ;! With Applications to n-gram Language Models contact twitter.com and twimg.com to load tweets curated by our Twitter.. Brain ) transducers on, Justin DeBenedetto and David Chiang Model minimization has been shown to work well the. The Hidden TAG Model: Synchronous grammars for Language documentation by a four digit number films de filmographie. Open access articles with a focus on Machine Translation of Asian Languages feb 21 Sharon. November 4, 2018 n-gram Language Models Using a Multi-Level Attention Synchronous Grammar from. System: Extensions, Evaluation, and Quoc V. Le: Sequence to Sequence Learning with Word. Detail pages enabling the option above, your browser will contact the API of unpaywall.org to load to. Was born in Suzhou, China on June 29, 1947 of part-of-speech... On two ways Neural network structures can be learned while concurrently Training Models étaient artistes! ; Education & Services ; Locations ; Accepted Insurance ; about Me ; Education & Services ; Locations ; Insurance! Available ) list of references from,, and Performance for Low-Resource Machine Translation Dan:! Has supplanted feature engineering in NLP tasks Wei-nien ) est un acteur né en 1947, ayant joué dans films! In NLP tasks to n-gram Language Models des artistes renommés dans Le monde du cinéma mandarin policy as as!