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Topic model : Steyvers, Mark; Griffiths, Tom (2007). "Probabilistic Topic Models". In Landauer, T.; McNamara, D; Dennis, S.; et al. (eds.). Handbook of Latent Semantic Analysis (PDF). Psychology Press. ISBN 978-0-8058-5418-3. Archived from the original (PDF) on 2013-06-24. Blei, D.M.; Lafferty, J.D. (2009). "Topic Mode... |
Topic model : Mimno, David. "Topic modeling bibliography". Brett, Megan R. "Topic Modeling: A Basic Introduction". Journal of Digital Humanities. Topic Models Applied to Online News and Reviews Video of a Google Tech Talk presentation by Alice Oh on topic modeling with LDA Modeling Science: Dynamic Topic Models of Scho... |
Trigram tagger : In computational linguistics, a trigram tagger is a statistical method for automatically identifying words as being nouns, verbs, adjectives, adverbs, etc. based on second order Markov models that consider triples of consecutive words. It is trained on a text corpus as a method to predict the next word... |
Trigram tagger : Kempe Andre (1993). "A stochastic Tagger and an Analysis of Tagging Errors". Internal paper. Institute for Computational Linguistics, Universität Stuttgart. Brants, T. (2000) TnT - A Statistical Part-of-Speech Tagger, Proc 6th Applied Natural Language Processing Conference, ANLP-200 |
Trigram tagger : TnT -- Statistical Part-of-Speech Tagging by Thorsten Brants |
Word n-gram language model : A word n-gram language model is a purely statistical model of language. It has been superseded by recurrent neural network–based models, which have been superseded by large language models. It is based on an assumption that the probability of the next word in a sequence depends only on a fi... |
Word n-gram language model : A special case, where n = 1, is called a unigram model. Probability of each word in a sequence is independent from probabilities of other word in the sequence. Each word's probability in the sequence is equal to the word's probability in an entire document. P uni ( t 1 t 2 t 3 ) = P ( t 1 )... |
Word n-gram language model : In a bigram word (n = 2) language model, the probability of the sentence I saw the red house is approximated as P ( I, saw, the, red, house ) ≈ P ( I ∣ ⟨ s ⟩ ) P ( saw ∣ I ) P ( the ∣ saw ) P ( red ∣ the ) P ( house ∣ red ) P ( ⟨ / s ⟩ ∣ house ) )\approx P(\mid \langle s\rangle )P(\mid )P(\... |
Word n-gram language model : In a trigram (n = 3) language model, the approximation is P ( I, saw, the, red, house ) ≈ P ( I ∣ ⟨ s ⟩ , ⟨ s ⟩ ) P ( saw ∣ ⟨ s ⟩ , I ) P ( the ∣ I, saw ) P ( red ∣ saw, the ) P ( house ∣ the, red ) P ( ⟨ / s ⟩ ∣ red, house ) )\approx P(\mid \langle s\rangle ,\langle s\rangle )P(\mid \langl... |
Word n-gram language model : The approximation method calculates the probability P ( w 1 , … , w m ) ,\ldots ,w_) of observing the sentence w 1 , … , w m ,\ldots ,w_ P ( w 1 , … , w m ) = ∏ i = 1 m P ( w i ∣ w 1 , … , w i − 1 ) ≈ ∏ i = 2 m P ( w i ∣ w i − ( n − 1 ) , … , w i − 1 ) ,\ldots ,w_)=\prod _^P(w_\mid w_,\ldot... |
Word n-gram language model : n-grams were also used for approximate matching. If we convert strings (with only letters in the English alphabet) into character 3-grams, we get a 26 3 -dimensional space (the first dimension measures the number of occurrences of "aaa", the second "aab", and so forth for all possible comb... |
Word n-gram language model : To choose a value for n in an n-gram model, it is necessary to find the right trade-off between the stability of the estimate against its appropriateness. This means that trigram (i.e. triplets of words) is a common choice with large training corpora (millions of words), whereas a bigram is... |
Word n-gram language model : Syntactic n-grams are n-grams defined by paths in syntactic dependency or constituent trees rather than the linear structure of the text. For example, the sentence "economic news has little effect on financial markets" can be transformed to syntactic n-grams following the tree structure of ... |
Word n-gram language model : n-grams find use in several areas of computer science, computational linguistics, and applied mathematics. They have been used to: design kernels that allow machine learning algorithms such as support vector machines to learn from string data find likely candidates for the correct spelling ... |
Word n-gram language model : Collocation Feature engineering Hidden Markov model Longest common substring MinHash n-tuple String kernel == References == |
Writer invariant : Writer invariant, also called authorial invariant or author's invariant, is a property of a text which is invariant of its author, that is, it will be similar in all texts of a given author and different in texts of different authors. It can be used to find plagiarism or discover who is real author o... |
Writer invariant : Stylometry Writeprint == References == |
Nabil Ali : Nabil Ali Mohammed Abd AL Azeez (Arabic:نبيل علي) (3 January 1938 – 27 January 2016) was an Egyptian scientist, writer, and intellectual who worked in the field of natural language processing and computational linguistics. Ali is considered a pioneer of Arabic language computing, making significant innovati... |
Nabil Ali : Ali earned a bachelor's degree in Aeronautical Engineering in 1960, and a master's degree in 1967. In 1971, he earned a PhD in Aeronautics. From 1961 to 1972 Ali worked as an engineering officer in the Egyptian Air Force, specializing in maintenance and training. In 1972, he shifted focus to computing, and ... |
Nabil Ali : 1994: General Book Authority Award for Best Book (in the field of future studies). 2003: General Book Authority Award for Best Culture Book (in the field of "Challenges of the Information Age"). 2007: General Book Authority "Innovation in Information Technology" Award. 2012: King Faisal International Award,... |
Nabil Ali : Arabic Language and Computer (Research study), Dar Localization, 1988. Al Arab and the Information Age, Knowledge World Series No. 184, April 1994. Arab Culture and the Information Age: A Vision for the Future of Arab Culture Discourse, World of Knowledge Series, No. 265 January 2001. The Digital Gap: an Ar... |
Nabil Ali : On 3 January 2020, Google Doodle celebrated Nabil Ali Mohamed's 82nd Birthday. |
Nabil Ali : Arab Sites and Their Place in the Era of Information Culture – Nabil Ali, Expert in Information Technology and Computational Linguistics, Without Borders Program, 23 March 2001. |
James F. Allen (computer scientist) : James Frederick Allen (born 1950) is an American computational linguist recognized for his contributions to temporal logic, in particular Allen's interval algebra. He is interested in knowledge representation, commonsense reasoning, and natural language understanding, believing tha... |
James F. Allen (computer scientist) : Allen received his Ph.D. from the University of Toronto in 1979, under the supervision of C. Raymond Perrault, after which he joined the faculty at Rochester. At Rochester, he was department chair from 1987 to 1990, directed the Cognitive Science Program from 1992 to 1996, and co-d... |
James F. Allen (computer scientist) : In 1991 he was elected as a fellow of the Association for the Advancement of Artificial Intelligence (1990, founding fellow). In 1992 he became the Dessaurer Professor at Rochester. |
James F. Allen (computer scientist) : James F. Allen's Home Page Google Scholar, h-index is 59. |
Sophia Ananiadou : Sophia Ananiadou is a Greek-British computer scientist and computational linguist. She led the development of and directs the National Centre for Text Mining (NaCTeM) in the United Kingdom. She is also Professor in Computer Science in the Department of Computer Science at the University of Manchester... |
Sophia Ananiadou : Ananiadou was educated at the Lycée français St Joseph in Athens, Greece (1969–1975). She received a Bachelor of Arts (Ptychion) from the University of Athens (1979), a Master of Advanced Studies (DEA) in Linguistics from Paris VII, Jussieu, France (1980), a DEA in Literature from Paris IV, Sorbonne,... |
Sophia Ananiadou : Ananiadou was a research assistant at Dalle Molle Institute for Semantic and Cognitive Studies (ISSCO, 1983–1984), a research assistant (1985–1988) then research associate (1988–1993) in the department of language engineering at UMIST, senior lecturer at Manchester Metropolitan University (1993–1999)... |
Regina Barzilay : Regina Barzilay (born 1970) is an Israeli-American computer scientist. She is a professor at the Massachusetts Institute of Technology and a faculty lead for artificial intelligence at the MIT Jameel Clinic. Her research interests are in natural language processing and applications of deep learning to... |
Regina Barzilay : Barzilay was born in Chișinău, Moldova and emigrated to Israel with her parents at the age of 20. She received bachelor and masters degrees from Ben-Gurion University of the Negev in 1993 and 1998, respectively. She obtained a PhD in computer science from Columbia University in 2003 for research super... |
Regina Barzilay : After her PhD, she spent a year as a postdoctoral researcher at Cornell University. She was appointed as Delta Electronics Professor of Electrical Engineering and Computer Science at MIT in 2016. She was diagnosed with breast cancer in 2014, which prompted her to conduct research in oncology. Barzilay... |
Regina Barzilay : In 2017, Barzilay won the MacArthur Fellowship, known as the "Genius Grant", for "developing machine learning methods that enable computers to process and analyze vast amounts of human language data." She is also a recipient of various awards including the NSF Career Award, the MIT Technology Review T... |
Tamara Berg : Tamara Lee Berg is a tenured associate professor at the University of North Carolina at Chapel Hill and a research scientist manager at Facebook AML/FAIR. |
Tamara Berg : Berg obtained her PhD in computer science from the University of California, Berkeley in 2007 as a member of the Berkeley Computer Vision Group. She was an assistant professor at Stony Brook University from 2008 to 2013 before joining University of North Carolina Chapel Hill in 2013. |
Tamara Berg : Berg's research interests are at the boundary of computer vision and natural language processing. In particular, she focuses on understanding the connections between vision and language, for example, to automatically identify people in news photographs, for generating natural language descriptions for ima... |
Tamara Berg : 2019 Mark Everingham Prize 2013 Marr Prize at the International Conference on Computer Vision 2011 National Science Foundation Career Award |
Tamara Berg : Berg is married to fellow computer vision researcher Alexander Berg. == References == |
Pushpak Bhattacharyya : Pushpak Bhattacharyya is a computer scientist and a professor at Computer Science and Engineering Department, IIT Bombay. He served as the director of Indian Institute of Technology Patna from 2015 to 2021. He is regarded as the Godfather of NLP in India, mentioned by Nandan Nilekani, Co-founder... |
Pushpak Bhattacharyya : He completed his undergraduate studies from IIT Kharagpur (B. Tech.) and Masters from IIT Kanpur (M.Tech). He finished his Ph.D. from IIT Bombay in 1994. |
Pushpak Bhattacharyya : His research areas are Natural Language Processing, Artificial Intelligence, Machine Learning, Psycholinguistics, Eye Tracking, Information Retrieval, and Indian Language WordNets - IndoWordNet. A significant contribution of his research is Multilingual Lexical Knowledge Bases like IndoWordNet a... |
Pushpak Bhattacharyya : Patwardhan Award of IIT Bombay for Technology Development VNMM award of IIT Roorkee for Technology Development Fellow of National Academy of Engineering Eminent Engineer awardee of Institution of Engineers |
Pushpak Bhattacharyya : Homepage Publications NPTEL Lectures on NLP CFILT Pushpak Bhattacharyya publications indexed by Google Scholar |
Eric Brill : Eric Brill is a computer scientist specializing in natural language processing. He created the Brill tagger, a supervised part of speech tagger. Another research paper of Brill introduced a machine learning technique now known as transformation-based learning. |
Eric Brill : Brill earned a BA in mathematics from the University of Chicago in 1987 and a MS in Computer Science from UT Austin in 1989. In 1994, he completed his PhD at the University of Pennsylvania. He was an assistant professor at Johns Hopkins University from 1994 to 1999. In 1999, he left JHU for Microsoft Resea... |
Jaime Carbonell : Jaime Guillermo Carbonell (July 29, 1953 – February 28, 2020) was a computer scientist who made seminal contributions to the development of natural language processing tools and technologies. His extensive research in machine translation resulted in the development of several state-of-the-art language... |
Jaime Carbonell : Carbonell was the Allen Newell Professor of Computer Science and head of the Language Technologies Institute at Carnegie Mellon University. He joined Carnegie Mellon in 1979 and became a key faculty member in the artificial intelligence area. He was appointed full professor in 1987, Newell Chair in 19... |
Jaime Carbonell : Some of Carbonell's major scientific accomplishments included the creation of MMR (maximal marginal relevance) technology for text summarization and informational novelty detection in search engines, invention of transformational analogy, a generalized method for case-based reasoning (CBR) to re-use, ... |
Jaime Carbonell : Okawa Prize, 2015 Best paper award, “Translingual Search” w/Yang, International Joint Conference on AI, 1997 Allen Newell endowed chair, Carnegie Mellon University, 1995 Elected fellow of AAAI, 1991 Computer Science teaching award, Carnegie Mellon University, 1987 Sperry Fellowship for excellence in A... |
Jaime Carbonell : “Protein Quaternary Fold Recognition Using Conditional Graphical Models” IJCAI 2007 (w/Liu et al.) “Context-Based Machine Translation” AMTA 2006 (w/Klein et al.) “SCRFs: A New Approach for Protein Fold Recognition,’’ Journal of Computational Biology, 13,2, 2006 (w/Liu et al) “MT for Resource-Poor Lang... |
Jaime Carbonell : Home Page List of publications |
Claire Cardie : Claire Cardie is an American computer scientist specializing in natural language processing. Since 2006, she has been a professor of computer science and information science at Cornell University, and from 2010 to 2011 she was the first Charles and Barbara Weiss Chair of Information Science at Cornell. ... |
Claire Cardie : Cardie is a 1982 graduate of Yale University, majoring in computer science. After working for several companies as a computer programmer, she returned to graduate study in the late 1980s and completed her Ph.D. at the University of Massachusetts Amherst in 1994. Her dissertation, Domain-Specific Knowled... |
Claire Cardie : Cardie became a Fellow of the Association for Computational Linguistics in 2016. She was elected as an ACM Fellow in 2019 "for contributions to natural language processing, including coreference resolution, information and opinion extraction". She was named to the 2021 class of Fellows of the American A... |
Claire Cardie : Home page Claire Cardie publications indexed by Google Scholar |
Marine Carpuat : Marine Carpuat is a computer scientist who works on machine translation and natural language processing. She is known for her research connecting cross-lingual semantics with machine translation. She has been recognized with a NSF Career Award in 2018, a Google Research award in 2016, and Amazon Facult... |
Marine Carpuat : Marine Carpuat obtained her MPhil and PhD from Hong Kong University of Science and Technology in 2008 under the supervision of Dekai Wu. Her PhD thesis was on the topic of machine translation, and demonstrated the first results showing that explicit modeling of lexical semantics could improve the accur... |
Marine Carpuat : After completing her education, Carpuat worked at the National Research Council Canada as a researcher. In 2015, she joined University of Maryland as an assistant professor in Computer Science where she is a member of the CLIP lab. Carpuat works in the area of natural language processing with a focus o... |
Marine Carpuat : 2016 Google Research Award 2016, 2018 Amazon Research Awards 2018 NSF Career Award |
Marine Carpuat : Marine Carpuat publications indexed by Google Scholar |
Eugene Charniak : Eugene Charniak (1946 – June 13, 2023) was a professor of computer Science and cognitive Science at Brown University. He held an A.B. in Physics from the University of Chicago and a Ph.D. from M.I.T. in Computer Science. His research was in the area of language understanding or technologies which rela... |
Eugene Charniak : He published six books: Computational Semantics, (with Yorick Wilks), Amsterdam: North-Holland (1976) Artificial Intelligence Programming (now in a second edition) (with Chris Riesbeck, Drew McDermott, and James Meehan), Hillsdale NJ: Lawrence Erlbaum Associates (1980, 1987) Introduction to Artificial... |
Eugene Charniak : Eugene Charniak's homepage at Brown University Eugene Charniak at the Mathematics Genealogy Project "The Nature Of Life, The Nature Of Thinking: Looking Back On Eugene Charniak’s Work And Life" |
Bidyut Baran Chaudhuri : Bidyut Baran Chaudhuri (B. B. Chauduri) is a senior computer scientist and an emeritus professor of Techno India University in West Bengal, India. He is also adjuncted to Indian Statistical Institute, where he was a professor for about three decades. He was the founding Head of Computer Vision ... |
Bidyut Baran Chaudhuri : Chaudhuri received his BSc (Hons.), BTech and MTech degrees from University of Calcutta, India in 1969, 1972 and 1974, respectively and PhD Degree from Indian Institute of Technology Kanpur in 1980. He did his post-doc work during 1981-1982 from Queen's University, U.K, through Leverhulme Overs... |
Bidyut Baran Chaudhuri : Chaudhuri has been elected as a Life Fellow of IEEE "for contributions to pattern recognition, especially Indian language script OCR, document processing and natural language processing". He has become a Fellow of International Association for Pattern Recognition (IAPR) "for contributions to ch... |
Bidyut Baran Chaudhuri : Bidyut Baran Chaudhuri publications indexed by Google Scholar ISI Official Homepage (old) INSA Books at Amazon Publications from DBLP |
Danqi Chen : Danqi Chen (simplified Chinese: 陈丹琦; traditional Chinese: 陳丹琦; pinyin: Chén Dānqí, IPA: [ʈ͡ʂʰə̌n tan t͡ɕʰǐ]; born in Changsha, China) is a Chinese computer scientist and assistant professor at Princeton University specializing in the AI field of natural language processing (NLP). In 2019, she joined the Pr... |
Cheng Xiang Zhai : ChengXiang Zhai is a computer scientist. He is a Donald Biggar Willett Professor in Engineering in the Department of Computer Science at the University of Illinois at Urbana-Champaign. |
Cheng Xiang Zhai : Zhai received the BS (1984), MS (1987, under Guoliang Zheng), and PhD (1990, under Jiafu Xu) in Computer Science from Nanjing University. He spent 1990 to 1993 working at Nanjing University's State Key Laboratory for Novel Software Technology. In 1993, he left for America to pursue a second PhD, this... |
Cheng Xiang Zhai : ACM SIGIR Gerard Salton Award, 2021, "for significant and sustained contributions to information retrieval and data science. His work has defined many of the theoretical foundations of the language modeling approach, yielding major insights into areas such as smoothing methods, relevance feedback, to... |
Cheng Xiang Zhai : Zhai's son Alex has earned three medals at the International Mathematical Olympiad. == References == |
Yejin Choi : Yejin Choi (Korean: 최예진; born 1977) is the Wissner-Slivka Chair of Computer Science at the University of Washington. Her research considers natural language processing and computer vision. |
Yejin Choi : Choi is from South Korea. She attended Seoul National University. After earning a bachelor's degree in Computer Science, Choi moved to the United States, where she joined Cornell University as a graduate student. There she worked with Claire Cardie on natural language processing. After earning her doctorat... |
Yejin Choi : In 2018 Choi joined the Allen Institute for AI. Her research looks to endow computers with a statistical understanding of written language. She became interested in neural networks and their application in artificial intelligence. She started to assemble a knowledge base that became known as the atlas of m... |
Yejin Choi : 2013 International Conference on Computer Vision Marr Prize 2016 Institute of Electrical and Electronics Engineers AI One to Watch 2017 Facebook ParlAI Research Award 2018 Anita Borg Early Career Award 2020 Association for the Advancement of Artificial Intelligence Outstanding Paper Award 2021 Conference o... |
Yejin Choi : Ott, Myle; Choi, Yejin; Cardie, Claire; Hancock, Jeffrey T. (2011). "Finding Deceptive Opinion Spam by Any Stretch of the Imagination". Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies. Portland, Oregon, USA: Association for Computational ... |
Bob Coecke : Bob Coecke (born 23 July 1968) is a Belgian theoretical physicist and logician who is Chief Scientist at quantum computing company Quantinuum. He was Professor of Quantum foundations, Logics, and Structures at Oxford University until 2020. He is also Distinguished Visiting Research Chair at the Perimeter I... |
Bob Coecke : Coecke obtained his doctorate in sciences at the Vrije Universiteit Brussel in 1996, and performed postdoctoral work in the Theoretical Physics Group of Imperial College, London in the Category Theory Group of the Mathematics and Statistics Department at McGill University in Montreal, in the Department of ... |
Bob Coecke : Coecke's research focuses on the foundations of physics, more particularly category theory, logic, and diagrammatic reasoning, with application to quantum informatics, quantum gravity, and NLP. He has pioneered categorical quantum mechanics together with Samson Abramsky, and spearheaded the development of ... |
Bob Coecke : Coecke is also a musician, performing and recording since the eighties. He retrospectively has been named a pioneer of industrial music. His band, Black Tish, "used cutting edge sampling techniques for the time, a host of synth and sound loops and metal-style guitars to create a heavy rock/electronica fusi... |
Bob Coecke : Textbooks Bob Coecke, Aleks Kissinger:Picturing Quantum Processes. A First Course in Quantum Theory and Diagrammatic Reasoning, Cambridge University Press, 2017, ISBN 978-1316219317 Bob Coecke, Stefano Gogioso:Quantum in Pictures, Quantinuum, 2022, ISBN 978-1-7392147-1-5 Books (as editor) Bob Coecke, David... |
Bob Coecke : Publications at Google Scholar Publications at DBLP Computer Science Bibliography |
Michael Collins (computational linguist) : Michael J. Collins (born 4 March 1970) is a researcher in the field of computational linguistics. He is the Vikram S. Pandit Professor of Computer Science at Columbia University. His research interests are in natural language processing as well as machine learning and he has m... |
Michael Collins (computational linguist) : Parser for Penn Wall Street Journal corpus Collins's Columbia website |
Ann Copestake : Ann Alicia Copestake is professor of computational linguistics and head of the Department of Computer Science and Technology at the University of Cambridge and a fellow of Wolfson College, Cambridge. |
Ann Copestake : Copestake was educated at the University of Cambridge where she was awarded a Bachelor of Arts degree in Natural Sciences. After two years working for Unilever Research she completed the Cambridge Diploma in Computer Science. She went on to study at the University of Sussex where she was awarded a PhD i... |
Ann Copestake : Copestake started doing research in Natural language processing and Computational Linguistics at the University of Cambridge in 1985. Since then she has been a visiting researcher at Xerox PARC (1993/4) and the University of Stuttgart (1994/5). From July 1994 to October 2000 she worked at the Center for... |
James Curran (educator) : James R. Curran is the former CEO of Grok Academy, a computational linguist and previously a senior lecturer at the University of Sydney. He holds a PhD in Informatics from the University of Edinburgh. |
James Curran (educator) : Curran's research focuses on natural language processing (NLP), more specifically combinatory categorial grammar and question answering systems. In addition to his contributions to NLP, Curran has produced a paper on the development of search engines to assist in driving problem based learning... |
James Curran (educator) : Curran has co-authored software packages such as C&C tools, a CCG parser (with Stephen Clark). |
James Curran (educator) : In addition to his work as a University of Sydney lecturer, Curran directed the National Computer Science School, an annual summer school for technologically talented high school students. In 2013, based on their work with NCSS, he, Tara Murphy, Nicky Ringland and Tim Dawborn founded Grok Lear... |
James Curran (educator) : In October 2024 he resigned from his position as CEO and board member of Grok Academy after multiple allegations of harassment were substantiated by an independent investigator. It was reported that over a 10-year span there were nine women, including six who were in high school at the time, t... |
James Curran (educator) : Homepage at the University of Sydney Archived 2008-12-29 at the Wayback Machine |
Angelo Dalli : Angelo Dalli (born 14 April 1978) is a computer scientist specialising in artificial intelligence, a serial entrepreneur, and business angel investor. |
Angelo Dalli : Dalli was born in Malta and grew up in the town of Birżebbuġa. Dalli was educated at the Archbishop's Seminary, Malta and represented Malta in the Young European Environmental Research contest held in Cologne in 1994. Dalli represented Malta in the International Olympiad in Informatics held in Eindhoven ... |
Angelo Dalli : After graduating from the University of Malta, Dalli spent time lecturing on artificial intelligence and natural language processing before reading for his PhD at the University of Sheffield under the supervision of Yorick Wilks. Dalli has published over 23 peer reviewed papers in the artificial intellig... |
Angelo Dalli : Angelo is an angel investor active in the high-tech startup scene, and is a member of EBAN, and World Business Angel Forum senator. Angelo has been encouraging Maltese startups via various public events including the Zest and Budding Rockstars conferences and co-founded BAM, the Malta Business Angel netw... |
Frederick J. Damerau : Frederick J. Damerau (December 25, 1931 – January 27, 2009) was a pioneer of research on natural language processing and data mining. After earning his B.A. from Cornell University in 1953, he spent most of his career at IBM, in the Thomas J. Watson Research Center. He holds a PhD from Yale Unive... |
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