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about teaching projects blog i am a senior research associate in university of cambridge , junior research fellow in king's college , and a member of the natural language and information processing group . i am also a member of the alta group , an industry collaboration with cambridge english , with the goal of creating innovative new technologies for language learning and assessment. my research is on neural network architectures and machine learning algorithms for understanding, composing and generating natural language. before that, i was a member of the research team in swiftkey , where our goal was to focus on potential future technologies, thinking a few years ahead. one of my main projects was the neural network language model for text prediction , and my work resulted in a pending patent application for high-efficiency neural networks on mobile devices. swiftkey has since been acquired by microsoft . i received a phd degree as a member of churchill college in cambridge, with my thesis on minimally supervised dependency-based methods for natural language processing , under the supervision of professor ted briscoe . before that, in 2008-2009 i did an mphil course in the computer lab, called computer speech, text and internet technology. the topic of my dissertation was adaptive interactive information extraction. i also studied three years in tallinn university of technology where i got my bachelor's degree with the thesis creating a model for audiovisual speech in estonian . download: my cv research interests my main areas of interest include: neural networks and deep learning models educational applications and automated assessment distributional and compositional semantics unsupervised and semi-supervised learning text mining information extraction (bio)medical applications of nlp other interests piano, guitar, dancing (salsa, rock'n'roll, ballroom/latin), nature, geocaching, good movies, good books projects see the separate page that lists my projects . contact e-mail: marek ät marekrei dot com publications scoring lexical entailment with a supervised directional similarity network [ arxiv ] , daniela gerz and ivan vulić in proceedings of the 56th annual meeting of the association for computational linguistics (acl 2018) melbourne, australia, 2018 zero-shot sequence labeling: transferring knowledge from sentences to tokens [ pdf ] [ arxiv ] [ presentation ] and anders søgaard in proceedings of the 16th annual conference of the north american chapter of the association for computational linguistics: human language technologies (naacl 2018) new orleans, united states, 2018 variable typing: assigning meaning to variables in mathematical text [ pdf ] [ presentation ] yiannos stathopoulos, simon baker, and simone teufel in proceedings of the 16th annual conference of the north american chapter of the association for computational linguistics: human language technologies (naacl 2018) new orleans, united states, 2018 neural multi-task learning in automated assessment [ arxiv ] ronan cummins, arxiv:1801.06830, 2018 grasping the finer point: a supervised similarity network for metaphor detection [ pdf ] [ arxiv ] [ presentation ] [ code ] , luana bulat, douwe kiela and ekaterina shutova in proceedings of the 2017 conference on empirical methods in natural language processing (emnlp-2017) copenhagen, denmark, 2017 neural sequence-labelling models for grammatical error correction [ pdf ] helen yannakoudakis, , øistein e. andersen and zheng yuan in proceedings of the 2017 conference on empirical methods in natural language processing (emnlp-2017) copenhagen, denmark, 2017 artificial error generation with machine translation and syntactic patterns [ pdf ] [ arxiv ] , mariano felice, zheng yuan and ted briscoe in proceedings of the 12th workshop on innovative use of nlp for building educational applications (bea-2017) copenhagen, denmark, 2017 auxiliary objectives for neural error detection models [ pdf ] [ arxiv ] [ presentation ] and helen yannakoudakis in proceedings of the 12th workshop on innovative use of nlp for building educational applications (bea-2017) copenhagen, denmark, 2017 an error-oriented approach to word embedding pre-training [ pdf ] [ arxiv ] youmna farag, and ted briscoe in proceedings of the 12th workshop on innovative use of nlp for building educational applications (bea-2017) copenhagen, denmark, 2017 detecting off-topic responses to visual prompts [ pdf ] [ arxiv ] [ poster ] in proceedings of the 12th workshop on innovative use of nlp for building educational applications (bea-2017) copenhagen, denmark, 2017 semi-supervised multitask learning for sequence labeling [ pdf ] [ arxiv ] [ poster ] [ code ] in proceedings of the 55th annual meeting of the association for computational linguistics (acl-2017) vancouver, canada, 2017 attending to characters in neural sequence labeling models [ pdf ] [ arxiv ] [ poster ] [ code ] , gamal k.o. crichton and sampo pyysalo in proceedings of the 26th international conference on computational linguistics (coling-2016) osaka, japan, 2016 a joint model for word embedding and word morphology [ pdf ] [ arxiv ] kris cao and in proceedings of the 1st workshop on representation learning for nlp (repl4nlp-2016) berlin, germany, 2016 compositional sequence labeling models for error detection in learner writing [ pdf ] [ arxiv ] [ poster ] [ code ] and helen yannakoudakis in proceedings of the 54th annual meeting of the association for computational linguistics (acl-2016) berlin, germany, 2016 automatic text scoring using neural networks [ pdf ] [ arxiv ] [ poster ] dimitrios alikaniotis, helen yannakoudakis and in proceedings of the 54th annual meeting of the association for computational linguistics (acl-2016) berlin, germany, 2016 sentence similarity measures for fine-grained estimation of topical relevance in learner essays [ pdf ] [ arxiv ] [ weights ] [ code ] [ presentation ] and ronan cummins in proceedings of the 11th workshop on innovative use of nlp for building educational applications (bea) san diego, united states, 2016 online representation learning in recurrent neural language models [ pdf ] [ poster ] in proceedings of the 2015 conference on empirical methods in natural language processing (emnlp) lisbon, portugal, 2015 looking for hyponyms in vector space [ pdf ] [ vectorsets ] [ dataset ] [ presentation ] [ poster ] and ted briscoe in proceedings of the eighteenth conference on computational natural language learning (conll-14) baltimore, maryland, united states, 2014 parser lexicalisation through self-learning [ pdf ] [ poster ] and ted briscoe in proceedings of the 2013 conference of the north american chapter of the association for computational linguistics: human language technologies (naacl-hlt 2013). atlanta, united states, 2013 minimally supervised dependency-based methods for natural language processing [ tr pdf ] phd thesis, university of cambridge cambridge, united kingdom, 2013 unsupervised entailment detection between dependency graph fragments [ pdf ][ dataset ] and ted briscoe in proceedings of the 2011 workshop on biomedical natural language processing (bionlp-11). portland, united states, 2011 intelligent information access from scientific papers [ springer ][ draft pdf ] ted briscoe, karl harrison, andrew naish-guzman, andy parker, , advaith siddharthan, david sinclair, mark slater and rebecca watson current challenges in patent information retrieval, edited by mihai lupu, katja mayer, john tait and anthony j. trippe. springer, dordrecht, 2011 combining manual rules and supervised learning for hedge cue and scope detection [ pdf ] and ted briscoe the 14th conference on natural language learning (conll-10). uppsala, sweden, 2010 adaptive interactive information extraction [ pdf ] mphil thesis computer laboratory, university of cambridge, 2009

URL analysis for marekrei.com

http://www.marekrei.com/pub/rei%20-%202009%20-%20adaptive%20interactive%20information%20extraction.pdf
http://www.marekrei.com/pub/poster-2015-emnlp-bprnnlm.pdf
http://www.marekrei.com/pub/cv_-_marek_rei.pdf
http://www.marekrei.com/?cat=projects&page=fragmentail
http://www.marekrei.com/pub/presentation-2014-conll-hypgen.pdf
http://www.marekrei.com/pub/presentation-2017-bea-seqlabaux.pdf
http://www.marekrei.com/pub/presentation-2018-zeroshot-naacl.pdf
http://www.marekrei.com/pub/poster-2017-acl-lmcost.pdf
http://www.marekrei.com/pub/poster-2013-naacl-parser-lexicalisation.pdf
http://www.marekrei.com/projects/vectorsets
http://www.marekrei.com/pub/presentation-2018-typing-naacl.pdf
http://www.marekrei.com/projects/hypgen
http://www.marekrei.com/projects/weighted-embeddings
http://www.marekrei.com/pub/poster-2016-acl-essayscoring.pdf
http://www.marekrei.com/pub/presentation-2016-bea-sentence-similarity.pdf
cam.ac.uk
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