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Stefan Ruseti

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2020 – today

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2020
[j2]
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  - journals/eait/WesteraPMSDGGNB20
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Wim Westera, Rui Prada, Samuel Mascarenhas, Pedro Santos, João Dias, Manuel Guimarães, Konstantinos Georgiadis, Enkhbold Nyamsuren, Kiavash Bahreini, Zerrin Yumak, Chris Christyowidiasmoro, Mihai Dascalu, Gabriel Gutu-Robu, Stefan Ruseti:
Artificial intelligence moving serious gaming: Presenting reusable game AI components. Educ. Inf. Technol. 25(1): 351-380 (2020)
[c30]
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  - conf/aied/DascaluRDMT20
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Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu:
Multi-document Cohesion Network Analysis: Visualizing Intratextual and Intertextual Links. AIED (2) 2020: 80-85
[c29]
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Mihai Masala, Stefan Ruseti, Mihai Dascalu:
RoBERT - A Romanian BERT Model. COLING 2020: 6626-6637
[c28]
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  - conf/ictai/CotetRD20
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Teodor-Mihai Cotet, Stefan Ruseti, Mihai Dascalu:
Neural Grammatical Error Correction for Romanian. ICTAI 2020: 625-631
[c27]
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  - conf/its/DascaluDRCTM20
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Maria-Dorinela Dascalu, Mihai Dascalu, Stefan Ruseti, Mihai Carabas, Stefan Trausan-Matu, Danielle S. McNamara:
Cohesion Network Analysis: Predicting Course Grades and Generating Sociograms for a Romanian Moodle Course. ITS 2020: 174-183
[c26]
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  - conf/synasc/TitiliucRD20
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Cosmin Titiliuc, Stefan Ruseti, Mihai Dascalu:
What's Been Happening in the Romanian News Landscape? A Detailed Analysis Grounded in Natural Language Processing Techniques. SYNASC 2020: 195-201
[i3]
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  - journals/corr/abs-2009-02743
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Stefan Ruseti, Teodor-Mihai Cotet, Mihai Dascalu:
Romanian Diacritics Restoration Using Recurrent Neural Networks. CoRR abs/2009.02743 (2020)

2010 – 2019

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2019
[c25]
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  - conf/aied/RusetiLGDJG19
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Stefan Ruseti, Raja Lala, Gabriel Gutu-Robu, Mihai Dascalu, Johan Jeuring, Marcell van Geest:
Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning. AIED (2) 2019: 242-246
[c24]
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Marilena Panaite, Stefan Ruseti, Mihai Dascalu, Stefan Trausan-Matu:
Towards a Deep Speech Model for Romanian Language. CSCS 2019: 416-419
[c23]
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Marilena Panaite, Stefan Ruseti, Mihai Dascalu, Renu Balyan, Danielle S. McNamara, Stefan Trausan-Matu:
Automated Scoring of Self-explanations Using Recurrent Neural Networks. EC-TEL 2019: 659-663
[c22]
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  - conf/emnlp/PirtoacaRR19
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George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti:
Answering questions by learning to rank - Learning to rank by answering questions. EMNLP/IJCNLP (1) 2019: 2531-2540
[c21]
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Stefan Ruseti, Maria-Dorinela Sirbu, Mihnea Andrei Calin, Mihai Dascalu, Stefan Trausan-Matu, Gheorghe Militaru:
Comprehensive Exploration of Game Reviews Extraction and Opinion Mining Using NLP Techniques. ICICT (1) 2019: 323-331
[c20]
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George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti:
Improving Retrieval-Based Question Answering with Deep Inference Models. IJCNN 2019: 1-8
[i2]
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  - journals/corr/abs-1909-00596
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George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti:
Answering questions by learning to rank - Learning to rank by answering questions. CoRR abs/1909.00596 (2019)
2018
[j1]
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  - journals/ce/WesteraDKRT18
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Wim Westera, Mihai Dascalu, Hub Kurvers, Stefan Ruseti, Stefan Trausan-Matu:
Automated essay scoring in applied games: Reducing the teacher bandwidth problem in online training. Comput. Educ. 123: 212-224 (2018)
[c19]
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  - conf/aied/MasalaRGRDT18
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Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu:
Identifying Implicit Links in CSCL Chats Using String Kernels and Neural Networks. AIED (2) 2018: 204-208
[c18]
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Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Renu Balyan, Kristopher J. Kopp, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu:
Predicting Question Quality Using Recurrent Neural Networks. AIED (1) 2018: 491-502
[c17]
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  - conf/coling/HosuIBRR18
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Ionel-Alexandru Hosu, Radu Cristian Alexandru Iacob, Florin Brad, Stefan Ruseti, Traian Rebedea:
Natural Language Interface for Databases Using a Dual-Encoder Model. COLING 2018: 514-524
[c16]
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  - conf/ecir/NiculaRR18
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Bogdan Nicula, Stefan Ruseti, Traian Rebedea:
Improving Deep Learning for Multiple Choice Question Answering with Candidate Contexts. ECIR 2018: 678-683
[c15]
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Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu:
Help Me Understand This Conversation: Methods of Identifying Implicit Links Between CSCL Contributions. EC-TEL 2018: 482-496
[c14]
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Mihai Dascalu, Maria-Dorinela Sirbu, Gabriel Gutu-Robu, Stefan Ruseti, Scott A. Crossley, Stefan Trausan-Matu:
Cohesion-Centered Analysis of Sociograms for Online Communities and Courses Using ReaderBench. EC-TEL 2018: 622-626
[c13]
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  - conf/ictai/BradIHRR18
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Florin Brad, Radu Cristian Alexandru Iacob, Ionel Hosu, Stefan Ruseti, Traian Rebedea:
A Syntax-Guided Neural Model for Natural Language Interfaces to Databases. ICTAI 2018: 229-233
[c12]
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  - conf/its/RusetiDJMBMT18
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Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Danielle S. McNamara, Renu Balyan, Kathryn S. McCarthy, Stefan Trausan-Matu:
Scoring Summaries Using Recurrent Neural Networks. ITS 2018: 191-201
[i1]
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  - journals/corr/abs-1812-02971
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George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti:
Improving Retrieval-Based Question Answering with Deep Inference Models. CoRR abs/1812.02971 (2018)
2017
[c11]
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Mihai Dascalu, Wim Westera, Stefan Ruseti, Stefan Trausan-Matu, Hub Kurvers:
ReaderBench Learns Dutch: Building a Comprehensive Automated Essay Scoring System for Dutch Language. AIED 2017: 52-63
[c10]
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  - conf/ectel/DascaluGRPDMCT17
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Mihai Dascalu, Gabriel Gutu, Stefan Ruseti, Ionut Cristian Paraschiv, Philippe Dessus, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu:
ReaderBench: A Multi-lingual Framework for Analyzing Text Complexity. EC-TEL 2017: 495-499
[c9]
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  - conf/icalt/GutuDRRT17
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Gabriel Gutu, Mihai Dascalu, Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu:
Unlocking the Power of Word2Vec for Identifying Implicit Links. ICALT 2017: 199-200
[c8]
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  - conf/kes/MasalaRR17
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Mihai Masala, Stefan Ruseti, Traian Rebedea:
Sentence selection with neural networks using string kernels. KES 2017: 1774-1782
[c7]
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  - conf/rochi/StanciuVRR17
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Marius Valeriu Stanciu, Eugen Vasilescu, Stefan Ruseti, Traian Rebedea:
Mapping Questions to Ontology Components for Question Answering over Linked Data. RoCHI 2017: 155-158
2016
[c6]
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  - conf/aimsa/SecuiSDCRT16
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Ana Secui, Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Stefan Ruseti, Stefan Trausan-Matu:
Expressing Sentiments in Game Reviews. AIMSA 2016: 352-355
[c5]
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  - conf/rep4nlp/RusetiRT16
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Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu:
Using Embedding Masks for Word Categorization. Rep4NLP@ACL 2016: 201-205
[c4]
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  - conf/synasc/SirbuSDCRT16
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Dorinela Sirbu, Ana Secui, Mihai Dascalu, Scott Andrew Crossley, Stefan Ruseti, Stefan Trausan-Matu:
Extracting Gamers' Opinions from Reviews. SYNASC 2016: 227-232
2015
[c3]
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  - conf/clef/RusetiMRT15
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Stefan Ruseti, Alexandru Mirea, Traian Rebedea, Stefan Trausan-Matu:
QAnswer - Enhanced Entity Matching for Question Answering over Linked Data. CLEF (Working Notes) 2015
[c2]
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  - conf/rochi/BogatuRRR15
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Adrian Bogatu, Dorin Rotarescu, Traian Rebedea, Stefan Ruseti:
Conversational Agent that Models a Historical Personality. RoCHI 2015: 81-86
2012
[c1]
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  - conf/clef/RusetiR12
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Stefan Ruseti, Traian Rebedea:
Authorship Identification Using a Reduced Set of Linguistic Features. CLEF (Online Working Notes/Labs/Workshop) 2012

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