Stefan Ruseti

According to our database, Stefan Ruseti authored at least 53 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Multi-Task Romanian Email Classification in a Business Context.

Alexandru Dima, Stefan Ruseti, Denis Iorga, Cosmin Karl Banica, Mihai Dascalu

Inf., 2023

Dialog in the echo chamber: Fake news framing predicts emotion, argumentation and dialogic social knowledge building in subsequent online discussions.

Christian Scheibenzuber, Laurentiu-Marian Neagu, Stefan Ruseti, Benedikt Artmann, Carolin Bartsch, Montgomery Kubik, Mihai Dascalu, Stefan Trausan-Matu, Nicolae Nistor

Comput. Hum. Behav., 2023

What is the Price of Your Used Car? Automated Predictions using XGBoost and Neural Networks.

Andreea-Nicoleta Dutulescu, Mihai Iamandei, Laurentiu-Marian Neagu, Stefan Ruseti, Vladimir Ghita, Mihai Dascalu

Proceedings of the 24th International Conference on Control Systems and Computer Science, 2023

Garbage in, garbage out: An analysis of HTML text extractors and their impact on NLP performance.

Vlad Cristian Dumitru, Denis Iorga, Stefan Ruseti, Mihai Dascalu

Proceedings of the 24th International Conference on Control Systems and Computer Science, 2023

The Automated Model of Comprehension Version 3.0: Paying Attention to Context.

Dragos Corlatescu, Micah Watanabe, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara

Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023

2022

RoSummary: Control Tokens for Romanian News Summarization.

Mihai Alexandru Niculescu, Stefan Ruseti, Mihai Dascalu

Algorithms, 2022

Unsupervised Extractive Summarization with BERT.

Andreea-Nicoleta Dutulescu, Mihai Dascalu, Stefan Ruseti

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Romanian Fake News Identification using Language Models.

Andrei Preda, Stefan Ruseti, Simina Terian-Dan, Mihai Dascalu

Proceedings of the 19th International Conference on Human-Computer Interaction, 2022

Where are the Large N Studies in Education?: Introducing a Dataset of Scientific Articles and NLP Techniques.

Dragos Corlatescu, Stefan Ruseti, Irina Toma, Mihai Dascalu

Proceedings of the L@S'22: Ninth ACM Conference on Learning @ Scale, New York City, NY, USA, June 1, 2022

More with Less: ZeroQA and Relevant Subset Selection for AI2 Reasoning Challenge.

Cristian-Bogdan Patrascu, George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

Before and during COVID-19: A Cohesion Network Analysis of students' online participation in moodle courses.

Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Mihai Carabas, Traian Rebedea, Stefan Trausan-Matu

Comput. Hum. Behav., 2021

Dialogism Meets Language Models for Evaluating Involvement in CSCL Conversations.

Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu

Proceedings of the Ludic, Co-design and Tools Supporting Smart Learning Ecosystems and Smart Education, 2021

Romanian Syllabification Using Deep Neural Networks.

Dragos-Georgian Corlatescu, Stefan Ruseti, Mihai Dascalu

Proceedings of the Ludic, Co-design and Tools Supporting Smart Learning Ecosystems and Smart Education, 2021

What Are the Latest Fake News in Romanian Politics? An Automated Analysis Based on BERT Language Models.

Costin Busioc, Vlad Cristian Dumitru, Stefan Ruseti, Simina Terian-Dan, Mihai Dascalu, Traian Rebedea

Proceedings of the Ludic, Co-design and Tools Supporting Smart Learning Ecosystems and Smart Education, 2021

Interpretable Identification of Cybersecurity Vulnerabilities from News Articles.

Pierre Frode de la Foret, Stefan Ruseti, Cristian Sandescu, Mihai Dascalu, Sébastien Travadel

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

RoGPT2: Romanian GPT2 for Text Generation.

Mihai Alexandru Niculescu, Stefan Ruseti, Mihai Dascalu

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Exploring Dialogism Using Language Models.

Stefan Ruseti, Maria-Dorinela Dascalu, Dragos-Georgian Corlatescu, Mihai Dascalu, Stefan Trausan-Matu, Danielle S. McNamara

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

Extracting and Clustering Main Ideas from Student Feedback Using Language Models.

Mihai Masala, Stefan Ruseti, Mihai Dascalu, Ciprian Dobre

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

Artificial intelligence moving serious gaming: Presenting reusable game AI components.

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

Educ. Inf. Technol., 2020

Romanian Diacritics Restoration Using Recurrent Neural Networks.

Stefan Ruseti, Teodor-Mihai Cotet, Mihai Dascalu

CoRR, 2020

What's Been Happening in the Romanian News Landscape? A Detailed Analysis Grounded in Natural Language Processing Techniques.

Cosmin Titiliuc, Stefan Ruseti, Mihai Dascalu

Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020

Cohesion Network Analysis: Predicting Course Grades and Generating Sociograms for a Romanian Moodle Course.

Maria-Dorinela Dascalu, Mihai Dascalu, Stefan Ruseti, Mihai Carabas, Stefan Trausan-Matu, Danielle S. McNamara

Proceedings of the Intelligent Tutoring Systems - 16th International Conference, 2020

Neural Grammatical Error Correction for Romanian.

Teodor-Mihai Cotet, Stefan Ruseti, Mihai Dascalu

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

RoBERT - A Romanian BERT Model.

Mihai Masala, Stefan Ruseti, Mihai Dascalu

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Multi-document Cohesion Network Analysis: Visualizing Intratextual and Intertextual Links.

Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

Improving Retrieval-Based Question Answering with Deep Inference Models.

George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti

Proceedings of the International Joint Conference on Neural Networks, 2019

Comprehensive Exploration of Game Reviews Extraction and Opinion Mining Using NLP Techniques.

Stefan Ruseti, Maria-Dorinela Sirbu, Mihnea Andrei Calin, Mihai Dascalu, Stefan Trausan-Matu, Gheorghe Militaru

Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

Answering questions by learning to rank - Learning to rank by answering questions.

George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Automated Scoring of Self-explanations Using Recurrent Neural Networks.

Marilena Panaite, Stefan Ruseti, Mihai Dascalu, Renu Balyan, Danielle S. McNamara, Stefan Trausan-Matu

Proceedings of the Transforming Learning with Meaningful Technologies, 2019

Towards a Deep Speech Model for Romanian Language.

Marilena Panaite, Stefan Ruseti, Mihai Dascalu, Stefan Trausan-Matu

Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

Enhancing Free-text Interactions in a Communication Skills Learning Environment.

Raja Lala, Marcell van Geest, Stefan Ruseti, Johan Jeuring, Mihai Dascalu, Jordy van Dortmont, Gabriel Gutu-Robu, Michiel Hulsbergen

Proceedings of the 13th International Conference on Computer Supported Collaborative Learning, 2019

Semantic Matching of Open Texts to Pre-scripted Answers in Dialogue-Based Learning.

Stefan Ruseti, Raja Lala, Gabriel Gutu-Robu, Mihai Dascalu, Johan Jeuring, Marcell van Geest

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018

Automated essay scoring in applied games: Reducing the teacher bandwidth problem in online training.

Wim Westera, Mihai Dascalu, Hub Kurvers, Stefan Ruseti, Stefan Trausan-Matu

Comput. Educ., 2018

Scoring Summaries Using Recurrent Neural Networks.

Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Danielle S. McNamara, Renu Balyan, Kathryn S. McCarthy, Stefan Trausan-Matu

Proceedings of the Intelligent Tutoring Systems - 14th International Conference, 2018

A Syntax-Guided Neural Model for Natural Language Interfaces to Databases.

Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Stefan Ruseti, Traian Rebedea

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Help Me Understand This Conversation: Methods of Identifying Implicit Links Between CSCL Contributions.

Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu

Proceedings of the Lifelong Technology-Enhanced Learning, 2018

Cohesion-Centered Analysis of Sociograms for Online Communities and Courses Using ReaderBench.

Mihai Dascalu, Maria-Dorinela Sirbu, Gabriel Gutu-Robu, Stefan Ruseti, Scott A. Crossley, Stefan Trausan-Matu

Proceedings of the Lifelong Technology-Enhanced Learning, 2018

Improving Deep Learning for Multiple Choice Question Answering with Candidate Contexts.

Bogdan Nicula, Stefan Ruseti, Traian Rebedea

Proceedings of the Advances in Information Retrieval, 2018

Natural Language Interface for Databases Using a Dual-Encoder Model.

Ionel-Alexandru Hosu, Radu Cristian Alexandru Iacob, Florin Brad, Stefan Ruseti, Traian Rebedea

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Predicting Question Quality Using Recurrent Neural Networks.

Stefan Ruseti, Mihai Dascalu, Amy M. Johnson, Renu Balyan, Kristopher J. Kopp, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Identifying Implicit Links in CSCL Chats Using String Kernels and Neural Networks.

Mihai Masala, Stefan Ruseti, Gabriel Gutu-Robu, Traian Rebedea, Mihai Dascalu, Stefan Trausan-Matu

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017

Mapping Questions to Ontology Components for Question Answering over Linked Data.

Marius Valeriu Stanciu, Eugen Vasilescu, Stefan Ruseti, Traian Rebedea

Proceedings of the 14th International Conference on Human Computer Interaction, 2017

Sentence selection with neural networks using string kernels.

Mihai Masala, Stefan Ruseti, Traian Rebedea

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Unlocking the Power of Word2Vec for Identifying Implicit Links.

Gabriel Gutu, Mihai Dascalu, Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu

Proceedings of the 17th IEEE International Conference on Advanced Learning Technologies, 2017

ReaderBench: A Multi-lingual Framework for Analyzing Text Complexity.

Mihai Dascalu, Gabriel Gutu, Stefan Ruseti, Ionut Cristian Paraschiv, Philippe Dessus, Danielle S. McNamara, Scott A. Crossley, Stefan Trausan-Matu

Proceedings of the Data Driven Approaches in Digital Education, 2017

ReaderBench Learns Dutch: Building a Comprehensive Automated Essay Scoring System for Dutch Language.

Mihai Dascalu, Wim Westera, Stefan Ruseti, Stefan Trausan-Matu, Hub Kurvers

Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016

Extracting Gamers' Opinions from Reviews.

Dorinela Sirbu, Ana Secui, Mihai Dascalu, Scott Andrew Crossley, Stefan Ruseti, Stefan Trausan-Matu

Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

Using Embedding Masks for Word Categorization.

Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu

Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

Expressing Sentiments in Game Reviews.

Ana Secui, Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Stefan Ruseti, Stefan Trausan-Matu

Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2016

2015

Enhancing property and type detection for a QA system over linked data.

Bogdan Nicula, Stefan Ruseti, Traian Rebedea

Proceedings of the 2015 14th RoEduNet International Conference, 2015

Conversational Agent that Models a Historical Personality.

Adrian Bogatu, Dorin Rotarescu, Traian Rebedea, Stefan Ruseti

Proceedings of the 12th Romanian Human-Computer Interaction Conference, 2015

QAnswer - Enhanced Entity Matching for Question Answering over Linked Data.

Stefan Ruseti, Alexandru Mirea, Traian Rebedea, Stefan Trausan-Matu

Proceedings of the Working Notes of CLEF 2015, 2015

2012

Authorship Identification Using a Reduced Set of Linguistic Features.

Stefan Ruseti, Traian Rebedea

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012