Mihai Dascalu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 169

Top Venues

Publications

Mihai Masala, Denis C. Ilie-Ablachim, Alexandru Dima, Dragos Corlatescu, Miruna Zavelca, Ovio Olaru, Simina Terian, Andrei Terian, Marius Leordeanu, Horia Velicu, Marius Popescu, Mihai Dascalu, Traian Rebedea
"Vorbeşti Româneşte?" A Recipe to Train Powerful Romanian LLMs with English Instructions. CoRR (2024)
Melania Nitu, Mihai Dascalu
Beyond Lexical Boundaries: LLM-Generated Text Detection for Romanian Digital Libraries. Future Internet 16 (2) (2024)
Dragos-Georgian Corlatescu, Micah Watanabe, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara
The automated model of comprehension version 4.0 - Validation studies and integration of ChatGPT. Comput. Hum. Behav. 154 (2024)
Ioana Branescu, Octavian Grigorescu, Mihai Dascalu
Automated Mapping of Common Vulnerabilities and Exposures to MITRE ATT&CK Tactics. Inf. 15 (4) (2024)
Mihai Masala, Denis C. Ilie-Ablachim, Dragos Corlatescu, Miruna Zavelca, Marius Leordeanu, Horia Velicu, Marius Popescu, Mihai Dascalu, Traian Rebedea
OpenLLM-Ro - Technical Report on Open-source Romanian LLMs. CoRR (2024)
Andrei Paraschiv, Teodora Andreea Ion, Mihai Dascalu
Offensive Text Span Detection in Romanian Comments Using Large Language Models. Inf. 15 (1) (2024)
Andreea-Nicoleta Dutulescu, Stefan Ruseti, Denis Iorga, Mihai Dascalu, Danielle S. McNamara
Beyond the Obvious Multi-choice Options: Introducing a Toolkit for Distractor Generation Enhanced with NLI Filtering. AIED (2) (2024)
Madalina Chitez, Mihai Dascalu, Aura Cristina Udrea, Cosmin Striletchi, Karla Csürös, Roxana Rogobete, Alexandru Oravitan
Towards Building the LEMI Readability Platform for Children's Literature in the Romanian Language. LREC/COLING (2024)
Dragos Corlatescu, Micah Watanabe, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara
The Automated Model of Comprehension Version 3.0: Paying Attention to Context. AIED (2023)
Christian Scheibenzuber, Laurentiu-Marian Neagu, Stefan Ruseti, Benedikt Artmann, Carolin Bartsch, Montgomery Kubik, Mihai Dascalu, Stefan Trausan-Matu, Nicolae Nistor
Dialog in the echo chamber: Fake news framing predicts emotion, argumentation and dialogic social knowledge building in subsequent online discussions. Comput. Hum. Behav. 140 (2023)
Wesley Morris, Scott A. Crossley, Langdon Holmes, Chaohua Ou, Danielle S. McNamara, Mihai Dascalu
Using Large Language Models to Provide Formative Feedback in Intelligent Textbooks. AIED (Posters/Late Breaking Results/...) (2023)
Bogdan Nicula, Marilena Panaite, Tracy Arner, Renu Balyan, Mihai Dascalu, Danielle S. McNamara
Automated Assessment of Comprehension Strategies from Self-explanations Using Transformers and Multi-task Learning. AIED (Posters/Late Breaking Results/...) (2023)
Bogdan Nicula, Mihai Dascalu, Tracy Arner, Renu Balyan, Danielle S. McNamara
Automated Assessment of Comprehension Strategies from Self-Explanations Using LLMs. Inf. 14 (10) (2023)
Vlad Cristian Dumitru, Denis Iorga, Stefan Ruseti, Mihai Dascalu
Garbage in, garbage out: An analysis of HTML text extractors and their impact on NLP performance. CSCS (2023)
Andreea-Nicoleta Dutulescu, Mihai Iamandei, Laurentiu-Marian Neagu, Stefan Ruseti, Vladimir Ghita, Mihai Dascalu
What is the Price of Your Used Car? Automated Predictions using XGBoost and Neural Networks. CSCS (2023)
Razvan-Alexandru Smadu, George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Mihai Dascalu, Florin Pop
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract). CoRR (2023)
Razvan-Alexandru Smadu, George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Mihai Dascalu, Florin Pop
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract). AAAI (2023)
Denis Iorga, Andreea-Nicoleta Dutulescu, Andy Catruna, Vladimir Ghita, Laurentiu-Marian Neagu, Mihai Dascalu, Gheorghe Militaru
A Pilot Usability Assessment of a Novel AI Platform for Car Price Estimates. RoCHI (2023)
Andrei Paraschiv, Mihai Dascalu
UPB at ACTI: Detecting Conspiracies using fine tuned Sentence Transformers (short paper). EVALITA (2023)
Alexandru Dima, Stefan Ruseti, Denis Iorga, Cosmin Karl Banica, Mihai Dascalu
Multi-Task Romanian Email Classification in a Business Context. Inf. 14 (6) (2023)
Andrei Paraschiv, Mihai Dascalu
UPB @ ACTI: Detecting Conspiracies using fine tuned Sentence Transformers. CoRR (2023)
Mihai Alexandru Niculescu, Stefan Ruseti, Mihai Dascalu
RoSummary: Control Tokens for Romanian News Summarization. Algorithms 15 (12) (2022)
George-Eduard Zaharia, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification. CoRR (2022)
George-Eduard Zaharia, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification. ACL (1) (2022)
Laurentiu-Marian Neagu, Eric Rigaud, Vincent Guarnieri, Mihai Dascalu, Sébastien Travadel
Selfit v2 - Challenges Encountered in Building a Psychomotor Intelligent Tutoring System. ITS (2022)
Andreea Cojocaru, Andrei Paraschiv, Mihai Dascalu
News-RO-Offense - A Romanian Offensive Language Dataset and Baseline Models Centered on News Article Comments. RoCHI (2022)
Dragos Corlatescu, Stefan Ruseti, Irina Toma, Mihai Dascalu
Where are the Large N Studies in Education?: Introducing a Dataset of Scientific Articles and NLP Techniques. L@S (2022)
Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascalu, Traian Rebedea, Vasile Florian Pais, Dan Tufis
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers. LREC (2022)
Mihai Dascalu, Tania Di Mascio, Óscar Mealha
Preface. IxD&A 52 (2022)
Andrei Preda, Stefan Ruseti, Simina Terian-Dan, Mihai Dascalu
Romanian Fake News Identification using Language Models. RoCHI (2022)
Stephen Cameron Skalicky, Nancy Bell, Mihai Dascalu, Scott A. Crossley
"A fork is a food stabber": Linguistic creativity in English L1 and L2 speakers. CogSci (2022)
Octavian Grigorescu, Andreea Nica, Mihai Dascalu, Razvan Rughinis
CVE2ATT&CK: BERT-Based Mapping of CVEs to MITRE ATT&CK Techniques. Algorithms 15 (9) (2022)
Laurentiu-Marian Neagu, Eric Rigaud, Vincent Guarnieri, Emanuel Ioan Radu, Sébastien Travadel, Mihai Dascalu, Razvan Rughinis
OntoStrength: An Ontology for Psychomotor Strength Development. IxD&A 52 (2022)
Andrei Paraschiv, Andreea Cojocaru, Mihai Dascalu
Automated Offensive Comment Detection for the Romanian Language. RoCHI (Selected Papers) (2022)
Andrei Paraschiv, Mihai Dascalu, Dumitru-Clementin Cercel
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification. SemEval@NAACL (2022)
Andreea-Nicoleta Dutulescu, Mihai Dascalu, Stefan Ruseti
Unsupervised Extractive Summarization with BERT. SYNASC (2022)
Andrei Paraschiv, Mihai Dascalu, Dumitru-Clementin Cercel
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification. CoRR (2022)
Robert-Mihai Botarleanu, Mihai Dascalu, Laura K. Allen, Scott Andrew Crossley, Danielle S. McNamara
Multitask Summary Scoring with Longformers. AIED (1) (2022)
Gabriel-Razvan Busuioc, Andrei Paraschiv, Mihai Dascalu
FB-RO-Offense - A Romanian Dataset and Baseline Models for Detecting Offensive Language in Facebook Comments. SYNASC (2022)
Gabriel Boroghina, Dragos-Georgian Corlatescu, Mihai Dascalu
Multi-Microworld Conversational Agent with RDF Knowledge Graph Integration. Inf. 13 (11) (2022)
Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering. SemEval@ACL/IJCNLP (2021)
Cristiana Vladescu, Maria-Alexandra Dinisor, Octavian Grigorescu, Dragos Corlatescu, Cristian Sandescu, Mihai Dascalu
What are the Latest Cybersecurity Trends? A Case Study Grounded in Language Models. SYNASC (2021)
Robert-Mihai Botarleanu, Mihai Dascalu, Micah Watanabe, Danielle S. McNamara, Scott Andrew Crossley
Multilingual Age of Exposure. AIED (1) (2021)
Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Mihai Carabas, Traian Rebedea, Stefan Trausan-Matu
Before and during COVID-19: A Cohesion Network Analysis of students' online participation in moodle courses. Comput. Hum. Behav. 121 (2021)
Mihai Masala, Stefan Ruseti, Mihai Dascalu, Ciprian Dobre
Extracting and Clustering Main Ideas from Student Feedback Using Language Models. AIED (1) (2021)
Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering. CoRR (2021)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection. SemEval@ACL/IJCNLP (2021)
Robert-Mihai Botarleanu, Mihai Dascalu, Laura K. Allen, Scott Andrew Crossley, Danielle S. McNamara
Automated Summary Scoring with ReaderBench. ITS (2021)
Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascalu, Traian Rebedea, Vasile Florian Pais, Dan Tufis
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers. CoRR (2021)
Bogdan Nicula, Mihai Dascalu, Natalie Newton, Ellen Orcutt, Danielle S. McNamara
Automated Paraphrase Quality Assessment Using Recurrent Neural Networks and Language Models. ITS (2021)
George-Andrei Dima, Dumitru-Clementin Cercel, Mihai Dascalu
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets. SMM4H@NAACL-HLT (2021)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction. CoRR (2021)
Costin Busioc, Vlad Dumitru, Stefan Ruseti, Simina Terian-Dan, Mihai Dascalu, Traian Rebedea
What Are the Latest Fake News in Romanian Politics? An Automated Analysis Based on BERT Language Models. SLERD (2021)
Dan Ungureanu, Madalina Badeanu, Gabriela-Catalina Marica, Mihai Dascalu, Dan Tufis
Establishing a Baseline of Romanian Speech-to-Text Models. SpeD (2021)
Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense. CoRR (2021)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection. CoRR (2021)
Denis Iorga, Dragos-Georgian Corlatescu, Octavian Grigorescu, Cristian Sandescu, Mihai Dascalu, Razvan Rughinis
Yggdrasil - Early Detection of Cybernetic Vulnerabilities from Twitter. CSCS (2021)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction. SemEval@ACL/IJCNLP (2021)
Pierre Frode de la Foret, Stefan Ruseti, Cristian Sandescu, Mihai Dascalu, Sébastien Travadel
Interpretable Identification of Cybersecurity Vulnerabilities from News Articles. RANLP (2021)
Bogdan Nicula, Mihai Dascalu, Natalie Newton, Ellen Orcutt, Danielle S. McNamara
Automated Paraphrase Quality Assessment Using Language Models and Transfer Learning. Comput. 10 (12) (2021)
Denis Iorga, Octavian Grigorescu, Mihai Predoiu, Cristian Sandescu, Mihai Dascalu, Razvan Rughinis
Early Usability Evaluation to Enhance User Interfaces - A Use Case on the Yggdrasil Cybersecurity Mockup. RoCHI (2021)
Maria-Dorinela Dascalu, Stefan Ruseti, Mihai Dascalu, Danielle S. McNamara, Stefan Trausan-Matu
Dialogism Meets Language Models for Evaluating Involvement in CSCL Conversations. SLERD (2021)
Ion Babalau, Dragos Corlatescu, Octavian Grigorescu, Cristian Sandescu, Mihai Dascalu
Severity Prediction of Software Vulnerabilities based on their Text Description. SYNASC (2021)
Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense. SemEval@ACL/IJCNLP (2021)
Dragos-Georgian Corlatescu, Stefan Ruseti, Mihai Dascalu
Romanian Syllabification Using Deep Neural Networks. SLERD (2021)
Melania Nitu, Mihai Dascalu, Gabriel Gutu-Robu, Maria-Iuliana Dascalu, Silvia Tomescu
Lib2Life - Domain Categorization of Books using BERT Language Models and Knowledge Graph Population. RoCHI (2021)
Mihai Alexandru Niculescu, Stefan Ruseti, Mihai Dascalu
RoGPT2: Romanian GPT2 for Text Generation. ICTAI (2021)
Remus Florentin Ionita, Dragos-Georgian Corlatescu, Mihai Dascalu, Danielle S. McNamara
Predicting the Global Impact of Authors from the Learning Analytics Community - A Case Study grounded in CNA. CSCS (2021)
Stefan Ruseti, Maria-Dorinela Dascalu, Dragos-Georgian Corlatescu, Mihai Dascalu, Stefan Trausan-Matu, Danielle S. McNamara
Exploring Dialogism Using Language Models. AIED (2) (2021)
Laurentiu-Marian Neagu, Eric Rigaud, Vincent Guarnieri, Gabriel-Danut Matei, Sébastien Travadel, Mihai Dascalu
Selfit - Accounting for Sexual Dimorphism in Personalized Motor Skills Learning. SLERD (2021)
Laurentiu-Marian Neagu, Eric Rigaud, Vincent Guarnieri, Sébastien Travadel, Mihai Dascalu
Selfit - An Intelligent Tutoring System for Psychomotor Development. ITS (2021)
Irina Toma, Bianca-Eugenia Stefan, Mihai Dascalu, Stefan Trausan-Matu
The Astronaut Game - A Vocabulary Game Employing Natural Language Processing Techniques. RoCHI (2021)
Dragos-Georgian Corlatescu, Mihai Dascalu, Danielle S. McNamara
Automated Model of Comprehension V2.0. AIED (2) (2021)
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)
Bianca Nenciu, Dragos Corlatescu, Mihai Dascalu
RASA Conversational Agent in Romanian for Predefined Microworlds. RoCHI (2020)
Carlo Giovannella, Mihai Dascalu, Gabriella Dodero, Óscar Mealha, Matthias Rehm
Preface. IxD&A 46 (2020)
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB @ DANKMEMES: Italian Memes Analysis - Employing Visual Models and Graph Convolutional Networks for Meme Identification and Hate Speech Detection (short paper). EVALITA (2020)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT. CoRR (2020)
Valentin Sergiu Cioaca, Mihai Dascalu, Danielle S. McNamara
Extractive Summarization using Cohesion Network Analysis and Submodular Set Functions. SYNASC (2020)
Irina Mitocaru, Gabriel Gutu-Robu, Melania Nitu, Mihai Dascalu, Stefan Trausan-Matu, Silvia Tomescu, Gabriela Florescu
The Lib2Life Platform - Processing, Indexing and Semantic Search for Old Romanian Documents. RoCHI (2020)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Cross-Lingual Transfer Learning for Complex Word Identification. CoRR (2020)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Cross-Lingual Transfer Learning for Complex Word Identification. ICTAI (2020)
Gabriel Gutu-Robu, Darius Mihai, Mihai Dascalu, Mihai Carabas, Stefan Trausan-Matu, Sunhea Choi, Keith M. Godfrey, Brigitte Angela Brands, Berthold Koletzko
Cohesion Network Analysis: Customized Curriculum Management in Moodle. SYNASC (2020)
Teodor-Mihai Cotet, Stefan Ruseti, Mihai Dascalu
Neural Grammatical Error Correction for Romanian. ICTAI (2020)
Bogdan Nicula, Cecile A. Perret, Mihai Dascalu, Danielle S. McNamara
Multi-document Cohesion Network Analysis: Automated Prediction of Inferencing across Multiple Documents. ICTAI (2020)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT. SemEval@COLING (2020)
Bogdan Nicula, Cecile A. Perret, Mihai Dascalu, Danielle S. McNamara
Extended Multi-document Cohesion Network Analysis Centered on Comprehension Prediction. AIED (2) (2020)
Irina Toma, Laurentiu-Marian Neagu, Mihai Dascalu, Stefan Trausan-Matu, Laurentiu Hanganu, Eugen Simion
Emerging Patterns in Romanian Literature and Interactive Visualizations based on the General Dictionary of Romanian Literature. RoCHI (2020)
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)
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) (2020)
Mihai Masala, Stefan Ruseti, Mihai Dascalu
RoBERT - A Romanian BERT Model. COLING (2020)
Robert-Mihai Botarleanu, Mihai Dascalu, Scott Andrew Crossley, Danielle S. McNamara
Sequence-to-Sequence Models for Automated Text Simplification. AIED (2) (2020)
Gabriel Boroghina, Dragos Corlatescu, Mihai Dascalu
Conversational Agent in Romanian for Storing User Information in a Knowledge Graph. RoCHI (2020)
Nicolae Nistor, Mihai Dascalu, Christian Tarnai, Stefan Trausan-Matu
Predicting newcomer integration in online learning communities: Automated dialog assessment in blogger communities. Comput. Hum. Behav. 105 (2020)
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)
Stefan Ruseti, Teodor-Mihai Cotet, Mihai Dascalu
Romanian Diacritics Restoration Using Recurrent Neural Networks. CoRR (2020)
Laurentiu-Marian Neagu, Eric Rigaud, Sébastien Travadel, Mihai Dascalu, Razvan-Victor Rughinis
Intelligent Tutoring Systems for Psychomotor Training - A Systematic Literature Review. ITS (2020)
Denis Iorga, Dragos Corlatescu, Octavian Grigorescu, Cristian Sandescu, Mihai Dascalu, Razvan Rughinis
Early Detection of Vulnerabilities from News Websites using Machine Learning Models. RoEduNet (2020)
Mircea-Adrian Tanase, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Detecting Aggressiveness in Mexican Spanish Social Media Content by Fine-Tuning Transformer-Based Models. IberLEF@SEPLN (2020)
Maria-Dorinela Sirbu, Mihai Dascalu, Scott A. Crossley, Danielle S. McNamara, Stefan Trausan-Matu
Longitudinal Analysis and Visualization of Participation in Online Courses Powered by Cohesion Network Analysis. CSCL (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mihai Dascalu