Traian Rebedea

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 88

Top Venues

Publications

Makesh Narsimhan Sreedhar, Traian Rebedea, Shaona Ghosh, Christopher Parisien
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues. CoRR (2024)
Makesh Narsimhan Sreedhar, Traian Rebedea, Christopher Parisien
Unsupervised Extraction of Dialogue Policies from Conversations. CoRR (2024)
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)
Nikesh Gyawali, Iustin Sirbu, Tiberiu Sosea, Sarthak Khanal, Doina Caragea, Traian Rebedea, Cornelia Caragea
GunStance: Stance Detection for Gun Control and Gun Regulation. ACL (1) (2024)
Mihai Masala, Traian Rebedea, Horia Velicu
Improving Legal Judgement Prediction in Romanian with Long Text Encoders. CoRR (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)
Rares Folea, Radu Cristian Alexandru Iacob, Emil Slusanschi, Traian Rebedea
Complexity-Based Code Embeddings. ICCCI (2023)
Traian Rebedea, Razvan Dinu, Makesh Narsimhan Sreedhar, Christopher Parisien, Jonathan Cohen
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails. CoRR (2023)
Rares Mihai Dinu, Marian Cristian Mihaescu, Traian Rebedea
Machine Learning System for Natural Language to SQL Translation. RoCHI (2023)
Traian Rebedea, Razvan Dinu, Makesh Narsimhan Sreedhar, Christopher Parisien, Jonathan Cohen
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails. EMNLP (Demos) (2023)
Ioana Raluca Zaman, Stefan Trausan-Matu, Traian Rebedea
Analysis of medical conversations for the detection of depression. RoCHI (2023)
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu
Explaining Vision and Language through Graphs of Events in Space and Time. CoRR (2023)
Andrei-Alexandru Preda, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles. CoRR (2023)
Andrei-Alexandru Preda, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles. IberLEF@SEPLN (2023)
Costin-Alexandru Deonise, Taisia-Maria Coconu, Traian Rebedea, Florin Pop
Improved Speech Activity Detection Model Using Convolutional Neural Networks. RoEduNet (2023)
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu
Explaining Vision and Language through Graphs of Events in Space and Time. ICCV (Workshops) (2023)
Mihai Masala, Nicolae Cudlenco, Traian Rebedea, Marius Leordeanu
GEST: the Graph of Events in Space and Time as a Common Representation between Vision and Language. CoRR (2023)
Alexandru-Gabriel Ilie, Traian Rebedea
Semi-Supervised Learning for Prompt Classification in ChatGPT. RoCHI (2023)
Alexandru-Cosmin Mihai, Mihai-Dan Masala, Dan-Teodor Poncu, Traian Rebedea
Video Captioning using a Hybrid Transformer and RNN-based Encoder-Decoder. RoCHI (2022)
Ionel Hosu, Traian Rebedea, Stefan Trausan-Matu
Disentangling Exploration and Exploitation in Deep Reinforcement Learning Using Contingency Awareness. ICONIP (5) (2022)
Cristian-Bogdan Patrascu, George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti
More with Less: ZeroQA and Relevant Subset Selection for AI2 Reasoning Challenge. KES (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 Petre, Cosmin Ciocîrlan, Eduard Cojocea, Traian Rebedea
Towards Fast and Robust Body Measurements Extraction. RoCHI (2022)
Andrei Dumitrescu, Traian Rebedea
Reinforcement Learning for Building StarCraft 2 Agents. RoCHI (2022)
Eduard Cojocea, Mihai Petre, Cosmin Ciocîrlan, Traian Rebedea
A Fast and Robust Pipeline for Generating 3D Human Models Based on Body Measurements Extraction. RoCHI (Selected Papers) (2022)
Diana Ionescu, Andrei Dumitrescu, Traian Rebedea
Enhancing Cyberbullying Detection in Social Media using Semi-supervised Learning. RoCHI (2022)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
Automatic Fake News Detection for Romanian Online News. Inf. 13 (3) (2022)
Andrei Dumitrescu, Diana Ionescu, Traian Rebedea
On the Robustness of Semi-supervised Learning for Cyberbullying Detection in Social Media. RoCHI (Selected Papers) (2022)
Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea
Multimodal Semi-supervised Learning for Disaster Tweet Classification. COLING (2022)
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)
Alexandru Dima, Traian Rebedea
Conversational Agent Embodying a Historical Figure using Transformers. RoCHI (2021)
Victor Nonea, Radu Cristian Alexandru Iacob, Traian Rebedea
Reinforcement Learning Agent for a Flight Simulation Video Game. RoCHI (2021)
Ciprian Amzuloiu, Marian Cristian Mihaescu, Traian Rebedea
Combining Encoplot and NLP Based Deep Learning for Plagiarism Detection. IDEAL (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)
George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Traian Rebedea
Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT. VarDial@EACL (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)
Stefan Daniel Dumitrescu, Petru Rebeja, Beáta Lorincz, Mihaela Gaman, Andrei-Marius Avram, Mihai Ilie, Andrei Pruteanu, Adriana Stan, Lorena Rosia, Cristina Iacobescu, Luciana Morogan, George Dima, Gabriel Marchidan, Traian Rebedea, Madalina Chitez, Dani Yogatama, Sebastian Ruder, Radu Tudor Ionescu, Razvan Pascanu, Viorica Patraucean
LiRo: Benchmark and leaderboard for Romanian language tasks. NeurIPS Datasets and Benchmarks (2021)
Nicolae-Teodor Pavel, Traian Rebedea
A Sketch-Based Neural Model for Generating Commit Messages from Diffs. CoRR (2021)
Sergiu Zaharia, Traian Rebedea, Stefan Trausan-Matu
CWE Pattern Identification using Semantical Clustering of Programming Language Keywords. CSCS (2021)
Andrei Marin, Traian Rebedea, Ionel-Alexandru Hosu
Ego Networks. ICONIP (1) (2021)
Cristian Popa, Traian Rebedea
BART-TL: Weakly-Supervised Topic Label Generation. EACL (2021)
Alexandru Stefan Stoica, Daniel Babiceanu, Marian Cristian Mihaescu, Traian Rebedea
Unsupervised Detection of Solving Strategies for Competitive Programming. IDEAL (2021)
Mihai Masala, Radu Cristian Alexandru Iacob, Ana Sabina Uban, Marina Cidota, Horia Velicu, Traian Rebedea, Marius Popescu
jurBERT: A Romanian BERT Model for Legal Judgement Prediction. NLLP@EMNLP (2021)
Vlad Cristian Dumitru, Traian Rebedea
Topic-based Models with Fact Checking for Fake News Identification. RoCHI (2021)
Tiberiu Sosea, Iustin Sirbu, Cornelia Caragea, Doina Caragea, Traian Rebedea
Using the Image-Text Relationship to Improve Multimodal Disaster Tweet Classification. ISCRAM (2021)
Marius Eduard Cojocea, Traian Rebedea
Exploring a Large Dataset of Educational Videos Using Object Detection Analysis. SLERD (2021)
Óscar Mealha, Traian Rebedea
Preface. IxD&A 47 (2020)
Radu Cristian Alexandru Iacob, Florin Brad, Elena Simona Apostol, Ciprian-Octavian Truica, Ionel-Alexandru Hosu, Traian Rebedea
Neural Approaches for Natural Language Interfaces to Databases: A Survey. COLING (2020)
Liviu-Andrei Nita, Stefan Trausan-Matu, Traian Rebedea
Analysis of convergence and divergence in chat conversations. RoCHI (2020)
George-Eduard Zaharia, George-Alexandru Vlad, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning. CoRR (2020)
Stefanita Stan, Traian Rebedea
Automatic detection of cyberbullying on social media platforms. RoCHI (2020)
George-Eduard Zaharia, George-Alexandru Vlad, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning. SemEval@COLING (2020)
Andreea Grosuleac, Stefania Budulan, Traian Rebedea
Seeking an Empathy-abled Conversational Agent. RoCHI (2020)
Cristian Pavel, Stefania Budulan, Traian Rebedea
Increasing Diversity with Deep Reinforcement Learning for Chatbots. RoCHI (2020)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
Targeted Romanian Online News in a Mobile Application Using AI. RoCHI (2020)
Radu D. Stochitoiu, Traian Rebedea, Ionel Popescu, Marius Leordeanu
A self-supervised neural-analytic method to predict the evolution of COVID-19 in Romania. CoRR (2020)
Marius Eduard Cojocea, Traian Rebedea
An Efficient Solution for People Tracking and Profiling from Video Streams Using Low-Power Compute. ICCCI (CCIS Volume) (2020)
George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Traian Rebedea
Exploring the Power of Romanian BERT for Dialect Identification. VarDial@COLING (2020)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
Automatic Irony Detection for Romanian Online News. ICSTCC (2020)
George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti
Improving Retrieval-Based Question Answering with Deep Inference Models. IJCNN (2019)
George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti
Answering questions by learning to rank - Learning to rank by answering questions. EMNLP/IJCNLP (1) (2019)
Marius-Cristian Buzea, Stefan Trausan-Matu, Traian Rebedea
A Three Word-Level Approach Used in Machine Learning for Romanian Sentiment Analysis. RoEduNet (2019)
Alexandra Maria Bodirlau, Stefania Budulan, Traian Rebedea
Cross-Domain Training for Goal-Oriented Conversational Agents. RANLP (2019)
Sergiu Zaharia, Traian Rebedea, Stefan Trausan-Matu
Source Code Vulnerabilities Detection Using Loosely Coupled Data and Control Flows. SYNASC (2019)
George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti
Answering questions by learning to rank - Learning to rank by answering questions. CoRR (2019)
Vlad Cristian Dumitru, Traian Rebedea
Fake and Hyper-partisan News Identification. RoCHI (2019)
Ioana Stefan, Traian Rebedea, Doina Caragea
Classification of eyewitness tweets in emergency situations. RoCHI (2019)
Eduard Cojocea, Stefan Hornea, Traian Rebedea
Balancing between centralized vs. edge processing in IoT platforms with applicability in advanced people flow analysis. RoEduNet (2019)
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)
Bogdan Nicula, Stefan Ruseti, Traian Rebedea
Improving Deep Learning for Multiple Choice Question Answering with Candidate Contexts. ECIR (2018)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Stefan Ruseti, Traian Rebedea
A Syntax-Guided Neural Model for Natural Language Interfaces to Databases. ICTAI (2018)
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)
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)
George-Sebastian Pirtoaca, Traian Rebedea, Stefan Ruseti
Improving Retrieval-Based Question Answering with Deep Inference Models. CoRR (2018)
Claudia Cardei, Traian Rebedea
Detecting sexual predators in chats using behavioral features and imbalanced learning. Nat. Lang. Eng. 23 (4) (2017)
Vicentiu-Marian Ciorbaru, Traian Rebedea
Deep Neural Networks for Matching Online Social Networking Profiles. ICCCI (1) (2017)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Traian Rebedea
Dataset for a Neural Natural Language Interface for Databases (NNLIDB). IJCNLP(1) (2017)
Gabriel Gutu, Mihai Dascalu, Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu
Unlocking the Power of Word2Vec for Identifying Implicit Links. ICALT (2017)
Florin Brad, Traian Rebedea
Neural Paraphrase Generation using Transfer Learning. INLG (2017)
Radu Cristian Alexandru Iacob, Traian Rebedea, Stefan Trausan-Matu
NLCP: Towards a Compiler for Natural Language. CSCS (2017)
Mihai Ilie, Traian Rebedea
Conversational Agents Embodying a Character Using Deep Neural Networks. RoCHI (2017)
Mihai Masala, Stefan Ruseti, Traian Rebedea
Sentence selection with neural networks using string kernels. KES (2017)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Traian Rebedea
Dataset for a Neural Natural Language Interface for Databases (NNLIDB). CoRR (2017)
Ioana Radoi, Gabriel Gutu, Traian Rebedea, Cristian Neagu, Marius Popa
Indoor Positioning inside an Office Building Using BLE. CSCS (2017)
Gabriel Gutu, Mihai Dascalu, Traian Rebedea, Stefan Trausan-Matu
Time and Semantic Similarity - What is the Best Alternative to Capture Implicit Links in CSCL Conversations? CSCL (2017)
Marius Valeriu Stanciu, Eugen Vasilescu, Stefan Ruseti, Traian Rebedea
Mapping Questions to Ontology Components for Question Answering over Linked Data. RoCHI (2017)
Stefan Ruseti, Traian Rebedea, Stefan Trausan-Matu
Using Embedding Masks for Word Categorization. Rep4NLP@ACL (2016)
Ionel-Alexandru Hosu, Traian Rebedea
Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay. CoRR (2016)
Adrian Bogatu, Dorin Rotarescu, Traian Rebedea, Stefan Ruseti
Conversational Agent that Models a Historical Personality. RoCHI (2015)
Marius-Gabriel Gutu, Traian Rebedea, Stefan Trausan-Matu
A comparison of semantic similarity techniques for a corpus of CSCL chats. RoEduNet (2015)
Stefan Ruseti, Alexandru Mirea, Traian Rebedea, Stefan Trausan-Matu
QAnswer - Enhanced Entity Matching for Question Answering over Linked Data. CLEF (Working Notes) (2015)
Zaruhi Alaverdyan, Marcello Benedetti, Falitokiniaina Rabearison, Nishara Pathirana, Costin-Gabriel Chiru, Traian Rebedea
Tracing the Paths between Concepts in Large Bio-Medical Corpora. CSCS (2015)
Bogdan Nicula, Stefan Ruseti, Traian Rebedea
Enhancing property and type detection for a QA system over linked data. RoEduNet (2015)
Stefania Budulan, Elena Burceanu, Traian Rebedea, Costin-Gabriel Chiru
Continuous User Authentication Using Machine Learning on Touch Dynamics. ICONIP (1) (2015)
Bogdan Marchis, Alexandru Tifrea, Mihai Volmer, Traian Rebedea
Opinion Summarization for Hotel Reviews. RoCHI (2015)
Costin-Gabriel Chiru, Traian Rebedea, Adriana Erbaru
Using PageRank for Detecting the Attraction between Participants and Topics in a Conversation. WEBIST (1) (2014)
Stefan Trausan-Matu, Mihai Dascalu, Traian Rebedea
PolyCAFe - automatic support for the polyphonic analysis of CSCL chats. Int. J. Comput. Support. Collab. Learn. 9 (2) (2014)
Costin-Gabriel Chiru, Traian Rebedea, Silvia Ciotec
Comparison between LSA-LDA-Lexical Chains. WEBIST (2) (2014)
Tiberiu Popa, Traian Rebedea, Costin-Gabriel Chiru
Detecting and Describing Historical Periods in a Large Corpora. ICTAI (2014)
Costin-Gabriel Chiru, Traian Rebedea, Stefan Trausan-Matu
Assessing the Participants in CSCL Chat Conversations. CSCL (2) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Traian Rebedea