Traian Rebedea
23 papers · 2017–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(52)
π§¬
Topic Evolution
π±
Topic Pioneer
ποΈ
Keyword Collector
(93)
π
Century Club
(22)
π
Trend Setter
β
The Questioner
π₯
Unstoppable
(9)
β‘
Prolific Year
(5)
Conferences
EMNLP (8)
COLING (6)
EACL (3)
ACL (2)
IJCNLP (2)
NAACL (1)
SEMEVAL (1)
Top co-authors
Keywords
large language model
(5)
dialogue system
(4)
text classification
(4)
language model
(3)
sentiment analysis
(3)
semi-supervised learning
(3)
natural language interface
(3)
multilingual model
(2)
multiple-choice question
(2)
question answering
(2)
instruction tuning
(2)
code-mixed text
(2)
semantic parsing
(2)
dialect identification
(2)
knowledge distillation
(2)
content moderation
(2)
transfer learning
(2)
adversarial training
(2)
ai safety
(2)
learning to rank
(2)
Papers
Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering
EACL 2026
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
EMNLP 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
ACL 2025
AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails
NAACL 2025
Safety Through Reasoning: An Empirical Study of Reasoning Guardrail Models
EMNLP 2025
GunStance: Stance Detection for Gun Control and Gun Regulation
ACL 2024
Improving Legal Judgement Prediction in Romanian with Long Text Encoders
COLING 2024
Unsupervised Extraction of Dialogue Policies from Conversations
EMNLP 2024
βVorbeΘti RomΓ’neΘte?β A Recipe to Train Powerful Romanian LLMs with English Instructions
EMNLP 2024
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues
EMNLP 2024
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails
EMNLP 2023
Multimodal Semi-supervised Learning for Disaster Tweet Classification
COLING 2022
Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT
EACL 2021
BART-TL: Weakly-Supervised Topic Label Generation
EACL 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction
EMNLP 2021
Exploring the Power of Romanian BERT for Dialect Identification
COLING 2020
Neural Approaches for Natural Language Interfaces to Databases: A Survey
COLING 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning
SEMEVAL 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning
COLING 2020
Answering questions by learning to rank - Learning to rank by answering questions
IJCNLP 2019
Answering questions by learning to rank - Learning to rank by answering questions
EMNLP 2019
Natural Language Interface for Databases Using a Dual-Encoder Model
COLING 2018
Dataset for a Neural Natural Language Interface for Databases (NNLIDB)
IJCNLP 2017