Florin Brad

According to our database, Florin Brad authored at least 16 papers between 2017 and 2026.

Collaborative distances:

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

2026

JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models.

Alexandra Dragomir, Ioana Pintilie, Antonio Barbalau, Marius Dragoi, Florin Brad, Cristian Daniel Paduraru, Alexandru Tifrea, Elena Burceanu, Radu Tudor Ionescu

CoRR, April, 2026

CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning.

Alexandra Dragomir, Florin Brad, Radu Tudor Ionescu

CoRR, January, 2026

2025

C-ing Clearly: Enhanced Binary Code Explanations using C code.

Teodor Poncu, Ioana Pintilie, Marius Dragoi, Dragos Tantaru, Florin Brad

CoRR, December, 2025

Beyond Pass@k: Breadth-Depth Metrics for Reasoning Boundaries.

Marius Dragoi, Ioana Pintilie, Florin Gogianu, Florin Brad

CoRR, October, 2025

2023

Time Series Anomaly Detection using Diffusion-based Models.

Ioana Pintilie, Andrei Manolache, Florin Brad

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web.

Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection.

Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Rethinking the Authorship Verification Experimental Setups.

Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Transferring BERT-like Transformers' Knowledge for Authorship Verification.

Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu

CoRR, 2021

DATE: Detecting Anomalies in Text via Self-Supervision of Transformers.

Andrei Manolache, Florin Brad, Elena Burceanu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Neural Approaches for Natural Language Interfaces to Databases: A Survey.

Radu Cristian Alexandru Iacob, Florin Brad, Elena Simona Apostol, Ciprian-Octavian Truica, Ionel-Alexandru Hosu, Traian Rebedea

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

2019

Scene Graph Contextualization in Visual Commonsense Reasoning.

Florin Brad

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

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

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

2017

Neural Paraphrase Generation using Transfer Learning.

Florin Brad, Traian Rebedea

Proceedings of the 10th International Conference on Natural Language Generation, 2017

Dataset for a Neural Natural Language Interface for Databases (NNLIDB).

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

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017