Radu Florian

Researcher, International Business Machines

Joined

October 2018

Names

Radu Florian

Emails

****@us.ibm.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

International Business Machines (ibm.com)

2002 – Present

Advisors, Relations & Conflicts

Coauthor

Abraham Ittycheriah

2003 – 2003

Coauthor

Hongyan Jing

2003 – 2003

Expertise

Information Extraction

Present

Question Answering

Present

Information Retrieval

Present

Publications

DialectalArabicMMLU: Benchmarking Dialectal Capabilities in Arabic and Multilingual Language Models
Malik H. Altakrori, Nizar Habash, Abed Alhakim Freihat, Younes Samih, Kirill Chirkunov, Muhammed AbuOdeh, Radu Florian, Teresa Lynn, Preslav Nakov, Alham Fikri Aji
- ArXiv
- Readers: Everyone
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic
Teresa Lynn, Malik H. Altakrori, Samar M. Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
- Proceedings of the 31st International Conference on Computational Linguistics
- Readers: Everyone
Optimal Policy Minimum Bayesian Risk
Ramón Fernandez Astudillo, Md Arafat Sultan, Aashka Trivedi, Yousef El-Kurdi, Tahira Naseem, Radu Florian, Salim Roukos
- Submitted to ICLR 2026
- Readers: Everyone
Less is More: Contrastive Retrieval Heads Improve Attention-Based Re-Ranking
Linh Tran, Yulong Li, Radu Florian, Wei Sun
- Submitted to ICLR 2026
- Readers: Everyone
Optimal Policy Minimum Bayesian Risk
Ramón Fernandez Astudillo, Md Arafat Sultan, Aashka Trivedi, Yousef El-Kurdi, Tahira Naseem, Radu Florian, Salim Roukos
- Submitted to NeurIPS 2025
- Readers: Everyone
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
Young-Suk Lee, Md Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo
- EMNLP 2023 Findings
- Readers: Everyone
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md Arafat Sultan, Christopher Potts
- EMNLP 2023 Main
- Readers: Everyone
GPT-too: A language-model-first approach for AMR-to-text generation
Young-Suk Lee, Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Radu Florian, Salim Roukos
- 11 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Pushing the Limits of AMR Parsing with Self-Learning
Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos
- 11 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
Young-Suk Lee, Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos
- 11 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 117 publications

Co-Authors

View all 142 co-authors