Gaetano Rossiello

Researcher, International Business Machines

Joined

November 2018

Names

Gaetano Rossiello (Preferred)

Emails

****@uniba.it (Confirmed)

****@ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

International Business Machines (ibm.com)

2019 – Present

PhD student

University of Bari (uniba.it)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Giovanni Semeraro

2015 – 2019

Expertise

natural language processing

knowledge representation and reasoning

machine learning

2015 – Present

Publications

ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
Weiqin Chen, Nhan H Pham, Michael Glass, Long H. Vu, Gaetano Rossiello, Dharmashankar Subramanian, Santiago Paternain
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Transduction is All You Need for Structured Data Workflows
Alfio Gliozzo, Naweed Khan, Christodoulos Constantinides, Nandana Mihindukulasooriya, Nahuel Defosse, Gaetano Rossiello, Junkyu Lee
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Rationalization Models for Text-to-SQL
Gaetano Rossiello, Nhan H Pham, Michael Glass, Junkyu Lee, Dharmashankar Subramanian
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Re2G: Retrieve, Rerank, Generate
Michael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, Ankita Naik, Pengshan Cai, Alfio Gliozzo
- 03 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo et al. (10 additional authors not shown)
- 2021 (modified: 03 Sept 2021)
- ACL/IJCNLP (Findings) 2021
- Readers: Everyone
Generative Relation Linking for Question Answering over Knowledge Bases
Gaetano Rossiello, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Mihaela A. Bornea, Alfio Gliozzo, Tahira Naseem, Pavan Kapanipathi
- 2021 (modified: 13 Oct 2021)
- CoRR 2021
- Readers: Everyone
Generative Relation Linking for Question Answering over Knowledge Bases
Gaetano Rossiello, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Mihaela A. Bornea, Alfio Gliozzo, Tahira Naseem, Pavan Kapanipathi
- 2021 (modified: 13 Oct 2021)
- ISWC 2021
- Readers: Everyone
Populating Web-Scale Knowledge Graphs Using Distantly Supervised Relation Extraction and Validation
Sarthak Dash, Michael R. Glass, Alfio Gliozzo, Mustafa Canim, Gaetano Rossiello
- 2021 (modified: 29 Oct 2021)
- Inf. 2021
- Readers: Everyone
Robust Retrieval Augmented Generation for Zero-shot Slot Filling
Michael R. Glass, Gaetano Rossiello, Md. Faisal Mahbub Chowdhury, Alfio Gliozzo
- 2021 (modified: 15 Nov 2021)
- EMNLP (1) 2021
- Readers: Everyone
Open Knowledge Graphs Canonicalization using Variational Autoencoders
Sarthak Dash, Gaetano Rossiello, Nandana Mihindukulasooriya, Sugato Bagchi, Alfio Gliozzo
- 2021 (modified: 15 Nov 2021)
- EMNLP (1) 2021
- Readers: Everyone

View all 39 publications

Co-Authors

View all 79 co-authors