TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- Aamod Khatiwada
- Harsha Kokel
- et al.
- 2024
- NeurIPS 2024
Ibrahim Abdelaziz
Overview
Title
Senior Research Scientist
Location
IBM Research - Yorktown Heights
Yorktown Heights, NY USA
Bio
Ibrahim Abdelaziz is a Research Scientist at IBM Research AI. He received his Ph.D. from KAUST where he worked extensively on various aspects of graph analytics and distributed computing. Specifically, on building distributed systems to efficiently manage, query, and mine large-scale graphs. His research interests are in Knowledge Graphs, Natural Language Processing, Knowledge Representation, and Reasoning.
Publications
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
- Ibrahim Abdelaziz
- Kinjal Basu
- et al.
- 2024
- EMNLP 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
- Kinjal Basu
- Ibrahim Abdelaziz
- et al.
- 2024
- ACL 2024
Granite code models: A family of open foundation models for code intelligence
- Mayank Mishra
- Matthew Stallone
- et al.
- 2024
- arXiv
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- VLDB 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- IJCAI 2023
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations
- Achille Fokoue
- Ibrahim Abdelaziz
- et al.
- 2023
- IJCAI 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- Keerthiram Murugesan
- Sarathkrishna Swaminathan
- et al.
- 2023
- ACL 2023
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
- Srinivas Ravishankar
- June Thai
- et al.
- 2022
- EMNLP 2022
Sygma: System for generalizable modular question answering over knowledge bases
- Sumit Neelam
- Udit Sharma
- et al.
- 2022
- EMNLP 2022
Patents
- US
- 11868716
- US
- 11741375
- US
- 11740875
- US
- 11544597
- US
- 11500619
- US
- 11481212
- US
- 11429876
- US
- 10878309
Top collaborators
SC
Subhajit Chaudhury
Senior Research Scientist
AM
Asim Munawar
Program Director for Neuro-Symbolic AI
GF
Guilherme Augusto Ferreira Lima
Research Scientist
CG
Chulaka Gunasekara
Research Staff Member