Ibrahim Abdelaziz
21 papers · 2019–2026 · 6 venues · across top CS/AI venues
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(15)
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The Questioner
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(6)
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Research topics
Artificial Intelligence
(15)
Core AI
(14)
Deep Learning
(11)
Machine Learning
(11)
Natural Language Processing
(11)
Applications
(9)
Knowledge & Reasoning
(6)
Learning Types Β· Machine Learning
(6)
Architectures
(5)
Learning Types Β· Deep Learning
(5)
Representation
(5)
Learning Paradigms
(4)
Resources & Methods
(4)
Reinforcement Learning
(3)
Core Methods
(3)
Keywords
knowledge graph
(5)
knowledge base question answering
(5)
large language model
(4)
relation linking
(2)
api call
(2)
graph neural network
(2)
automated theorem proving
(2)
rule learning
(2)
tool use
(2)
textual entailment
(2)
multi-task learning
(2)
question answering
(2)
natural language inference
(2)
transfer learning
(2)
reinforcement learning
(2)
knowledge base
(2)
language model
(2)
semantic parsing
(2)
function calling
(2)
temporal reasoning
(1)
Papers
Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
EACL 2026
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
EMNLP 2025
R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory
ACL 2025
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
ACL 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations
IJCAI 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
ACL 2023
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
EMNLP 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
IJCAI 2023
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
EMNLP 2022
Can Machines Read Coding Manuals Yet? β A Benchmark for Building Better Language Models for Code Understanding
AAAI 2022
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules
EMNLP 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
EMNLP 2022
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving
AAAI 2021
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
AAAI 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
ACL 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
Neural Analogical Matching
AAAI 2021
HandVoxNet: Deep Voxel-Based Network for 3D Hand Shape and Pose Estimation From a Single Depth Map
CVPR 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
AAAI 2020
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain
AAAI 2019