Pavlos Vougiouklis
12 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Applications
(5)
Machine Learning
(4)
Architectures
(4)
Core Methods
(3)
Knowledge & Reasoning
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
knowledge graph
(3)
multi-hop question answering
(3)
retrieval-augmented generation
(3)
language model
(2)
graph-based retrieval
(2)
large language model
(2)
information retrieval
(1)
text generation
(1)
attention mechanism
(1)
intent classification
(1)
bidirectional attention
(1)
knowledge base
(1)
knowledge graph question answering
(1)
convolutional neural network
(1)
question answering
(1)
task planning
(1)
text summarization
(1)
recurrent neural network
(1)
multimodal learning
(1)
natural language generation
(1)
Papers
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering
EMNLP 2025
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
ICLR 2025
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
ACL 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation
ACL 2025
A Usage-centric Take on Intent Understanding in E-Commerce
EMNLP 2024
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA
EMNLP 2024
FastRAT: Fast and Efficient Cross-lingual Text-to-SQL Semantic Parsing
IJCNLP 2023
Retrieval Augmented Generation with Rich Answer Encoding
IJCNLP 2023
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract)
IJCAI 2020
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
NAACL 2018
A Neural Network Approach for Knowledge-Driven Response Generation
COLING 2016