Pavlos Vougiouklis
14 papers · 2016–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (9)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(27)
π
Century Club
(14)
Conferences
EMNLP (4)
AACL (2)
ACL (2)
IJCNLP (2)
COLING (1)
ICLR (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
knowledge graph
(3)
retrieval-augmented generation
(3)
multi-hop question answering
(3)
language model
(2)
graph-based retrieval
(2)
multimodal learning
(1)
information retrieval
(1)
natural language generation
(1)
bidirectional attention
(1)
intent classification
(1)
knowledge base
(1)
text generation
(1)
convolutional neural network
(1)
recurrent neural network
(1)
knowledge graph question answering
(1)
text summarization
(1)
question answering
(1)
multi-hop reasoning
(1)
attention weight
(1)
attention mechanism
(1)
Papers
GeAR: Graph-enhanced Agent for Retrieval-augmented Generation
ACL 2025
Donβt Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering
EMNLP 2025
Masking in Multi-hop QA: An Analysis of How Language Models Perform with Context Permutation
ACL 2025
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
ICLR 2025
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
EMNLP 2024
A Usage-centric Take on Intent Understanding in E-Commerce
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
AACL 2023
Retrieval Augmented Generation with Rich Answer Encoding
AACL 2023
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