Guido Zuccon
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(10)
Deep Learning
(7)
Natural Language Processing
(7)
Applications Β· Natural Language Processing
(7)
Artificial Intelligence
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Computer Science
(3)
Applications Β· Computer Science
(3)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Models
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Computer Vision
(2)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Keywords
dense retrieval
(2)
prompt engineering
(2)
large language model
(2)
active learning
(2)
zero-shot learning
(2)
knowledge graph
(2)
entity alignment
(2)
information retrieval
(2)
embedding learning
(1)
passage retrieval
(1)
sparse representation
(1)
document retrieval
(1)
topological data analysis
(1)
document understanding
(1)
persistent homology
(1)
text classification
(1)
document analysis
(1)
uncertainty sampling
(1)
document ranking
(1)
graph embedding
(1)
Papers
AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation
EACL 2026
VISA: Retrieval Augmented Generation with Visual Source Attribution
ACL 2025
CoLAL: Co-learning Active Learning for Text Classification
AAAI 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
EMNLP 2024
Source-Free Domain-Invariant Performance Prediction
ECCV 2024
Convolutional Persistence as a Remedy to Neural Model Analysis
AISTATS 2023
Dr ChatGPT tell me what I want to hear: How different prompts impact health answer correctness
EMNLP 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking
EMNLP 2023
Guiding Neural Entity Alignment with Compatibility
EMNLP 2022
ActiveEA: Active Learning for Neural Entity Alignment
EMNLP 2021
Dealing with Typos for BERT-based Passage Retrieval and Ranking
EMNLP 2021