Pat Verga
9 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird
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The Questioner
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Research topics
Natural Language Processing
(9)
Artificial Intelligence
(6)
Applications
(6)
Core AI
(5)
Machine Learning
(4)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Clinical
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
question answering
(4)
knowledge base
(3)
entity linking
(3)
large language model
(2)
open-domain question answering
(2)
question-answer pair
(2)
world knowledge
(2)
low-resource language
(1)
multimodal learning
(1)
model distillation
(1)
information retrieval
(1)
question generation
(1)
text generation
(1)
relation extraction
(1)
hallucination mitigation
(1)
named entity recognition
(1)
synthetic data
(1)
pre-trained language model
(1)
retrieval-augmented generation
(1)
language model
(1)
Papers
FLARE: Faithful Logic-Aided Reasoning and Exploration
EMNLP 2025
Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress
ACL 2025
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering
EACL 2023
QA Is the New KR: Question-Answer Pairs as Knowledge Bases
AAAI 2023
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering
ACL 2023
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization
EMNLP 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text
EMNLP 2022
Adaptable and Interpretable Neural MemoryOver Symbolic Knowledge
NAACL 2021
Simultaneously Linking Entities and Extracting Relations from Biomedical Text without Mention-Level Supervision
AAAI 2020