Geraldine Damnati
15 papers · 2008–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🚀
Conference Pioneer
❓
The Questioner
⚡
Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
(75)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(8)
Applications
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core Methods
(4)
Understanding
(4)
Core AI
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Learning Types · Deep Learning
(2)
Linguistics
(2)
Architectures
(1)
Generation
(1)
Keywords
question answering
(3)
semantic parsing
(3)
question generation
(2)
domain generalization
(2)
cross-lingual transfer
(2)
sequence tagging
(2)
frame semantics
(2)
transfer learning
(2)
adversarial learning
(2)
sentiment analysis
(1)
sequence labeling
(1)
multi-task learning
(1)
model evaluation
(1)
annotation projection
(1)
evaluation methodology
(1)
speech recognition
(1)
reading comprehension
(1)
explainable ai
(1)
multimodal learning
(1)
information retrieval
(1)
Papers
DivMerge: A divergence-based model merging method for multi-tasking
EACL 2026
Statistical Deficiency for Task Inclusion Estimation
ACL 2025
A linguistically-motivated evaluation methodology for unraveling model’s abilities in reading comprehension tasks
EMNLP 2024
Extrinsic evaluation of question generation methods with user journey logs
COLING 2024
Exploring Social Sciences Archives with Explainable Document Linkage through Question Generation
EACL 2023
SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining
EMNLP 2021
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning
Interspeech 2019
CALOR-QUEST : generating a training corpus for Machine Reading Comprehension models from shallow semantic annotations
EMNLP 2019
MaskParse@Deskin at SemEval-2019 Task 1: Cross-lingual UCCA Semantic Parsing using Recursive Masked Sequence Tagging
SemEval 2019
Robust Semantic Parsing with Adversarial Learning for Domain Generalization
NAACL 2019
The Impact of Word Representations on Sequential Neural MWE Identification
ACL 2019
Evaluating Automatic Topic Segmentation as a Segment Retrieval Task
Interspeech 2017
SimBow at SemEval-2017 Task 3: Soft-Cosine Semantic Similarity between Questions for Community Question Answering
SemEval 2017
Exploring Collections of Multimedia Archives Through Innovative Interfaces in the Context of Digital Humanities
Interspeech 2016
Normalizing SMS: are Two Metaphors Better than One ?
COLING 2008