Massimo Nicosia
15 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird
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Dynamic Duo
(10)
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Venues
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Research topics
Artificial Intelligence
(6)
Natural Language Processing
(6)
Applications
(6)
Deep Learning
(5)
Machine Learning
(4)
Architectures
(4)
Core AI
(3)
Learning Paradigms
(3)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Resources & Methods
(2)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Techniques
(1)
Understanding
(1)
Keywords
semantic parsing
(2)
cross-lingual transfer
(2)
attention mechanism
(2)
zero-shot learning
(2)
multilingual nlp
(1)
question answering
(1)
knowledge base
(1)
semantic matching
(1)
synthetic data generation
(1)
multilingual pretraining
(1)
text matching
(1)
semantic similarity
(1)
convolutional neural network
(1)
zero-shot transfer
(1)
table question answering
(1)
structured data
(1)
tree kernel
(1)
modular architecture
(1)
siamese network
(1)
contextual embedding
(1)
Papers
mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations
EMNLP 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages
EMNLP 2023
Byte-Level Massively Multilingual Semantic Parsing
EMNLP 2022
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data
EMNLP 2021
Answering Conversational Questions on Structured Data without Logical Forms
EMNLP 2019
Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection
EMNLP 2018
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information
CoNLL 2017
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations
ACL 2017
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles
ACL 2015
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English
SemEval 2015
SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem
ACL 2015
Learning to Differentiate Better from Worse Translations
EMNLP 2014
Learning to Rank Answer Candidates for Automatic Resolution of Crossword Puzzles
CoNLL 2014
Learning Adaptable Patterns for Passage Reranking
CoNLL 2013
Learning Semantic Textual Similarity with Structural Representations
ACL 2013