Diego Marcheggiani
12 papers · 2010–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
📈
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Research topics
Deep Learning
(8)
Natural Language Processing
(8)
Applications
(7)
Architectures
(6)
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Understanding
(2)
Interdisciplinary
(1)
Application Areas
(1)
Linguistics
(1)
Keywords
semantic role labeling
(4)
graph convolutional network
(4)
dependency parsing
(3)
predicate-argument structure
(2)
sentence encoder
(2)
neural machine translation
(2)
social media analysis
(1)
multilingual nlp
(1)
sentiment analysis
(1)
information retrieval
(1)
syntactic parsing
(1)
passage retrieval
(1)
text representation
(1)
reading comprehension
(1)
text classification
(1)
pre-trained model
(1)
constituency parsing
(1)
user modeling
(1)
graph attention network
(1)
question answering
(1)
Papers
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages
ACL 2023
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling
EMNLP 2020
Book QA: Stories of Challenges and Opportunities
EMNLP 2019
You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP
EMNLP 2019
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks
NAACL 2018
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
CoNLL 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
EMNLP 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
EMNLP 2017
Semantic Role Labeling
EMNLP 2017
A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining
EMNLP 2015
An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences
EMNLP 2014
ISTI@SemEval-2 Task 8: Boosting-Based Multiway Relation Classification
SemEval 2010