Edoardo Maria Ponti
29 papers · 2018–2023 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (61) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Deep Specialist
(13)
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Mega-Team · Squad
🤝
Dynamic Duo
(20)
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Keyword Trendsetter Combo
(3)
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Keyword Pioneer
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Trend Setter
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Prolific Year · Productive
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Unstoppable · Bronze
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Keyword Collector
(130)
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
(20)
Machine Learning
(19)
Natural Language Processing
(15)
Resources & Methods
(15)
Deep Learning
(13)
Learning Types · Machine Learning
(12)
Learning Paradigms
(11)
Learning Types · Deep Learning
(11)
Core AI
(10)
Core Methods
(8)
Application Areas
(5)
Understanding
(5)
Architectures
(4)
Generation
(4)
Applications
(3)
Keywords
cross-lingual transfer
(10)
typological feature
(4)
few-shot learning
(4)
low-resource language
(4)
zero-shot learning
(4)
multilingual transformer
(3)
lexical knowledge
(3)
transfer learning
(3)
lexical semantics
(3)
zero-shot transfer
(3)
word vector
(3)
adversarial learning
(2)
representation learning
(2)
adapter module
(2)
pre-trained language model
(2)
multilingual model
(2)
language model
(2)
vision-language model
(2)
distributional semantics
(2)
referential game
(2)
Papers
Combining Parameter-efficient Modules for Task-level Generalisation
EACL 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer
ACL 2023
Efficient Transformers with Dynamic Token Pooling
ACL 2023
Multi-Head Adapter Routing for Cross-Task Generalization
NeurIPS 2023
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders
EACL 2023
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
ICML 2022
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples
EMNLP 2021
LexFit: Lexical Fine-Tuning of Pretrained Language Models
ACL 2021
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer
EMNLP 2021
Minimax and Neyman–Pearson Meta-Learning for Outlier Languages
ACL 2021
SIGTYP 2021 Shared Task: Robust Spoken Language Identification
NAACL 2021
Verb Knowledge Injection for Multilingual Event Processing
ACL 2021
Visually Grounded Reasoning across Languages and Cultures
EMNLP 2021
Emergent Communication Pretraining for Few-Shot Machine Translation
COLING 2020
Internal and external pressures on language emergence: least effort, object constancy and frequency
EMNLP 2020
Probing Pretrained Language Models for Lexical Semantics
EMNLP 2020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
ACL 2020
SIGTYP 2020 Shared Task: Prediction of Typological Features
EMNLP 2020
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity
COLING 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
EMNLP 2020
Cross-lingual Semantic Specialization via Lexical Relation Induction
EMNLP 2019
Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP
ACL 2019
Semantic Specialization of Distributional Word Vectors
EMNLP 2019
Semantic Specialization of Distributional Word Vectors
IJCNLP 2019
Specializing Distributional Vectors of All Words for Lexical Entailment
ACL 2019
Towards Zero-shot Language Modeling
EMNLP 2019
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
EMNLP 2018
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP
ACL 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling
EMNLP 2018