Fausto Giunchiglia
27 papers · 2017–2026 · 11 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(11)
🏃
Academic Marathon
(8)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(113)
⚡
Prolific Year
(6)
💎
Century Club
(25)
🔥
Unstoppable
(7)
❓
The Questioner
(2)
Conferences
ACL (6)
AAAI (5)
IJCAI (5)
COLING (2)
EMNLP (2)
NAACL (2)
EACL (1)
ICLR (1)
IJCNLP (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Research topics
Keywords
contrastive learning
(4)
lexical resource
(4)
graph neural network
(4)
representation learning
(3)
named entity recognition
(3)
knowledge graph
(3)
semantic representation
(3)
text classification
(3)
multilingual corpus
(3)
language diversity
(2)
diffusion model
(2)
derivational morphology
(2)
active learning
(2)
inflectional morphology
(2)
multilingual nlp
(2)
cross-linguistic analysis
(2)
multimodal learning
(2)
short text classification
(2)
attention mechanism
(2)
knowledge base
(2)
Papers
SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction
AAAI 2026
Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval
ACL 2026
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning
AAAI 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification
AAAI 2025
Improved Graph Contrastive Learning for Short Text Classification
AAAI 2024
TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification
AAAI 2024
Advancing the Arabic WordNet: Elevating Content Quality
COLING 2024
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference
IJCAI 2024
Ancient Chinese Glyph Identification Powered by Radical Semantics
ACL 2024
Local and Global: Temporal Question Answering via Information Fusion
IJCAI 2023
Concept-level Debugging of Part-Prototype Networks
ICLR 2023
How Universal is Metonymy? Results from a Large-Scale Multilingual Analysis
NAACL 2022
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition
IJCAI 2022
Language Diversity: Visible to Humans, Exploitable by Machines
ACL 2022
ZiNet: Linking Chinese Characters Spanning Three Thousand Years
ACL 2022
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction
EMNLP 2022
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation
NAACL 2022
Deep Attention Diffusion Graph Neural Networks for Text Classification
EMNLP 2021
MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology
ACL 2021
Is this Enough?-Evaluation of Malayalam Wordnet
EACL 2021
Interactive Label Cleaning with Example-based Explanations
NIPS 2021
MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology
IJCNLP 2021
Learning in the Wild with Incremental Skeptical Gaussian Processes
IJCAI 2020
Exploring the Language of Data
COLING 2020
CogNet: A Large-Scale Cognate Database
ACL 2019
Understanding and Exploiting Language Diversity
IJCAI 2017
TrentoTeam at SemEval-2017 Task 3: An application of Grice Maxims in Ranking Community Question Answers
SEMEVAL 2017