Stefano Faralli

12 papers · 2012–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

💎 Century Club · Bronze 📈 Trend Setter

Venues

ACL (3) EMNLP (3) EACL (2) IJCAI (2) SemEval (2)

Top co-authors

Simone Paolo Ponzetto (5) Roberto Navigli (5) Alexander Panchenko (4) Chris Biemann (4) Eugen Ruppert (3) Paola Velardi (2) Giovanni Stilo (1) Fide Marten (1) Hubert Naets (1) Serena Villata (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (4) Core Methods (3) Knowledge & Reasoning (2) Natural Language Processing (2) Applications (2) Learning Types (2) Representation (2) Computer Science (1) Deep Learning (1) Architectures (1) Foundations (1) Reasoning (1) Understanding (1)

Keywords

knowledge graph (2) word sense disambiguation (2) semantic analysis (2) unsupervised learning (2) graph structure (1) knowledge base (1) semantic network (1) relation prediction (1) knowledge graph embedding (1) language model (1) interpretable model (1) graph algorithm (1) word embedding (1) word sense induction (1) graph pruning (1) knowledge-free approach (1) taxonomy induction (1) hypernym acquisition (1) noisy graph (1) neural network (1)

Papers

Leveraging Graph Structural Knowledge to Improve Argument Relation Prediction in Political Debates ACL 2025 Efficient Pruning of Large Knowledge Graphs IJCAI 2018 The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links EACL 2017 Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation EACL 2017 Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation EMNLP 2017 TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling SemEval 2016 Large Scale Homophily Analysis in Twitter Using a Twixonomy IJCAI 2015 SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval) SemEval 2015 A Java Framework for Multilingual Definition and Hypernym Extraction ACL 2013 GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web ACL 2013 Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models EMNLP 2013 A New Minimally-Supervised Framework for Domain Word Sense Disambiguation EMNLP 2012