Davide Buscaldi

16 papers · 2007–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (18) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🧬 Topic Evolution 💎 Century Club (14) 🚀 Conference Pioneer 🔥 Unstoppable (5) ❓ The Questioner

Conferences

SEMEVAL (9) AAAI (1) ACL (1) COLING (1) CVPR (1) EACL (1) EMNLP (1) ICML (1)

Top co-authors

Jorge García Flores (3) Thierry Charnois (3) Jérémie Dentan (2) Sonia Vanier (2) Ekaterina Borisova (2) Kata Gábor (2) Haïfa Zargayouna (2) Antonina Mijatovic (2) Penelope Forcioli (1) Ivan V. Meza (1)

Keywords

text classification (3) named entity recognition (2) visual word sense disambiguation (2) semantic relation (2) stable diffusion (2) word sense disambiguation (1) relation extraction (1) sequence labeling (1) part-of-speech tagging (1) multimodal learning (1) vector space (1) semantic similarity (1) clustering algorithm (1) convolutional network (1) unsupervised clustering (1) token pruning (1) sparse autoencoder (1) concept extraction (1) clip model (1) information extraction (1)

Papers

Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders EACL 2026

Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs AAAI 2026

PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models CVPR 2025

Detecting AI-enhanced Opinion Spambots: a study on LLM-generated Hotel Reviews COLING 2024

Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation ICML 2024

RCLN at SemEval-2023 Task 1: Leveraging Stable Diffusion and Image Captions for Visual WSD ACL 2023

RCLN at SemEval-2023 Task 1: Leveraging Stable Diffusion and Image Captions for Visual WSD SEMEVAL 2023

SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers SEMEVAL 2018

Exploring Vector Spaces for Semantic Relations EMNLP 2017

LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model SEMEVAL 2017

LIPN-IIMAS at SemEval-2016 Task 1: Random Forest Regression Experiments on Align-and-Differentiate and Word Embeddings penalizing strategies SEMEVAL 2016

SOPA: Random Forests Regression for the Semantic Textual Similarity task SEMEVAL 2015

QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts SEMEVAL 2015

LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient SEMEVAL 2014

IRIT: Textual Similarity Combining Conceptual Similarity with an N-Gram Comparison Method SEMEVAL 2012

UPV-WSD : Combining different WSD Methods by means of Fuzzy Borda Voting SEMEVAL 2007