Federico Bianchi

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 105

Top Venues

Publications

Patrick John Chia, Giuseppe Attanasio, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems. CoRR (2023)
Federico Bianchi, Patrick John Chia, Ciro Greco, Claudio Pomo, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain, Jacopo Tagliabue
EvalRS 2023. Well-Rounded Recommender Systems For Real-World Deployments. CoRR (2023)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
A challenge for rounded evaluation of recommender systems. Nat. Mac. Intell. 5 (2) (2023)
Rishav Hada, Amir Ebrahimi Fard, Sarah Shugars, Federico Bianchi, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion. WSDM (2023)
Elena De Gioannis, Federico Bianchi, Flaminio Squazzoni
Gender bias in the classroom: A network study on self and peer ability attribution. Soc. Networks 72 (2023)
Federico Bianchi, Daniel García-Costa, Francisco Grimaldo, Flaminio Squazzoni
Corrigendum to 'Measuring the effect of reviewers on manuscript change: A study on a sample of submissions to Royal Society journals (2006-2017)' Journal of Informetrics, Volume 16, Issue 3, 2022, 101316. J. Informetrics 17 (1) (2023)
Federico Bianchi, Amanda Cercas Curry, Dirk Hovy
Viewpoint: Artificial Intelligence Accidents Waiting to Happen? J. Artif. Intell. Res. 76 (2023)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities. SemEval@NAACL (2022)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
EvalRS: a Rounded Evaluation of Recommender Systems. CoRR (2022)
Giuseppe Attanasio, Debora Nozza, Federico Bianchi, Dirk Hovy
Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training. CoRR (2022)
Mert Yüksekgönül, Federico Bianchi, Pratyusha Kalluri, Dan Jurafsky, James Zou
When and why vision-language models behave like bags-of-words, and what to do about it? CoRR (2022)
Federico Bianchi, Vincenzo Cutrona, Dirk Hovy
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data. EMNLP (Demos) (2022)
Alberto Castellini, Federico Bianchi, Alessandro Farinelli
Generation and interpretation of parsimonious predictive models for load forecasting in smart heating networks. Appl. Intell. 52 (9) (2022)
Federico Bianchi, Vincenzo Cutrona, Dirk Hovy
Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data. CoRR (2022)
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. EMNLP (2022)
Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue
FashionCLIP: Connecting Language and Images for Product Representations. CoRR (2022)
Federico Bianchi, Debora Nozza, Dirk Hovy
XLM-EMO: Multilingual Emotion Prediction in Social Media Text. WASSA@ACL (2022)
Anne Lauscher, Federico Bianchi, Samuel Bowman, Dirk Hovy
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics. CoRR (2022)
Federico Bianchi, Alessandro Falsone, Luigi Piroddi, Maria Prandini
A constrained clustering approach to bounded-error identification of switched and piecewise affine systems. Autom. 146 (2022)
Miao Yu, Federico Bianchi, Luigi Piroddi
Identification of switched nonlinear ARX systems using a randomized algorithm. CDC (2022)
Federico Bianchi, Luigi Piroddi, Alberto Bemporad, Geza Halasz, Matteo Villani, Dario Piga
Active preference-based optimization for human-in-the-loop feature selection. Eur. J. Control 66 (2022)
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Chloe He, Brian Ko
Beyond NDCG: Behavioral Testing of Recommender Systems with RecList. WWW (Companion Volume) (2022)
Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan
Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale. CoRR (2022)
Rishav Hada, Amir Ebrahimi Fard, Sarah Shugars, Federico Bianchi, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion. CoRR (2022)
Paul Röttger, Debora Nozza, Federico Bianchi, Dirk Hovy
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages. CoRR (2022)
Federico Bianchi, Stefanie Anja Hills, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
"It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online. CoRR (2022)
Federico Bianchi, Stefano Speziali, Andrea Marini, Massimiliano Proietti, Lorenzo Menculini, Alberto Garinei, Gabriele Bellani, Marcello Marconi
Real-Time Oil Leakage Detection on Aftermarket Motorcycle Damping System with Convolutional Neural Networks. CoRR (2022)
Federico Bianchi, Antonino Masaracchia, Angelo Damone, Erfan Shojaei Barjuei, Calogero Maria Oddo, Paolo Dario, Gastone Ciuti
Hybrid 6-DoF Magnetic Localization for Robotic Capsule Endoscopes Compatible With High-Grade Magnetic Field Navigation. IEEE Access 10 (2022)
Debora Nozza, Federico Bianchi, Anne Lauscher, Dirk Hovy
Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals. LT-EDI (2022)
Anne Lauscher, Federico Bianchi, Samuel R. Bowman, Dirk Hovy
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics. EMNLP (2022)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
EvalRS: a rounded evaluation of recommender systems. CIKM Workshops (2022)
Federico Bianchi, Daniel García-Costa, Francisco Grimaldo, Flaminio Squazzoni
Measuring the effect of reviewers on manuscript change: A study on a sample of submissions to Royal Society journals (2006-2017). J. Informetrics 16 (3) (2022)
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Diogo Gonçalves
"Does it come in black?" CLIP-like models are zero-shot recommenders. CoRR (2022)
Tommaso Fornaciari, Dirk Hovy, Federico Bianchi
ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds. CoRR (2022)
Federico Bianchi, Stefanie Anja Hills, Patricia Rossini, Dirk Hovy, Rebekah Tromble, Nava Tintarev
"It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online. EMNLP (2022)
Federico Bianchi, Stefano Speziali, Andrea Marini, Massimiliano Proietti, Lorenzo Menculini, Alberto Garinei, Gabriele Bellani, Marcello Marconi
Real-Time Oil Leakage Detection on Aftermarket Motorcycle Damping System with Convolutional Neural Networks. Sensors 22 (20) (2022)
Miao Yu, Federico Bianchi, Luigi Piroddi
A switched nonlinear system identification method with switching location refinement. CDC (2021)
Tommaso Fornaciari, Federico Bianchi, Debora Nozza, Dirk Hovy
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? WASSA@EACL (2021)
Federico Bianchi, Marco Marelli, Paolo Nicoli, Matteo Palmonari
SWEAT: Scoring Polarization of Topics across Different Corpora. EMNLP (1) (2021)
Federico Bianchi, Marco Marelli, Paolo Nicoli, Matteo Palmonari
SWEAT: Scoring Polarization of Topics across Different Corpora. CoRR (2021)
Federico Bianchi, Jacopo Tagliabue, Bingqing Yu
Query2Prod2Vec Grounded Word Embeddings for eCommerce. CoRR (2021)
Jacopo Tagliabue, Ciro Greco, Jean-Francis Roy, Bingqing Yu, Patrick John Chia, Federico Bianchi, Giovanni Cassani
SIGIR 2021 E-Commerce Workshop Data Challenge. CoRR (2021)
Federico Bianchi, Ciro Greco, Jacopo Tagliabue
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction. NAACL-HLT (2021)
Massimiliano Proietti, Federico Bianchi, Andrea Marini, Lorenzo Menculini, Loris Francesco Termite, Alberto Garinei, Lorenzo Biondi, Marcello Marconi
Edge Intelligence with Deep Learning in Greenhouse Management. SMARTGREENS (2021)
Federico Bianchi, Debora Nozza, Dirk Hovy
Language Invariant Properties in Natural Language Processing. CoRR (2021)
Tommaso Fornaciari, Federico Bianchi, Massimo Poesio, Dirk Hovy
BERTective: Language Models and Contextual Information for Deception Detection. EACL (2021)
Vincenzo Cutrona, Gianluca Puleri, Federico Bianchi, Matteo Palmonari
NEST: Neural Soft Type Constraints to Improve Entity Linking in Tables. SEMANTiCS (2021)
Giulia Fransvea, Sara Moccia, Federico Bianchi, Gastone Ciuti, Arianna Menciassi, Lorenzo Capineri, Calogero Maria Oddo
Intraoperative-technologies advancements in automated cancer detection: a narrative review. MetroInd4.0&IoT (2021)
Monireh Ebrahimi, Aaron Eberhart, Federico Bianchi, Pascal Hitzler
Towards bridging the neuro-symbolic gap: deep deductive reasoners. Appl. Intell. 51 (9) (2021)
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Chloe He, Brian Ko
Beyond NDCG: behavioral testing of recommender systems with RecList. CoRR (2021)
Federico Bianchi, Jacopo Tagliabue, Bingqing Yu
Query2Prod2Vec: Grounded Word Embeddings for eCommerce. NAACL-HLT (Industry Papers) (2021)
Federico Bianchi, Debora Nozza, Dirk Hovy
FEEL-IT: Emotion and Sentiment Classification for the Italian Language. WASSA@EACL (2021)
Debora Nozza, Federico Bianchi, Dirk Hovy
HONEST: Measuring Hurtful Sentence Completion in Language Models. NAACL-HLT (2021)
Alberto Castellini, Federico Bianchi, Alessandro Farinelli
Predictive Model Generation for Load Forecasting in District Heating Networks. IEEE Intell. Syst. 36 (4) (2021)
Federico Bianchi, Valentina Breschi, Dario Piga, Luigi Piroddi
Model structure selection for switched NARX system identification: A randomized approach. Autom. 125 (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. EACL (2021)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi
Contrastive Language-Image Pre-training for the Italian Language. CoRR (2021)
Stefano Speziali, Federico Bianchi, Andrea Marini, Lorenzo Menculini, Massimiliano Proietti, Loris Francesco Termite, Alberto Garinei, Marcello Marconi, Andrea Delogu
Solving Sensor Placement Problems In Real Water Distribution Networks Using Adiabatic Quantum Computation. QCE (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. ACL/IJCNLP (2) (2021)
Sotiris Lamprinidis, Federico Bianchi, Daniel Hardt, Dirk Hovy
Universal Joy A Data Set and Results for Classifying Emotions Across Languages. WASSA@EACL (2021)
Giovanni Cassani, Federico Bianchi, Marco Marelli
Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings. Cogn. Sci. 45 (4) (2021)
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler
Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Federico Bianchi, Dirk Hovy
On the Gap between Adoption and Understanding in NLP. ACL/IJCNLP (Findings) (2021)
Federico Bianchi, Ciro Greco, Jacopo Tagliabue
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction. CoRR (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. CoRR (2020)
Debora Nozza, Federico Bianchi, Dirk Hovy
What the [MASK]? Making Sense of Language-Specific BERT Models. CoRR (2020)
Federico Bianchi, Francesco Masillo, Alberto Castellini, Alessandro Farinelli
XM_HeatForecast: Heating Load Forecasting in Smart District Heating Networks. LOD (1) (2020)
Bingqing Yu, Jacopo Tagliabue, Ciro Greco, Federico Bianchi
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization. CoRR (2020)
Federico Bianchi, Pietro Tarocco, Alberto Castellini, Alessandro Farinelli
Convolutional Neural Network and Stochastic Variational Gaussian Process for Heating Load Forecasting. LOD (1) (2020)
Bingqing Yu, Jacopo Tagliabue, Ciro Greco, Federico Bianchi
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization. WWW (Companion Volume) (2020)
Vincenzo Cutrona, Federico Bianchi, Ernesto Jiménez-Ruiz, Matteo Palmonari
Tough Tables: Carefully Evaluating Entity Linking for Tabular Data. ISWC (2) (2020)
Federico Bianchi, Gaetano Rossiello, Luca Costabello, Matteo Palmonari, Pasquale Minervini
Knowledge Graph Embeddings and Explainable AI. CoRR (2020)
Federico Bianchi, Silvia Terragni, Dirk Hovy
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. CoRR (2020)
Federico Bianchi, Valerio Di Carlo, Paolo Nicoli, Matteo Palmonari
Compass-aligned Distributional Embeddings for Studying Semantic Differences across Corpora. CoRR (2020)
Federico Bianchi, Bingqing Yu, Jacopo Tagliabue
BERT Goes Shopping: Comparing Distributional Models for Product Representations. CoRR (2020)
Federico Bianchi, Simone Formentin, Luigi Piroddi
Structure selection of noise covariance matrices for linear Kalman filter design. ECC (2020)
Jacopo Tagliabue, Bingqing Yu, Federico Bianchi
The Embeddings That Came in From the Cold: Improving Vectors for New and Rare Products with Content-Based Inference. RecSys (2020)
Dirk Hovy, Federico Bianchi, Tommaso Fornaciari
"You Sound Just Like Your Father" Commercial Machine Translation Systems Include Stylistic Biases. ACL (2020)
Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md. Kamruzzaman Sarker
Neural-symbolic integration and the Semantic Web. Semantic Web 11 (1) (2020)
Federico Bianchi, Jacopo Tagliabue, Bingqing Yu, Luca Bigon, Ciro Greco
Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario. CoRR (2020)
Federico Belotti, Federico Bianchi, Matteo Palmonari
UNIMIB @ DIACR-Ita: Aligning Distributional Embeddings with a Compass for Semantic Change Detection in the Italian Language (short paper). EVALITA (2020)
Federico Bianchi, Matteo Palmonari, Pascal Hitzler, Luciano Serafini
Complementing Logical Reasoning with Sub-symbolic Commonsense. RuleML+RR (2019)
Federico Bianchi, Pascal Hitzler
On the Capabilities of Logic Tensor Networks for Deductive Reasoning. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2019)
Vincenzo Cutrona, Federico Bianchi, Michele Ciavotta, Andrea Maurino
On the composition and recommendation of multi-feature paths: a comprehensive approach. GeoInformatica 23 (3) (2019)
Federico Bianchi, Francisco Grimaldo, Flaminio Squazzoni
-index. Valuing reviewers for scholarly journals. J. Informetrics 13 (1) (2019)
Marco Cremaschi, Federico Bianchi, Andrea Maurino, Andrea Primo Pierotti
Supporting Journalism by Combining Neural Language Generation and Knowledge Graphs. CLiC-it (2019)
Federico Bianchi, Alberto Castellini, Pietro Tarocco, Alessandro Farinelli
Load Forecasting in District Heating Networks: Model Comparison on a Real-World Case Study. LOD (2019)
Adriano Macarone Palmieri, Egor Kovlakov, Federico Bianchi, Dmitry Yudin, Stanislav Straupe, Jacob D. Biamonte, Sergei Kulik
Experimental neural network enhanced quantum tomography. CoRR (2019)
Valerio Di Carlo, Federico Bianchi, Matteo Palmonari
Training Temporal Word Embeddings with a Compass. CoRR (2019)
Federico Bianchi, Alessandro Falsone, Maria Prandini, Luigi Piroddi
Nonlinear system identification with model structure selection via distributed computation. CDC (2019)
Dimitrios K. Iakovidis, George Dimas, Alexandros Karargyris, Federico Bianchi, Gastone Ciuti, Anastasios Koulaouzidis
Deep Endoscopic Visual Measurements. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Valerio Di Carlo, Federico Bianchi, Matteo Palmonari
Training Temporal Word Embeddings with a Compass. AAAI (2019)
Manuel Vimercati, Federico Bianchi, Mauricio Soto, Matteo Palmonari
Mapping Lexical Knowledge to Distributed Models for Ontology Concept Invention. AI*IA (2019)
Federico Bianchi, Mauricio Soto, Matteo Palmonari, Vincenzo Cutrona
Type Vector Representations from Text: An Empirical Analysis. DL4KGS@ESWC (2018)
Federico Bianchi, Francisco Grimaldo, Giangiacomo Bravo, Flaminio Squazzoni
The peer review game: an agent-based model of scientists facing resource constraints and institutional pressures. Scientometrics 116 (3) (2018)
Yang Hao, Peisen Zhang, Federico Bianchi, Lei Wu, Jing Li, Gastone Ciuti, Qiang Huang, Paolo Dario
Analytical Magnetic Model towards Compact Design of Magnetically-driven Capsule Robot. CBS (2018)
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler
Reasoning over RDF Knowledge Bases using Deep Learning. CoRR (2018)
Peisen Zhang, Jing Li, Yang Hao, Federico Bianchi, Gastone Ciuti, Tatsuo Arai, Qiang Huang, Paolo Dario
The role of computed tomography data in the design of a robotic magnetically-guided endoscopic platform. Adv. Robotics 32 (8) (2018)
Federico Bianchi, Matteo Palmonari, Debora Nozza
Towards Encoding Time in Text-Based Entity Embeddings. ISWC (1) (2018)
Federico Bianchi, Niccolò Casnici, Flaminio Squazzoni
Solidarity as a byproduct of professional collaboration: Social support and trust in a coworking space. Soc. Networks 54 (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Federico Bianchi