Federico Bianchi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

A challenge for rounded evaluation of recommender systems.

[BibT_eX]

[DOI]

Patrick John Chia

Nat. Mac. Intell., February, 2023

Viewpoint: Artificial Intelligence Accidents Waiting to Happen?

[BibT_eX]

[DOI]

Amanda Cercas Curry

J. Artif. Intell. Res., 2023

E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems.

[BibT_eX]

[DOI]

Davide Eynard

Fahd Husain

CoRR, 2023

Beyond Digital "Echo Chambers": The Role of Viewpoint Diversity in Political Discussion.

[BibT_eX]

[DOI]

Patrícia G. C. Rossini

Rebekah Tromble

Nava Tintarev

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

EvalRS 2023: Well-Rounded Recommender Systems for Real-World Deployments.

[BibT_eX]

[DOI]

Davide Eynard

Fahd Husain

Claudio Pomo

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

When and Why Vision-Language Models Behave like Bags-Of-Words, and What to Do About It?

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Contrastive Language-Image Pre-training for the Italian Language.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Gender and Age Bias in Commercial Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Towards Responsible Machine Translation, 2023

2022

ProSiT! Latent Variable Discovery with PROgressive SImilarity Thresholds.

[BibT_eX]

[DOI]

Tommaso Fornaciari

CoRR, 2022

Is It Worth the (Environmental) Cost? Limited Evidence for the Benefits of Diachronic Continuous Training.

[BibT_eX]

[DOI]

CoRR, 2022

FashionCLIP: Connecting Language and Images for Product Representations.

[BibT_eX]

[DOI]

CoRR, 2022

"Does it come in black?" CLIP-like models are zero-shot recommenders.

[BibT_eX]

[DOI]

CoRR, 2022

Beyond NDCG: Behavioral Testing of Recommender Systems with RecList.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

XLM-EMO: Multilingual Emotion Prediction in Social Media Text.

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022

MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities.

[BibT_eX]

[DOI]

Giuseppe Attanasio

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Language Technology for Equality, 2022

Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SocioProbe: What, When, and Where Language Models Learn about Sociodemographics.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

"It's Not Just Hate": A Multi-Dimensional Perspective on Detecting Harmful Speech Online.

[BibT_eX]

[DOI]

Stefanie Anja Hills

Patrícia G. C. Rossini

Rebekah Tromble

Nava Tintarev

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data.

[BibT_eX]

[DOI]

Vincenzo Cutrona

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

EvalRS: a rounded evaluation of recommender systems.

[BibT_eX]

[DOI]

Patrick John Chia

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021

Tough Tables: Carefully Evaluating Entity Linking for Tabular Data.

[BibT_eX]

[DOI]

Dataset, June, 2021

Tough Tables: Carefully Evaluating Entity Linking for Tabular Data.

[BibT_eX]

[DOI]

Dataset, June, 2021

Logic Tensor Networks: Theory and Applications.

[BibT_eX]

[DOI]

Luciano Serafini

Artur S. d'Avila Garcez

Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Language Invariant Properties in Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Language-Image Pre-training for the Italian Language.

[BibT_eX]

[DOI]

CoRR, 2021

SIGIR 2021 E-Commerce Workshop Data Challenge.

[BibT_eX]

[DOI]

CoRR, 2021

Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings.

[BibT_eX]

[DOI]

Giovanni Cassani

Marco Marelli

Cogn. Sci., 2021

Towards bridging the neuro-symbolic gap: deep deductive reasoners.

[BibT_eX]

[DOI]

Appl. Intell., 2021

Universal Joy A Data Set and Results for Classifying Emotions Across Languages.

[BibT_eX]

[DOI]

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

MilaNLP @ WASSA: Does BERT Feel Sad When You Cry?

[BibT_eX]

[DOI]

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

FEEL-IT: Emotion and Sentiment Classification for the Italian Language.

[BibT_eX]

[DOI]

Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021

HONEST: Measuring Hurtful Sentence Completion in Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Query2Prod2Vec: Grounded Word Embeddings for eCommerce.

[BibT_eX]

[DOI]

Bingqing Yu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction.

[BibT_eX]

[DOI]

Ciro Greco

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

NEST: Neural Soft Type Constraints to Improve Entity Linking in Tables.

[BibT_eX]

[DOI]

Proceedings of the Further with Knowledge Graphs, 2021

SWEAT: Scoring Polarization of Topics across Different Corpora.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BERTective: Language Models and Contextual Information for Deception Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Cross-lingual Contextualized Topic Models with Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence.

[BibT_eX]

[DOI]

Silvia Terragni

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

On the Gap between Adoption and Understanding in NLP.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment.

[BibT_eX]

[DOI]

Monireh Ebrahimi

Md. Kamruzzaman Sarker

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Tough Tables: Carefully Evaluating Entity Linking for Tabular Data.

[BibT_eX]

[DOI]

Dataset, November, 2020

Tough Tables: Carefully Benchmarking Semantic Table Annotators.

[BibT_eX]

[DOI]

Dataset, May, 2020

Knowledge Graph Embeddings and Explainable AI.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Corpus-based Comparison of Distributional Models of Language and Knowledge Graphs.

[BibT_eX]

[DOI]

PhD thesis, 2020

Neural-symbolic integration and the Semantic Web.

[BibT_eX]

[DOI]

Pascal Hitzler

Monireh Ebrahimi

Md. Kamruzzaman Sarker

Semantic Web, 2020

BERT Goes Shopping: Comparing Distributional Models for Product Representations.

[BibT_eX]

[DOI]

Bingqing Yu

CoRR, 2020

Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario.

[BibT_eX]

[DOI]

CoRR, 2020

Knowledge Graph Embeddings and Explainable AI.

[BibT_eX]

[DOI]

CoRR, 2020

Compass-aligned Distributional Embeddings for Studying Semantic Differences across Corpora.

[BibT_eX]

[DOI]

CoRR, 2020

What the [MASK]? Making Sense of Language-Specific BERT Models.

[BibT_eX]

[DOI]

CoRR, 2020

"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Tough Tables: Carefully Evaluating Entity Linking for Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2020, 2020

The Embeddings That Came in From the Cold: Improving Vectors for New and Rare Products with Content-Based Inference.

[BibT_eX]

[DOI]

Bingqing Yu

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

UNIMIB @ DIACR-Ita: Aligning Distributional Embeddings with a Compass for Semantic Change Detection in the Italian Language (short paper).

[BibT_eX]

[DOI]

Federico Belotti

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

"You Sound Just Like Your Father" Commercial Machine Translation Systems Include Stylistic Biases.

[BibT_eX]

[DOI]

Adriano Macarone Palmieri

Tommaso Fornaciari

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

On the composition and recommendation of multi-feature paths: a comprehensive approach.

[BibT_eX]

[DOI]

GeoInformatica, 2019

Experimental neural network enhanced quantum tomography.

[BibT_eX]

[DOI]

CoRR, 2019

Complementing Logical Reasoning with Sub-symbolic Commonsense.

[BibT_eX]

[DOI]

Proceedings of the Rules and Reasoning - Third International Joint Conference, 2019

Supporting Journalism by Combining Neural Language Generation and Knowledge Graphs.

[BibT_eX]

[DOI]

Marco Cremaschi

Andrea Maurino

Andrea Primo Pierotti

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Mapping Lexical Knowledge to Distributed Models for Ontology Concept Invention.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

On the Capabilities of Logic Tensor Networks for Deductive Reasoning.

[BibT_eX]

[DOI]

Pascal Hitzler

Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019) Stanford University, 2019

Training Temporal Word Embeddings with a Compass.

[BibT_eX]

[DOI]

Valerio Di Carlo

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Reasoning over RDF Knowledge Bases using Deep Learning.

[BibT_eX]

[DOI]

Monireh Ebrahimi

Md. Kamruzzaman Sarker

CoRR, 2018

Towards Encoding Time in Text-Based Entity Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2018, 2018

Type Vector Representations from Text: An Empirical Analysis.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), 2018

2017

Actively Learning to Rank Semantic Associations for Personalized Contextual Exploration of Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - 14th International Conference, 2017

Joint Learning of Entity and Type Embeddings for Analogical Reasoning with Entities.

[BibT_eX]

[DOI]