Search Results for author: Alan Ramponi

Found 10 papers, 6 papers with code

Biomedical Event Extraction as Sequence Labeling

no code implementations EMNLP 2020 Alan Ramponi, Rob van der Goot, Rosario Lombardo, Barbara Plank

We introduce Biomedical Event Extraction as Sequence Labeling (BeeSL), a joint end-to-end neural information extraction model.

Event Extraction Multi-Task Learning

Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection

1 code implementation NAACL 2022 Alan Ramponi, Sara Tonelli

Avoiding to rely on dataset artifacts to predict hate speech is at the cornerstone of robust and fair hate speech detection.

Fairness Hate Speech Detection

DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection

1 code implementation SemEval (NAACL) 2022 Alan Ramponi, Elisa Leonardelli

The subtle and typically unconscious use of patronizing and condescending language (PCL) in large-audience media outlets undesirably feeds stereotypes and strengthens power-knowledge relationships, perpetuating discrimination towards vulnerable communities.

MULTI-VIEW LEARNING SemEval-2022 Task 4-1 (Binary PCL Detection) +1

NLP for Language Varieties of Italy: Challenges and the Path Forward

no code implementations20 Sep 2022 Alan Ramponi

In this paper, we introduce the linguistic context of Italy and discuss challenges facing the development of NLP technologies for Italy's language varieties.

Neural Unsupervised Domain Adaptation in NLP---A Survey

1 code implementation COLING 2020 Alan Ramponi, Barbara Plank

We also revisit the notion of domain, and we uncover a bias in the type of Natural Language Processing tasks which received most attention.

Out-of-Distribution Generalization Unsupervised Domain Adaptation

Norm It! Lexical Normalization for Italian and Its Downstream Effects for Dependency Parsing

no code implementations LREC 2020 Rob van der Goot, Alan Ramponi, Tommaso Caselli, Michele Cafagna, Lorenzo De Mattei

However, for Italian, there is no benchmark available for lexical normalization, despite the presence of many benchmarks for other tasks involving social media data.

Dependency Parsing Lexical Normalization

Cross-Domain Evaluation of Edge Detection for Biomedical Event Extraction

no code implementations LREC 2020 Alan Ramponi, Barbara Plank, Rosario Lombardo

Biomedical event extraction is a crucial task in order to automatically extract information from the increasingly growing body of biomedical literature.

Domain Adaptation Edge Detection +1

Cannot find the paper you are looking for? You can Submit a new open access paper.