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09/01/2023
Let the Models Respond: Interpreting Language Model Detoxification Through the Lens of Prompt Dependence
Due to language models' propensity to generate toxic or hateful response...
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06/01/2023
Responsibility Perspective Transfer for Italian Femicide News
Different ways of linguistically expressing the same real-world event ca...
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05/31/2023
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation
Pre-trained language models (PLMs) have achieved great success in NLP an...
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05/31/2023
Multilingual Multi-Figurative Language Detection
Figures of speech help people express abstract concepts and evoke strong...
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05/22/2023
DUMB: A Benchmark for Smart Evaluation of Dutch Models
We introduce the Dutch Model Benchmark: DUMB. The benchmark includes a d...
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04/26/2023
Multidimensional Evaluation for Text Style Transfer Using ChatGPT
We investigate the potential of ChatGPT as a multidimensional evaluator ...
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09/24/2022
Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports
Different linguistic expressions can conceptualize the same event from d...
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09/05/2022
Multi-Figurative Language Generation
Figurative language generation is the task of reformulating a given text...
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04/15/2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer
Although text style transfer has witnessed rapid development in recent y...
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03/16/2022
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer
We exploit the pre-trained seq2seq model mBART for multilingual text sty...
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03/07/2022
IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation
The T5 model and its unified text-to-text paradigm contributed in advanc...
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03/07/2022
SOCIOFILLMORE: A Tool for Discovering Perspectives
SOCIOFILLMORE is a multilingual tool which helps to bring to the fore th...
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09/09/2021
Generic resources are what you need: Style transfer tasks without task-specific parallel training data
Style transfer aims to rewrite a source text in a different target style...
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05/14/2021
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer
Scarcity of parallel data causes formality style transfer models to have...
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05/06/2021
Adapting Monolingual Models: Data can be Scarce when Language Similarity is High
For many (minority) languages, the resources needed to train large model...
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04/26/2021
Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students
Although Natural Language Processing (NLP) is at the core of many tools ...
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04/26/2021
A dissemination workshop for introducing young Italian students to NLP
We describe and make available the game-based material developed for a l...
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01/05/2021
On the interaction of automatic evaluation and task framing in headline style transfer
An ongoing debate in the NLG community concerns the best way to evaluate...
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12/10/2020
As good as new. How to successfully recycle English GPT-2 to make models for other languages
Large generative language models have been very successful for English, ...
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11/16/2020
Datasets and Models for Authorship Attribution on Italian Personal Writings
Existing research on Authorship Attribution (AA) focuses on texts for wh...
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11/11/2020
Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality
As a contribution to personality detection in languages other than Engli...
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11/11/2020
Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian
We present a novel corpus for personality prediction in Italian, contain...
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10/27/2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias
Contextualized word embeddings have been replacing standard embeddings a...
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04/29/2020
GePpeTto Carves Italian into a Language Model
In the last few years, pre-trained neural architectures have provided im...
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04/14/2020
What's so special about BERT's layers? A closer look at the NLP pipeline in monolingual and multilingual models
Experiments with transfer learning on pre-trained language models such a...
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12/19/2019
BERTje: A Dutch BERT Model
The transformer-based pre-trained language model BERT has helped to impr...
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11/20/2019
Casting a Wide Net: Robust Extraction of Potentially Idiomatic Expressions
Idiomatic expressions like `out of the woods' and `up the ante' present ...
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07/16/2019
You Write Like You Eat: Stylistic variation as a predictor of social stratification
Inspired by Labov's seminal work on stylistic variation as a function of...
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05/23/2019
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor
Analogies such as man is to king as woman is to X are often used to illu...
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05/08/2018
Bleaching Text: Abstract Features for Cross-lingual Gender Prediction
Gender prediction has typically focused on lexical and social network fe...
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07/17/2017
To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging
Does normalization help Part-of-Speech (POS) tagging accuracy on noisy, ...
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07/12/2017
N-GrAM: New Groningen Author-profiling Model
We describe our participation in the PAN 2017 shared task on Author Prof...
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11/10/2016
Tracing metaphors in time through self-distance in vector spaces
From a diachronic corpus of Italian, we build consecutive vector spaces ...
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11/09/2016
When silver glitters more than gold: Bootstrapping an Italian part-of-speech tagger for Twitter
We bootstrap a state-of-the-art part-of-speech tagger to tag Italian Twi...
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11/09/2016