Search Results for author: Aristides Milios

Found 3 papers, 1 papers with code

In-Context Learning for Text Classification with Many Labels

no code implementations19 Sep 2023 Aristides Milios, Siva Reddy, Dzmitry Bahdanau

We analyze the performance across number of in-context examples and different model scales, showing that larger models are necessary to effectively and consistently make use of larger context lengths for ICL.

In-Context Learning intent-classification +6

An Analysis of Social Biases Present in BERT Variants Across Multiple Languages

1 code implementation25 Nov 2022 Aristides Milios, Parishad BehnamGhader

Although large pre-trained language models have achieved great success in many NLP tasks, it has been shown that they reflect human biases from their pre-training corpora.

Cultural Vocal Bursts Intensity Prediction Sentence

Survey of Generative Methods for Social Media Analysis

no code implementations13 Dec 2021 Stan Matwin, Aristides Milios, Paweł Prałat, Amilcar Soares, François Théberge

This survey draws a broad-stroke, panoramic picture of the State of the Art (SoTA) of the research in generative methods for the analysis of social media data.

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