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01/28/2023
Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets
We evaluate five English NLP benchmark datasets (available on the superG...
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01/24/2023
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons
With the expansion of AI-powered virtual assistants, there is a need for...
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10/11/2022
T5 for Hate Speech, Augmented Data and Ensemble
We conduct relatively extensive investigations of automatic hate speech ...
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05/07/2022
Vector Representations of Idioms in Conversational Systems
We demonstrate, in this study, that an open-domain conversational system...
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05/02/2022
State-of-the-art in Open-domain Conversational AI: A Survey
We survey SoTA open-domain conversational AI models with the purpose of ...
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04/17/2022
Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource, African Languages
We investigate the possibility of cross-lingual transfer from a state-of...
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04/15/2022
ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language
This paper describes the system used by the Machine Learning Group of LT...
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02/11/2022
HaT5: Hate Language Identification using Text-to-Text Transfer Transformer
We investigate the performance of a state-of-the art (SoTA) architecture...
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10/12/2021
Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning
Building open-domain conversational systems (or chatbots) that produce c...
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06/10/2021
Spatiotemporal Spike-Pattern Selectivity in Single Mixed-Signal Neurons with Balanced Synapses
Realizing the potential of mixed-signal neuromorphic processors for ultr...
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04/25/2021
Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms
We present a fairly large, Potential Idiomatic Expression (PIE) dataset ...
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11/15/2020
The Challenge of Diacritics in Yoruba Embeddings
The major contributions of this work include the empirical establishment...
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11/06/2020
Corpora Compared: The Case of the Swedish Gigaword Wikipedia Corpora
In this work, we show that the difference in performance of embeddings f...
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07/23/2020
Exploring Swedish English fastText Embeddings with the Transformer
In this paper, our main contributions are that embeddings from relativel...
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03/23/2020
Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks
Word2Vec is a prominent tool for Natural Language Processing (NLP) tasks...
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02/12/2020
