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03/04/2023
Lon-eå at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction
We study the influence of different activation functions in the output l...
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11/11/2022
CoRAL: a Context-aware Croatian Abusive Language Dataset
In light of unprecedented increases in the popularity of the internet an...
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06/20/2022
Misspelling Semantics In Thai
User-generated content is full of misspellings. Rather than being just r...
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05/04/2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment
In text-to-SQL tasks – as in much of NLP – compositional generalization ...
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09/21/2021
Not All Comments are Equal: Insights into Comment Moderation from a Topic-Aware Model
Moderation of reader comments is a significant problem for online news p...
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09/11/2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization
Recently, there has been significant progress in studying neural network...
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09/11/2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
Addressing the mismatch between natural language descriptions and the co...
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09/03/2021
A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis
Dementia is a family of neurogenerative conditions affecting memory and ...
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07/22/2021
Evaluation of contextual embeddings on less-resourced languages
The current dominance of deep neural networks in natural language proces...
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06/29/2021
Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs
We present two multimodal fusion-based deep learning models that consume...
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06/17/2021
Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech
This paper is a submission to the Alzheimer's Dementia Recognition throu...
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06/02/2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution
Recently, there has been significant progress in studying neural network...
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08/30/2020
Temporal Mental Health Dynamics on Social Media
We describe a set of experiments for building a temporal mental health d...
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04/02/2020
How Furiously Can Colourless Green Ideas Sleep? Sentence Acceptability in Context
We study the influence of context on sentence acceptability. First we co...
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12/11/2019
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context
State of the art natural language processing tools are built on context-...
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11/01/2018
Exploring Semantic Incrementality with Dynamic Syntax and Vector Space Semantics
One of the fundamental requirements for models of semantic processing in...
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08/04/2016