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07/18/2023
Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study
Text classification is an area of research which has been studied over t...
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05/19/2023
Deep Learning Approaches to Lexical Simplification: A Survey
Lexical Simplification (LS) is the task of replacing complex for simpler...
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05/18/2023
Deep Learning Methods for Extracting Metaphorical Names of Flowers and Plants
The domain of Botany is rich with metaphorical terms. Those terms play a...
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01/29/2023
Vicarious Offense and Noise Audit of Offensive Speech Classifiers
This paper examines social web content moderation from two key perspecti...
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12/01/2022
SOLD: Sinhala Offensive Language Dataset
The widespread of offensive content online, such as hate speech and cybe...
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11/22/2022
Predicting the Type and Target of Offensive Social Media Posts in Marathi
The presence of offensive language on social media is very common motiva...
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11/18/2022
Overview of the HASOC Subtrack at FIRE 2022: Offensive Language Identification in Marathi
The widespread of offensive content online has become a reason for great...
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09/19/2022
ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification
Lexical simplification (LS) is the task of automatically replacing compl...
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09/16/2022
Transformer-based Detection of Multiword Expressions in Flower and Plant Names
Multiword expression (MWE) is a sequence of words which collectively pre...
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08/16/2022
BERT(s) to Detect Multiword Expressions
Multiword expressions (MWEs) present groups of words in which the meanin...
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05/12/2022
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain
The task of machine reading comprehension (MRC) is a useful benchmark to...
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05/02/2022
Biographical: A Semi-Supervised Relation Extraction Dataset
Extracting biographical information from online documents is a popular r...
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09/22/2021
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation
Current Machine Translation (MT) systems achieve very good results on a ...
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09/10/2021
FBERT: A Neural Transformer for Identifying Offensive Content
Transformer-based models such as BERT, XLNET, and XLM-R have achieved st...
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09/08/2021
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi
The widespread presence of offensive language on social media motivated ...
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07/30/2021
WLV-RIT at GermEval 2021: Multitask Learning with Transformers to Detect Toxic, Engaging, and Fact-Claiming Comments
This paper addresses the identification of toxic, engaging, and fact-cla...
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05/31/2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers
Most studies on word-level Quality Estimation (QE) of machine translatio...
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05/12/2021
Multilingual Offensive Language Identification for Low-resource Languages
Offensive content is pervasive in social media and a reason for concern ...
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04/25/2021
Transformers to Fight the COVID-19 Infodemic
The massive spread of false information on social media has become a glo...
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04/09/2021
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation
Identifying whether a word carries the same meaning or different meaning...
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04/09/2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans
In recent years, the widespread use of social media has led to an increa...
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03/09/2021
Comparing Approaches to Dravidian Language Identification
This paper describes the submissions by team HWR to the Dravidian Langua...
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02/18/2021
MUDES: Multilingual Detection of Offensive Spans
The interest in offensive content identification in social media has gro...
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11/01/2020
WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments
This paper describes the WLV-RIT entry to the Hate Speech and Offensive ...
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11/01/2020
TransQuest: Translation Quality Estimation with Cross-lingual Transformers
Recent years have seen big advances in the field of sentence-level quali...
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10/13/2020
RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction
This paper presents the RGCL team submission to SemEval 2020 Task 6: Def...
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10/13/2020
BRUMS at SemEval-2020 Task 12 : Transformer based Multilingual Offensive Language Identification in Social Media
In this paper, we describe the team BRUMS entry to OffensEval 2: Multili...
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10/13/2020
BRUMS at SemEval-2020 Task 3: Contextualised Embeddings forPredicting the (Graded) Effect of Context in Word Similarity
This paper presents the team BRUMS submission to SemEval-2020 Task 3: Gr...
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10/11/2020
InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction
Identifying informative tweets is an important step when building inform...
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10/11/2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings
Offensive content is pervasive in social media and a reason for concern ...
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10/11/2020
TransQuest at WMT2020: Sentence-Level Direct Assessment
This paper presents the team TransQuest's participation in Sentence-Leve...
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04/27/2020
Intelligent Translation Memory Matching and Retrieval with Sentence Encoders
Matching and retrieving previously translated segments from a Translatio...
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03/16/2020
Offensive Language Identification in Greek
As offensive language has become a rising issue for online communities a...
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06/12/2019
Concept Discovery through Information Extraction in Restaurant Domain
Concept identification is a crucial step in understanding and building a...
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06/02/2019