Tharindu Ranasinghe
49 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(35)
Machine Learning
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Applications
(25)
Artificial Intelligence
(19)
Resources & Methods
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Learning Types Β· Machine Learning
(18)
Deep Learning
(17)
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Generation
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(5)
Keywords
text classification
(16)
low-resource language
(9)
transformer model
(9)
multilingual nlp
(8)
machine translation
(7)
transfer learning
(7)
offensive language detection
(7)
social media analysis
(6)
lexical simplification
(6)
quality estimation
(6)
social media
(5)
multilingual model
(5)
natural language processing
(4)
large language model
(4)
multi-task learning
(3)
language model
(3)
cross-lingual transformer
(3)
pre-trained language model
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ensemble learning
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Papers
A Survey on Multilingual Mental Disorders Detection from Social Media Data
EACL 2026
Overview of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)
EACL 2026
SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems
EACL 2026
Does Machine Translation Impact Offensive Language Identification? The Case of Indo-Aryan Languages
COLING 2025
Exploring the Performance of Large Language Models on Subjective Span Identification Tasks
IJCNLP 2025
MUSTS: MUltilingual Semantic Textual Similarity Benchmark
ACL 2025
Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)
COLING 2025
Sinhala Encoder-only Language Models and Evaluation
ACL 2025
Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy
COLING 2025
A Federated Learning Approach to Privacy Preserving Offensive Language Identification
COLING 2024
An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework
COLING 2024
A Survey of Multimodal Sarcasm Detection
IJCAI 2024
DARES: Dataset for Arabic Readability Estimation of School Materials
COLING 2024
DORE: A Dataset for Portuguese Definition Generation
COLING 2024
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language
COLING 2024
MentalHelp: A Multi-Task Dataset for Mental Health in Social Media
COLING 2024
MultiLS: An End-to-End Lexical Simplification Framework
EMNLP 2024
NSina: A News Corpus for Sinhala
COLING 2024
Rater Cohesion and Quality from a Vicarious Perspective
EMNLP 2024
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline
NAACL 2024
What do Large Language Models Need for Machine Translation Evaluation?
EMNLP 2024
ALEXSIS+: Improving Substitute Generation and Selection for Lexical Simplification with Information Retrieval
ACL 2023
A Multi-task Learning Framework for Quality Estimation
ACL 2023
A Text-to-Text Model for Multilingual Offensive Language Identification
IJCNLP 2023
Offensive Language Identification in Transliterated and Code-Mixed Bangla
EMNLP 2023
Quality Estimation-Assisted Automatic Post-Editing
EMNLP 2023
SurreyAI 2023 Submission for the Quality Estimation Shared Task
EMNLP 2023
Target-Based Offensive Language Identification
ACL 2023
Teacher and Student Models of Offensive Language in Social Media
ACL 2023
Vicarious Offense and Noise Audit of Offensive Speech Classifiers: Unifying Human and Machine Disagreement on What is Offensive
EMNLP 2023
ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification
COLING 2022
GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models
EMNLP 2022
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers
ACL 2021
Comparing Approaches to Dravidian Language Identification
EACL 2021
Discovering Black Lives Matter Events in the United States: Shared Task 3, CASE 2021
ACL 2021
fBERT: A Neural Transformer for Identifying Offensive Content
EMNLP 2021
MUDES: Multilingual Detection of Offensive Spans
NAACL 2021
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation
EMNLP 2021
Transformers to Fight the COVID-19 Infodemic
NAACL 2021
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation
SemEval 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans
SemEval 2021
BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media
SemEval 2020
BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word Similarity
SemEval 2020
InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction
EMNLP 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings
EMNLP 2020
RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction
SemEval 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment
EMNLP 2020
TransQuest: Translation Quality Estimation with Cross-lingual Transformers
COLING 2020
RGCL-WLV at SemEval-2019 Task 12: Toponym Detection
SemEval 2019