User Profile Feature-Based Approach to Address the Cold Start Problem in Collaborative Filtering for Personalized Movie Recommendation. - Lasitha Uyangoda; Supunmali Ahangama; Tharindu Ranasinghe (ICDIM, 2018)

RGCL at IDAT: Deep Learning models for Irony Detection in Arabic Language. - Tharindu Ranasinghe; Hadeel Saadany; Alistair Plum; Salim Mandhari; Emad Mohamed; Constantin Orasan; Ruslan Mitkov (FIRE (Working Notes), 2019)

BRUMS at HASOC 2019: Deep Learning Models for Multilingual Hate Speech and Offensive Language Identification. - Tharindu Ranasinghe; Marcos Zampieri; Hansi Hettiarachchi (FIRE (Working Notes), 2019)

RGCL at GermEval 2019: Offensive Language Detection with Deep Learning. - Alistair Plum; Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (KONVENS, 2019)

Emoji Powered Capsule Network to Detect Type and Target of Offensive Posts in Social Media. - Hansi Hettiarachchi; Tharindu Ranasinghe (RANLP, 2019)

Toponym Detection in the Bio-Medical Domain: A Hybrid Approach with Deep Learning. - Alistair Plum; Tharindu Ranasinghe; Constantin Orasan (RANLP, 2019)

Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations. - Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (RANLP, 2019)

Semantic Textual Similarity with Siamese Neural Networks. - Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (RANLP, 2019)

RGCL-WLV at SemEval-2019 Task 12: Toponym Detection. - Alistair Plum; Tharindu Ranasinghe; Pablo Calleja 001; Constantin Orasan; Ruslan Mitkov (SemEval@NAACL-HLT, 2019)

Concept Discovery through Information Extraction in Restaurant Domain. - Nadeesha Pathirana; Sandaru Seneviratne; Rangika Samarawickrama; Shane Wolff; Charith Chitraranjan; Uthayasanker Thayasivam; Tharindu Ranasinghe (Computación y Sistemas, 2019)

InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction. - Hansi Hettiarachchi; Tharindu Ranasinghe (W-NUT@EMNLP, 2020)

TransQuest: Translation Quality Estimation with Cross-lingual Transformers. - Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (COLING, 2020)

Intelligent Translation Memory Matching and Retrieval with Sentence Encoders. - Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (EAMT, 2020)

Multilingual Offensive Language Identification with Cross-lingual Embeddings. - Tharindu Ranasinghe; Marcos Zampieri (EMNLP (1), 2020)

WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments. - Tharindu Ranasinghe; Sarthak Gupte; Marcos Zampieri; Ifeoma Nwogu (FIRE (Working Notes), 2020)

Offensive Language Identification in Greek. - Zeses Pitenis; Marcos Zampieri; Tharindu Ranasinghe (LREC, 2020)

BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word Similarity. - Hansi Hettiarachchi; Tharindu Ranasinghe (SemEval@COLING, 2020)

BRUMS at SemEval-2020 Task 12: Transformer Based Multilingual Offensive Language Identification in Social Media. - Tharindu Ranasinghe; Hansi Hettiarachchi (SemEval@COLING, 2020)

RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction. - Tharindu Ranasinghe; Alistair Plum; Constantin Orasan; Ruslan Mitkov (SemEval@COLING, 2020)

TransQuest at WMT2020: Sentence-Level Direct Assessment. - Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (WMT@EMNLP, 2020)

BRUMS at SemEval-2020 Task 3: Contextualised Embeddings forPredicting the (Graded) Effect of Context in Word Similarity. - Hansi Hettiarachchi; Tharindu Ranasinghe (CoRR, 2020)

RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction. - Tharindu Ranasinghe; Alistair Plum; Constantin Orasan; Ruslan Mitkov (CoRR, 2020)

An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers. - Tharindu Ranasinghe; Constantin Orasan; Ruslan Mitkov (ACL/IJCNLP (2), 2021)

fBERT: A Neural Transformer for Identifying Offensive Content. - Diptanu Sarkar; Marcos Zampieri; Tharindu Ranasinghe; Alexander G. Ororbia II (EMNLP (Findings), 2021)

Overview of the HASOC Subtrack at FIRE 2021: HateSpeech and Offensive Content Identification in English and Indo-Aryan Languages. - Thomas Mandl 001; Sandip Modha; Gautam Kishore Shahi; Hiren Madhu; Shrey Satapara; Prasenjit Majumder; Johannes Schäfer; Tharindu Ranasinghe; Marcos Zampieri; Durgesh Nandini; Amit Kumar Jaiswal (FIRE (Working Notes), 2021)

Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages and Conversational Hate Speech. - Sandip Modha; Thomas Mandl 001; Gautam Kishore Shahi; Hiren Madhu; Shrey Satapara; Tharindu Ranasinghe; Marcos Zampieri (FIRE, 2021)

Transformer Models for Offensive Language Identification in Marathi. - Mayuresh Nene; Kai North; Tharindu Ranasinghe; Marcos Zampieri (FIRE (Working Notes), 2021)

WLV-RIT at GermEval 2021: Multitask Learning with Transformers to Detect Toxic, Engaging, and Fact-Claiming Comments. - Skye Morgan; Tharindu Ranasinghe; Marcos Zampieri (GermEval@KONVENS, 2021)

MUDES: Multilingual Detection of Offensive Spans. - Tharindu Ranasinghe; Marcos Zampieri (NAACL-HLT (Demonstrations), 2021)

Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi. - Saurabh Sampatrao Gaikwad; Tharindu Ranasinghe; Marcos Zampieri; Christopher Homan (RANLP, 2021)

Can Multilingual Transformers Fight the COVID-19 Infodemic? - Lasitha Uyangodage; Tharindu Ranasinghe; Hansi Hettiarachchi (RANLP, 2021)

TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation. - Hansi Hettiarachchi; Tharindu Ranasinghe (SemEval@ACL/IJCNLP, 2021)

WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans. - Tharindu Ranasinghe; Diptanu Sarkar; Marcos Zampieri; Alexander G. Ororbia II (SemEval@ACL/IJCNLP, 2021)

Comparing Approaches to Dravidian Language Identification. - Tommi Jauhiainen; Tharindu Ranasinghe; Marcos Zampieri (VarDial@EACL, 2021)

Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation. - Diptesh Kanojia; Marina Fomicheva; Tharindu Ranasinghe; Frédéric Blain; Constantin Orasan; Lucia Specia (WMT@EMNLP, 2021)

Transformers to Fight the COVID-19 Infodemic. - Lasitha Uyangodage; Tharindu Ranasinghe; Hansi Hettiarachchi (CoRR, 2021)

Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages. - Thomas Mandl 001; Sandip Modha; Gautam Kishore Shahi; Hiren Madhu; Shrey Satapara; Prasenjit Majumder; Johannes Schäfer; Tharindu Ranasinghe; Marcos Zampieri; Durgesh Nandini; Amit Kumar Jaiswal (CoRR, 2021)

An Evaluation of Multilingual Offensive Language Identification Methods for the Languages of India. - Tharindu Ranasinghe; Marcos Zampieri (Inf., 2021)

ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification. - Kai North; Marcos Zampieri; Tharindu Ranasinghe (COLING, 2022)

Overview of the HASOC Subtrack at FIRE 2022: Offensive Language Identification in Marathi. - Tharindu Ranasinghe; Kai North; Damith Premasiri; Marcos Zampieri (FIRE (Working Notes), 2022)

Overview of the HASOC Subtrack at FIRE 2022: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages. - Shrey Satapara; Prasenjit Majumder; Thomas Mandl 001; Sandip Modha; Hiren Madhu; Tharindu Ranasinghe; Marcos Zampieri; Kai North; Damith Premasiri (FIRE, 2022)

Biographical Semi-Supervised Relation Extraction Dataset. - Alistair Plum; Tharindu Ranasinghe; Spencer Jones; Constantin Orasan; Ruslan Mitkov (SIGIR, 2022)

DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain. - Damith Premasiri; Tharindu Ranasinghe; Wajdi Zaghouani; Ruslan Mitkov (CoRR, 2022)

BERT(s) to Detect Multiword Expressions. - Damith Premasiri; Tharindu Ranasinghe (CoRR, 2022)

Transformer-based Detection of Multiword Expressions in Flower and Plant Names. - Damith Premasiri; Amal Haddad Haddad; Tharindu Ranasinghe; Ruslan Mitkov (CoRR, 2022)

Predicting the type and target of offensive social media posts in Marathi. - Marcos Zampieri; Tharindu Ranasinghe; Mrinal Chaudhari; Saurabh Gaikwad; Prajwal Krishna; Mayuresh Nene; Shrunali Paygude (Soc. Netw. Anal. Min., 2022)

Multilingual Offensive Language Identification for Low-resource Languages. - Tharindu Ranasinghe; Marcos Zampieri (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

A Multi-task Learning Framework for Quality Estimation. - Sourabh Dattatray Deoghare; Paramveer Choudhary; Diptesh Kanojia; Tharindu Ranasinghe; Pushpak Bhattacharyya; Constantin Orasan (ACL (Findings), 2023)

Teacher and Student Models of Offensive Language in Social Media. - Tharindu Ranasinghe; Marcos Zampieri (ACL (Findings), 2023)

Target-Based Offensive Language Identification. - Marcos Zampieri; Skye Morgan; Kai North; Tharindu Ranasinghe; Austin Simmmons; Paridhi Khandelwal; Sara Rosenthal; Preslav Nakov (ACL (2), 2023)

ALEXSIS+: Improving Substitute Generation and Selection for Lexical Simplification with Information Retrieval. - Kai North; Alphaeus Dmonte; Tharindu Ranasinghe; Matthew Shardlow; Marcos Zampieri (BEA@ACL, 2023)

Quality Estimation-Assisted Automatic Post-Editing. - Sourabh Dattatray Deoghare; Diptesh Kanojia; Frédéric Blain; Tharindu Ranasinghe; Pushpak Bhattacharyya (EMNLP (Findings), 2023)

Vicarious Offense and Noise Audit of Offensive Speech Classifiers: Unifying Human and Machine Disagreement on What is Offensive. - Tharindu Cyril Weerasooriya; Sujan Dutta; Tharindu Ranasinghe; Marcos Zampieri; Christopher Homan; Ashiqur R. KhudaBukhsh (EMNLP, 2023)

Overview of the HASOC Subtracks at FIRE 2023: Hate Speech and Offensive Content Identification in Assamese, Bengali, Bodo, Gujarati and Sinhala. - Tharindu Ranasinghe; Koyel Ghosh; Aditya Shankar Pal; Apurbalal Senapati; Alphaeus Eric Dmonte; Marcos Zampieri; Sandip Modha; Shrey Satapara (FIRE, 2023)

Overview of the HASOC Subtrack at FIRE 2023: Hate-Speech Identification in Sinhala and Gujarati. - Shrey Satapara; Hiren Madhu; Tharindu Ranasinghe; Alphaeus Eric Dmonte; Marcos Zampieri; Pavan Pandya; Nisarg Shah 005; Sandip Modha; Prasenjit Majumder; Thomas Mandl 001 (FIRE (Working Notes), 2023)

A Text-to-Text Model for Multilingual Offensive Language Identification. - Tharindu Ranasinghe; Marcos Zampieri (IJCNLP (Findings), 2023)

Deep Learning Approaches to Detecting Safeguarding Concerns in Schoolchildren's Online Conversations. - Emma Franklin; Tharindu Ranasinghe (RANLP, 2023)

Explainable Event Detection with Event Trigger Identification as Rationale Extraction. - Hansi Hettiarachchi; Tharindu Ranasinghe (RANLP, 2023)

Deep Learning Methods for Identification of Multiword Flower and Plant Names. - Damith Premasiri; Amal Haddad Haddad; Tharindu Ranasinghe; Ruslan Mitkov (RANLP, 2023)

Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study. - Damith Premasiri; Tharindu Ranasinghe; Ruslan Mitkov (RANLP, 2023)

Publish or Hold? Automatic Comment Moderation in Luxembourgish News Articles. - Tharindu Ranasinghe; Alistair Plum; Christoph Purschke; Marcos Zampieri (RANLP, 2023)

SurreyAI 2023 Submission for the Quality Estimation Shared Task. - Archchana Sindhujan; Diptesh Kanojia; Constantin Orasan; Tharindu Ranasinghe (WMT, 2023)

Vicarious Offense and Noise Audit of Offensive Speech Classifiers. - Tharindu Cyril Weerasooriya; Sujan Dutta; Tharindu Ranasinghe; Marcos Zampieri; Christopher M. Homan; Ashiqur R. KhudaBukhsh (CoRR, 2023)

Offensive Language Identification in Transliterated and Code-Mixed Bangla. - Md. Nishat Raihan; Umma Hani Tanmoy; Anika Binte Islam; Kai North; Tharindu Ranasinghe; Antonios Anastasopoulos; Marcos Zampieri (CoRR, 2023)

Deep Learning Methods for Extracting Metaphorical Names of Flowers and Plants. - Amal Haddad Haddad; Damith Premasiri; Tharindu Ranasinghe; Ruslan Mitkov (Proces. del Leng. Natural, 2023)

Offensive language identification with multi-task learning. - Marcos Zampieri; Tharindu Ranasinghe; Diptanu Sarkar; Alexander Ororbia (J. Intell. Inf. Syst., 2023)

OffensEval 2023: Offensive language identification in the age of Large Language Models. - Marcos Zampieri; Sara Rosenthal; Preslav Nakov; Alphaeus Dmonte; Tharindu Ranasinghe (Nat. Lang. Eng., 2023)

Towards Generalized Offensive Language Identification. - Alphaeus Dmonte; Tejas Arya; Tharindu Ranasinghe; Marcos Zampieri (ASONAM (1), 2024)

The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline. - Matthew Shardlow; Fernando Alva-Manchego; Riza Batista-Navarro; Stefan Bott; Saúl Calderón Ramírez; Rémi Cardon; Thomas François; Akio Hayakawa; Andrea Horbach; Anna Hülsing; Yusuke Ide; Joseph Marvin Imperial; et al. (BEA, 2024)

DORE: A Dataset for Portuguese Definition Generation. - Anna Beatriz Dimas Furtado; Tharindu Ranasinghe; Frédéric Blain; Ruslan Mitkov (LREC/COLING, 2024)

NSina: A News Corpus for Sinhala. - Hansi Hettiarachchi; Damith Premasiri; Lasitha Randunu Chandrakantha Uyangodage; Tharindu Ranasinghe (LREC/COLING, 2024)

Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language. - Alistair Plum; Tharindu Ranasinghe; Christoph Purschke (LREC/COLING, 2024)

MentalHelp: A Multi-Task Dataset for Mental Health in Social Media. - Md. Nishat Raihan; Sadiya Sayara Chowdhury Puspo; Shafkat Farabi; Ana-Maria Bucur; Tharindu Ranasinghe; Marcos Zampieri (LREC/COLING, 2024)

Rater Cohesion and Quality from a Vicarious Perspective. - Deepak Pandita; Tharindu Cyril Weerasooriya; Sujan Dutta; Sarah Luger; Tharindu Ranasinghe; Ashiqur R. KhudaBukhsh; Marcos Zampieri; Christopher Homan (EMNLP (Findings), 2024)

What do Large Language Models Need for Machine Translation Evaluation? - Shenbin Qian; Archchana Sindhujan; Minnie Kabra; Diptesh Kanojia; Constantin Orasan; Tharindu Ranasinghe; Frédéric Blain (EMNLP, 2024)

A Survey of Multimodal Sarcasm Detection. - Shafkat Farabi; Tharindu Ranasinghe; Diptesh Kanojia; Yu Kong 001; Marcos Zampieri (IJCAI, 2024)

CSEPrompts: A Benchmark of Introductory Computer Science Prompts. - Md. Nishat Raihan; Dhiman Goswami; Sadiya Sayara Chowdhury Puspo; Christian D. Newman; Tharindu Ranasinghe; Marcos Zampieri (ISMIS, 2024)

MultiLS: A Multi-task Lexical Simplification Framework. - Kai North; Tharindu Ranasinghe; Matthew Shardlow; Marcos Zampieri (CoRR, 2024)

A Federated Learning Approach to Privacy Preserving Offensive Language Identification. - Marcos Zampieri; Damith Premasiri; Tharindu Ranasinghe (CoRR, 2024)

On the effects of machine translation on offensive language detection. - Alphaeus Dmonte; Shrey Satapara; Rehab Alsudais; Tharindu Ranasinghe; Marcos Zampieri (Soc. Netw. Anal. Min., 2024)

Sinhala Encoder-only Language Models and Evaluation. - Tharindu Ranasinghe; Hansi Hettiarachchi; Nadeesha Chathurangi Naradde Vidana Pathirana; Damith Premasiri; Lasitha Uyangodage; Isuri Anuradha Nanomi Arachchige; Alistair Plum; Paul Rayson; Ruslan Mitkov (ACL (1), 2025)

Does Machine Translation Impact Offensive Language Identification? The Case of Indo-Aryan Languages. - Alphaeus Dmonte; Shrey Satapara; Rehab Alsudais; Tharindu Ranasinghe; Marcos Zampieri (COLING Workshops, 2025)

Proceedings of the First Workshop on Language Models for Low-Resource Languages. - Hansi Hettiarachchi; Tharindu Ranasinghe; Paul Rayson; Ruslan Mitkov; Mohamed Medhat Gaber; Damith Premasiri; Fiona Anting Tan; Lasitha Uyangodage (COLING Workshops, 2025)

Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025). - Hansi Hettiarachchi; Tharindu Ranasinghe; Paul Rayson; Ruslan Mitkov; Mohamed Medhat Gaber; Damith Premasiri; Fiona Anting Tan; Lasitha Randunu Chandrakantha Uyangodage (COLING Workshops, 2025)

Text Generation Models for Luxembourgish with Limited Data: A Balanced Multilingual Strategy. - Alistair Plum; Tharindu Ranasinghe; Christoph Purschke (COLING Workshops, 2025)

Deep learning approaches to lexical simplification: A survey. - Kai North; Tharindu Ranasinghe; Matthew Shardlow; Marcos Zampieri (J. Intell. Inf. Syst., 2025)

SOLD: Sinhala offensive language dataset. - Tharindu Ranasinghe; Isuri Anuradha; Damith Premasiri; Kanishka Silva; Hansi Hettiarachchi; Lasitha Uyangodage; Marcos Zampieri (Lang. Resour. Evaluation, 2025)

A Survey on Multilingual Mental Disorders Detection from Social Media Data. - Ana-Maria Bucur; Marcos Zampieri; Tharindu Ranasinghe; Fabio Crestani (CoRR, 2025)

LLM-based Embedders for Prior Case Retrieval. - Damith Premasiri; Tharindu Ranasinghe; Ruslan Mitkov (CoRR, 2025)