conftrace_

transformer fine-tuning

46 papers

Explore in graph

Co-occurring keywords

text classification (6793) transformer model (1996) sentiment analysis (2084) large language model (13587) transfer learning (5449) low-resource language (2273) parameter-efficient fine-tuning (736) class imbalance (555) machine-generated text detection (141) social media analysis (699)

Papers

Sujith Kanakkassery at AbjadMed: Imbalance-Aware Transformer Fine-tuning for Arabic Medical Text Classification EACL 2026
From Classical to Contemporary: Evolutionary Analysis & Classification of Urdu Poetry EACL 2026
R-R at AbjadAuthorID Shared Task: A Fine-Tuned Approach for Kurdish Authorship Identification EACL 2026
Automatic Correction of Writing Anomalies in Hausa Texts ACL 2026
Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text IJCNLP 2025
Accent Placement Models for Rigvedic Sanskrit Text AACL 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025
CSECU-Learners at SemEval-2025 Task 11: Multilingual Emotion Recognition and Intensity Prediction with Language-tuned Transformers and Multi-sample Dropout ACL 2025
TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning COLING 2025
Tahḏīb: A Rhythm-Aware Phrase Insertion for Classical Arabic Poetry Composition EMNLP 2025
Detecting Loanwords in Emakhuwa: An Extremely Low-Resource Bantu Language Exhibiting Significant Borrowing from Portuguese COLING 2024
DARES: Dataset for Arabic Readability Estimation of School Materials COLING 2024
Sirius_Translators at OSACT6 2024 Shared Task: Fin-tuning Ara-T5 Models for Translating Arabic Dialectal Text to Modern Standard Arabic COLING 2024
AISPACE at SemEval-2024 task 8: A Class-balanced Soft-voting System for Detecting Multi-generator Machine-generated Text SEMEVAL 2024
Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity EMNLP 2024
Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024
RoBERTa Low Resource Fine Tuning for Sentiment Analysis in Albanian COLING 2024
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning NIPS 2024
SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text SEMEVAL 2024
Recognizing Value Resonance with Resonance-Tuned RoBERTa Task Definition, Experimental Validation, and Robust Modeling COLING 2024
Croatian Film Review Dataset (Cro-FiReDa): A Sentiment Annotated Dataset of Film Reviews EACL 2023
SKAM at SemEval-2023 Task 10: Linguistic Feature Integration and Continuous Pretraining for Online Sexism Detection and Classification ACL 2023