conftrace_

transformer fine-tuning

46 papers

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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

BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? ACL 2023
GC-Hunter at ImageArg Shared Task: Multi-Modal Stance and Persuasiveness Learning EMNLP 2023
Embeddings at BLP-2023 Task 2: Optimizing Fine-Tuned Transformers with Cost-Sensitive Learning for Multiclass Sentiment Analysis EMNLP 2023
HausaNLP at SemEval-2023 Task 12: Leveraging African Low Resource TweetData for Sentiment Analysis SEMEVAL 2023
KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection ACL 2023
MDC at SemEval-2023 Task 7: Fine-tuning Transformers for Textual Entailment Prediction and Evidence Retrieval in Clinical Trials ACL 2023
MDC at SemEval-2023 Task 7: Fine-tuning Transformers for Textual Entailment Prediction and Evidence Retrieval in Clinical Trials SEMEVAL 2023
The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models IJCNLP 2023
Francis Wilde at SemEval-2023 Task 5: Clickbait Spoiler Type Identification with Transformers ACL 2023
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction EMNLP 2022
What Makes Instruction Learning Hard? An Investigation and a New Challenge in a Synthetic Environment EMNLP 2022
NSUT-NLP at CASE 2022 Task 1: Multilingual Protest Event Detection using Transformer-based Models EMNLP 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022
Citation Context Classification: Critical vs Non-critical COLING 2022
Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification NIPS 2021
Adversities are all you need: Classification of self-reported breast cancer posts on Twitter using Adversarial Fine-tuning NAACL 2021
AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding ACL 2021
Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021
HinglishNLP at SemEval-2020 Task 9: Fine-tuned Language Models for Hinglish Sentiment Detection SEMEVAL 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
Masked Reasoner at SemEval-2020 Task 4: Fine-Tuning RoBERTa for Commonsense Reasoning COLING 2020