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data annotation

99 papers

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large language model (12755) text classification (6776) active learning (1295) natural language processing (2027) few-shot learning (3390) annotation quality (108) language model (4573) data augmentation (3037) annotation tool (58) question answering (2904)

Papers

Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers CVPR 2024
Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data EMNLP 2024
A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks EACL 2024
Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse EACL 2024
TartuNLP at EvaLatin 2024: Emotion Polarity Detection COLING 2024
Edu-ConvoKit: An Open-Source Library for Education Conversation Data NAACL 2024
NLPColab at FigNews 2024 Shared Task: Challenges in Bias and Propaganda Annotation for News Media ACL 2024
Sahara Pioneers at FIGNEWS 2024 Shared Task: Data Annotation Guidelines for Propaganda Detection in News Items ACL 2024
Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification EMNLP 2024
A Cross-Domain Benchmark for Active Learning NIPS 2024
What Does Perspectivism Mean? An Ethical and Methodological Countercriticism COLING 2024
Emotional Toll and Coping Strategies: Navigating the Effects of Annotating Hate Speech Data COLING 2024
From Field Linguistics to NLP: Creating a curated dataset in Amuzgo language NAACL 2024
Lessons Learned from a Citizen Science Project for Natural Language Processing EACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023
Revisiting Sample Size Determination in Natural Language Understanding ACL 2023
Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023