data curation

The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track NeurIPS 2024 Visual Data-Type Understanding does not emerge from scaling Vision-Language Models ICLR 2024 Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NeurIPS 2024 Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma Interspeech 2023 A Fast Method to Filter Noisy Parallel Data WMT2023 Shared Task on Parallel Data Curation EMNLP 2023 ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation EACL 2023 An Efficient Approach for the Automated Segmentation and Transcription of the People's Speech Sorpus Interspeech 2023 Benchmarking Offensive and Abusive Language in Dutch Tweets ACL 2023 CiT: Curation in Training for Effective Vision-Language Data ICCV 2023 Data Curation Alone Can Stabilize In-context Learning ACL 2023 Data Quality in Imitation Learning NeurIPS 2023 Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023 Ethical Considerations for Responsible Data Curation NeurIPS 2023 HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023 Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases NeurIPS 2023 BiomedCurator: Data Curation for Biomedical Literature AACL 2022 Challenges in Metadata Creation for Massive Naturalistic Team-Based Audio Data Interspeech 2022 GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL 2022 On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract) AAAI 2022 Raison d’être of the benchmark dataset: A Survey of Current Practices of Benchmark Dataset Sharing Platforms ACL 2022 The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NeurIPS 2022 A Large-Scale Dataset for Empathetic Response Generation EMNLP 2021 Changing the World by Changing the Data ACL 2021 Large Image Datasets: A Pyrrhic Win for Computer Vision? WACV 2021 The importance of sharing patient-generated clinical speech and language data NAACL 2019