dataset curation

SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning NeurIPS 2024 Towards a new research agenda for multimodal enterprise document understanding: What are we missing? ACL 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 Wikimedia data for AI: a review of Wikimedia datasets for NLP tasks and AI-assisted editing EMNLP 2024 Building Stereotype Repositories with Complementary Approaches for Scale and Depth EACL 2023 Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks EMNLP 2023 Curating Datasets for Better Performance with Example Training Dynamics ACL 2023 Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets EMNLP 2023 Overwriting Pretrained Bias with Finetuning Data ICCV 2023 Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation EMNLP 2023 BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets EMNLP 2022 Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022 Dataset Debt in Biomedical Language Modeling ACL 2022 DIVA: Dataset Derivative of a Learning Task ICLR 2022 On the Impact of Noises in Crowd-Sourced Data for Speech Translation ACL 2022 ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning ICCV 2021 Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets NeurIPS 2021 CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums EMNLP 2019