Pretraining

A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity NAACL 2024 AQuA – Combining Experts’ and Non-Experts’ Views To Assess Deliberation Quality in Online Discussions Using LLMs COLING 2024 Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024 Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024 A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024 A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NeurIPS 2024 ASOS at ArAIEval Shared Task: Integrating Text and Image Embeddings for Multimodal Propaganda Detection in Arabic Memes ACL 2024 ASOS at OSACT6 Shared Task: Investigation of Data Augmentation in Arabic Dialect-MSA Translation COLING 2024 ASR TAMIL SSN@ LT-EDI-2024: Automatic Speech Recognition system for Elderly People EACL 2024 A Survey on Efficient Federated Learning Methods for Foundation Model Training IJCAI 2024 Asymmetric Masked Distillation for Pre-Training Small Foundation Models CVPR 2024 Audiocite.net : A Large Spoken Read Dataset in French COLING 2024 Audio Editing with Non-Rigid Text Prompts Interspeech 2024 AutoLoRa: An Automated Robust Fine-Tuning Framework ICLR 2024 Automatic Functional Differentiation in JAX ICLR 2024 AutoVP: An Automated Visual Prompting Framework and Benchmark ICLR 2024 Baleegh at KSAA-CAD 2024: Towards Enhancing Arabic Reverse Dictionaries ACL 2024 BanglaTLit: A Benchmark Dataset for Back-Transliteration of Romanized Bangla EMNLP 2024 BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NeurIPS 2024 BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays NeurIPS 2024 BERTbek: A Pretrained Language Model for Uzbek COLING 2024 BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks EMNLP 2024 Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains ICML 2024 BioCLIP: A Vision Foundation Model for the Tree of Life CVPR 2024 BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity NeurIPS 2024