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Pretraining

2471 directly classified papers

Papers per year

Papers

Fine-tuning of Pre-trained Models for Classification of Vocal Intensity Category from Speech Signals INTERSPEECH 2024
EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models CVPR 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning NIPS 2024
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit NIPS 2024
Detours for Navigating Instructional Videos CVPR 2024
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models NIPS 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization NIPS 2024
AAST-NLP at ClimateActivism 2024: Ensemble-Based Climate Activism Stance and Hate Speech Detection : Leveraging Pretrained Language Models EACL 2024
SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024
Enhancing Multimodal Knowledge Graph Representation Learning through Triple Contrastive Learning IJCAI 2024
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs CVPR 2024
Updating CLIP to Prefer Descriptions Over Captions EMNLP 2024
Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024
Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024
A Pretrainer’s Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity NAACL 2024
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data NAACL 2024
ASR TAMIL SSN@ LT-EDI-2024: Automatic Speech Recognition system for Elderly People EACL 2024
Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NIPS 2024
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection CVPR 2024
Adapters Strike Back CVPR 2024
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024