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Foundation Models

4845 directly classified papers

Papers per year

Papers

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling ICML 2023

Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023

SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process ICML 2023

Explicit Visual Prompting for Low-Level Structure Segmentations CVPR 2023

DiffusionRig: Learning Personalized Priors for Facial Appearance Editing CVPR 2023

Policy Adaptation From Foundation Model Feedback CVPR 2023

MaskSketch: Unpaired Structure-Guided Masked Image Generation CVPR 2023

Mask DINO: Towards a Unified Transformer-Based Framework for Object Detection and Segmentation CVPR 2023

Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023

Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023

WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023

UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition ACL 2023

Can Large Language Models Safely Address Patient Questions Following Cataract Surgery? ACL 2023

Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023

Rating Short L2 Essays on the CEFR Scale with GPT-4 ACL 2023

Improving Mathematics Tutoring With A Code Scratchpad ACL 2023

Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023

CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023

Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023

HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023

ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023

PREADD: Prefix-Adaptive Decoding for Controlled Text Generation ACL 2023

What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023

Evaluation of Question Generation Needs More References ACL 2023

EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023