Foundation Models

LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ICCV 2023 LongCoder: A Long-Range Pre-trained Language Model for Code Completion ICML 2023 Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models EMNLP 2023 Looped Transformers as Programmable Computers ICML 2023 LOVM: Language-Only Vision Model Selection NeurIPS 2023 Low-shot Object Learning with Mutual Exclusivity Bias NeurIPS 2023 M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models NeurIPS 2023 MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models EMNLP 2023 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023 MaPLe: Multi-Modal Prompt Learning CVPR 2023 MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023 Mapping Brains with Language Models: A Survey ACL 2023 Mask DINO: Towards a Unified Transformer-Based Framework for Object Detection and Segmentation CVPR 2023 MaskSketch: Unpaired Structure-Guided Masked Image Generation CVPR 2023 Mathematical Capabilities of ChatGPT NeurIPS 2023 MathPrompter: Mathematical Reasoning using Large Language Models ACL 2023 Math Word Problem Solving by Generating Linguistic Variants of Problem Statements ACL 2023 May the Force be with You: Unified Force-Centric Pre-Training for 3D Molecular Conformations NeurIPS 2023 MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023 MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023 Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023 Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023 MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023 MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers NeurIPS 2023