Foundation Models

SegPrompt: Boosting Open-World Segmentation via Category-Level Prompt Learning ICCV 2023 Self-Evaluation Guided Beam Search for Reasoning NeurIPS 2023 Self-Knowledge Guided Retrieval Augmentation for Large Language Models EMNLP 2023 Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023 Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning EMNLP 2023 Self-Refine: Iterative Refinement with Self-Feedback NeurIPS 2023 Self-regulating Prompts: Foundational Model Adaptation without Forgetting ICCV 2023 Semantic Mechanical Search with Large Vision and Language Models CoRL 2023 Semantify: Simplifying the Control of 3D Morphable Models Using CLIP ICCV 2023 SemEval-2023 Task 5: Clickbait Spoiling SemEval 2023 Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses EMNLP 2023 SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023 SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT ACL 2023 Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023 SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process ICML 2023 Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language ICLR 2023 Solving Math Word Problems concerning Systems of Equations with GPT-3 AAAI 2023 Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023 Specializing Smaller Language Models towards Multi-Step Reasoning ICML 2023 Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 ACL 2023 SPRING: Studying Papers and Reasoning to play Games NeurIPS 2023 STEER: Unified Style Transfer with Expert Reinforcement EMNLP 2023 StegaNeRF: Embedding Invisible Information within Neural Radiance Fields ICCV 2023 StructGPT: A General Framework for Large Language Model to Reason over Structured Data EMNLP 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023