Zero-Shot Learning

Better Generalized Few-Shot Learning Even without Base Data AAAI 2023 Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023 Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023 Bidirectional Cross-Modal Knowledge Exploration for Video Recognition With Pre-Trained Vision-Language Models CVPR 2023 Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023 BigVGAN: A Universal Neural Vocoder with Large-Scale Training ICLR 2023 Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023 Birds of an odd feather: guaranteed out-of-distribution (OOD) novel category detection UAI 2023 Black-box Backdoor Defense via Zero-shot Image Purification NeurIPS 2023 BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023 BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023 BLP-2023 Task 2: Sentiment Analysis EMNLP 2023 Boosting Few-Shot Open-Set Recognition with Multi-Relation Margin Loss IJCAI 2023 Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023 Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data ACL 2023 Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval EMNLP 2023 Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images ICCV 2023 BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NeurIPS 2023 Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023 Can Language Models Understand Physical Concepts? EMNLP 2023 Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract) AAAI 2023 CapDet: Unifying Dense Captioning and Open-World Detection Pretraining CVPR 2023 CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023