Zero-Shot Learning

Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022 PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning SemEval 2022 Paraphrasing Is All You Need for Novel Object Captioning NeurIPS 2022 Patching open-vocabulary models by interpolating weights NeurIPS 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 PointCLIP: Point Cloud Understanding by CLIP CVPR 2022 Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NeurIPS 2022 Pre-Train, Self-Train, Distill: A Simple Recipe for Supersizing 3D Reconstruction CVPR 2022 Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022 Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Prompt Consistency for Zero-Shot Task Generalization EMNLP 2022 Prompt Distribution Learning CVPR 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval EMNLP 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NeurIPS 2022 Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022 Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022 RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction NAACL 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022 ReCo: Retrieve and Co-segment for Zero-shot Transfer NeurIPS 2022 Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality EMNLP 2022 RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022 Representation Learning for Resource-Constrained Keyphrase Generation EMNLP 2022 RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022 Retrieval-Augmented Diffusion Models NeurIPS 2022