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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Is GPT-3 a Good Data Annotator? ACL 2023
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023
Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ACL 2023
From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL 2023
Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023
Zero-shot Visual Question Answering with Language Model Feedback ACL 2023
Delving into the Openness of CLIP ACL 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
Learning To Name Classes for Vision and Language Models CVPR 2023
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework CVPR 2023