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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023
Ambiguous Learning from Retrieval: Towards Zero-shot Semantic Parsing ACL 2023
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ACL 2023
Retrieving Multimodal Prompts for Generative Visual Question Answering ACL 2023
Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring? ACL 2023
Modularized Zero-shot VQA with Pre-trained Models ACL 2023
IDRISI-RA: The First Arabic Location Mention Recognition Dataset of Disaster Tweets ACL 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL 2023
Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection ACL 2023
OASum: Large-Scale Open Domain Aspect-based Summarization ACL 2023
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL 2023
Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets ACL 2023
HHU at SemEval-2023 Task 3: An Adapter-based Approach for News Genre Classification ACL 2023
Improving Zero-shot Relation Classification via Automatically-acquired Entailment Templates ACL 2023
The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations ACL 2023
Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ACL 2023
Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation ACL 2023
Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023
A New Direction in Stance Detection: Target-Stance Extraction in the Wild ACL 2023
UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning ACL 2023
Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023
HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial ACL 2023
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ACL 2023