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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
Deconstructed Generation-Based Zero-Shot Model AAAI 2023
Linking People across Text and Images Based on Social Relation Reasoning AAAI 2023
Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023
Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023
Universal Information Extraction as Unified Semantic Matching AAAI 2023
M-sense: Modeling Narrative Structure in Short Personal Narratives Using Protagonist’s Mental Representations AAAI 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models ACL 2023
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment ACL 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability ACL 2023
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models ACL 2023
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ACL 2023
Large Language Models Are Reasoning Teachers ACL 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ACL 2023
On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification ACL 2023
Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023
UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning ACL 2023
A New Direction in Stance Detection: Target-Stance Extraction in the Wild ACL 2023
Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023
Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ACL 2023