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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Zero-shot Visual Question Answering with Language Model Feedback ACL 2023
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning ACL 2023
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023
Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL 2023
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ACL 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023
Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability ACL 2023
Towards Zero-Shot Multilingual Transfer for Code-Switched Responses ACL 2023
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023