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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
Task-aware Retrieval with Instructions ACL 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023
Corpus-Based Task-Specific Relation Discovery ACL 2023
Zero-Shot Object Counting CVPR 2023
Zero-Shot Referring Image Segmentation With Global-Local Context Features CVPR 2023
Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023
Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023
In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023
Slot Filling for Biomedical Information Extraction ACL 2022
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems AAAI 2022
FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022
Creating New Voices using Normalizing Flows INTERSPEECH 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
Disentangled Action Recognition with Knowledge Bases NAACL 2022