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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023
Correct for Whom? Subjectivity and the Evaluation of Personalized Image Aesthetics Assessment Models AAAI 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
OpenICL: An Open-Source Framework for In-context Learning ACL 2023
Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition ACL 2023
Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023
Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023
MoQA: Benchmarking Multi-Type Open-Domain Question Answering ACL 2023
teamPN at SemEval-2023 Task 1: Visual Word Sense Disambiguation Using Zero-Shot MultiModal Approach ACL 2023
Hitachi at SemEval-2023 Task 4: Exploring Various Task Formulations Reveals the Importance of Description Texts on Human Values ACL 2023
Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023
Task-aware Retrieval with Instructions ACL 2023
“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023
Jack-Ryder at SemEval-2023 Task 5: Zero-Shot Clickbait Spoiling by Rephrasing Titles as Questions ACL 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
Augmenters at SemEval-2023 Task 1: Enhancing CLIP in Handling Compositionality and Ambiguity for Zero-Shot Visual WSD through Prompt Augmentation and Text-To-Image Diffusion ACL 2023
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched Data ACL 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023
SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2023