zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

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

Content Moderation for Evolving Policies using Binary Question Answering ACL 2023

Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ACL 2023

A Pilot Study on Dialogue-Level Dependency Parsing for Chinese 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

Guiding Zero-Shot Paraphrase Generation with Fine-Grained Control Tokens 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

Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023

Unsupervised Summarization Re-ranking ACL 2023

Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023

UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023

PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023

What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023

Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding ACL 2023

Risks and NLP Design: A Case Study on Procedural Document QA ACL 2023

Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval EMNLP 2023

A Hybrid of Rule-based and Transformer-based Approaches for Relation Extraction in Biodiversity Literature EMNLP 2023

Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs EMNLP 2023

Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023

Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP 2023