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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

InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
Cloze Quality Estimation for Language Assessment EACL 2023
Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments EACL 2023
Prompting Language Models for Linguistic Structure ACL 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023
UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction ACL 2023
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023
Regularity as Intrinsic Reward for Free Play NIPS 2023
Explore to Generalize in Zero-Shot RL NIPS 2023
YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus NIPS 2023
Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP NIPS 2023
Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models NIPS 2023
Exploring Question Decomposition for Zero-Shot VQA NIPS 2023
Deep Natural Language Feature Learning for Interpretable Prediction EMNLP 2023
What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023
Fine-Grained Visual Prompting NIPS 2023
Weakly Supervised 3D Open-vocabulary Segmentation NIPS 2023
Extensible Prompts for Language Models on Zero-shot Language Style Customization NIPS 2023
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models NIPS 2023
TexQ: Zero-shot Network Quantization with Texture Feature Distribution Calibration NIPS 2023
Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator NIPS 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing NIPS 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NIPS 2023
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions NIPS 2023