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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NIPS 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024
Zero-shot Cross-lingual Alignment for Embedding Initialization ACL 2024
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
General Object Foundation Model for Images and Videos at Scale CVPR 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
CoLLaVO: Crayon Large Language and Vision mOdel ACL 2024
Training-Free Object Counting With Prompts WACV 2024
Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024
Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine Translation ACL 2023
End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation AAAI 2023
Doodle to Object: Practical Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023
Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023
Delving into the Openness of CLIP ACL 2023
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer AAAI 2023