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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025
LyS at SemEval 2025 Task 8: Zero-Shot Code Generation for Tabular QA ACL 2025
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation ACL 2025
Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models ACL 2025
Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024
GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation EMNLP 2024
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning EMNLP 2024
A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024
MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024
Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation ACL 2024
Matching Anything by Segmenting Anything CVPR 2024
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024
LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024
Robust Test-Time Adaptation for Zero-Shot Prompt Tuning AAAI 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024