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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024
IUST-NLPLAB at SemEval-2024 Task 9: BRAINTEASER By MPNet (Sentence Puzzle) SEMEVAL 2024
Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI 2024
SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
Data-Free Generalized Zero-Shot Learning AAAI 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024
TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection AAAI 2024
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning AAAI 2024
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen AAAI 2024
Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps NIPS 2024
Exploring Base-Class Suppression with Prior Guidance for Bias-Free One-Shot Object Detection AAAI 2024
On Zero-Shot Counterspeech Generation by LLMs COLING 2024
On the Use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction COLING 2024
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024
Stanceosaurus 2.0 - Classifying Stance Towards Russian and Spanish Misinformation EACL 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024
CoVR: Learning Composed Video Retrieval from Web Video Captions AAAI 2024