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Zero-Shot Learning

867 papers

Papers per year

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Papers

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents COLING 2024
Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification COLING 2024
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024
The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024
Zero-shot Cross-lingual Automated Essay Scoring COLING 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024
Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator COLING 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024
Zero-shot Trajectory Mapping in Holocaust Testimonies COLING 2024
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish COLING 2024
Offensiveness, Hate, Emotion and GPT: Benchmarking GPT3.5 and GPT4 as Classifiers on Twitter-specific Datasets COLING 2024
RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024
Open-World Semantic Segmentation Including Class Similarity CVPR 2024
Matching Anything by Segmenting Anything CVPR 2024
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024
Text-guided Explorable Image Super-resolution CVPR 2024
Test-Time Zero-Shot Temporal Action Localization CVPR 2024
Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model CVPR 2024