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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Deep Support Vectors NIPS 2024
DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training NAACL 2024
Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting SEMEVAL 2024
UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes SEMEVAL 2024
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure SEMEVAL 2024
NootNoot At SemEval-2024 Task 6: Hallucinations and Related Observable Overgeneration Mistakes Detection SEMEVAL 2024
Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions EMNLP 2023
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models EMNLP 2023
Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts EMNLP 2023
Generalized Category Discovery with Decoupled Prototypical Network AAAI 2023
What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023
Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023
HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation ACL 2023
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023
On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023
Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NIPS 2023
3D Indoor Instance Segmentation in an Open-World NIPS 2023
Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NIPS 2023
Prefix Conditioning Unifies Language and Label Supervision CVPR 2023
RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training CVPR 2023
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 2023
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer CVPR 2023
iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023