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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023
When Do Decompositions Help for Machine Reading? EMNLP 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning ACL 2023
Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ACL 2023
Why Does Zero-Shot Cross-Lingual Generation Fail? An Explanation and a Solution ACL 2023
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023
TADA : Task Agnostic Dialect Adapters for English ACL 2023
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering ACL 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation NIPS 2023
Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models EMNLP 2023
Segment Everything Everywhere All at Once NIPS 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling EMNLP 2023
Ebhaam at SemEval-2023 Task 1: A CLIP-Based Approach for Comparing Cross-modality and Unimodality in Visual Word Sense Disambiguation ACL 2023
Explain-then-translate: an analysis on improving program translation with self-generated explanations EMNLP 2023
Selecting Key Views for Zero-Shot Entity Linking EMNLP 2023
In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023
Improving Cross-lingual Transfer through Subtree-aware Word Reordering EMNLP 2023
Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities EMNLP 2023
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs EMNLP 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023
Inverse Scaling Can Become U-Shaped EMNLP 2023
The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023
Revisiting Sparse Retrieval for Few-shot Entity Linking EMNLP 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023