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Zero-Shot Learning

3,143 papers

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Papers

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching EMNLP 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023
Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023
AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023
Investigating Zero-shot Cross-lingual Language Understanding for Arabic EMNLP 2023
In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023
VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System EMNLP 2023
BLP-2023 Task 2: Sentiment Analysis EMNLP 2023
Towards Low-resource Language Generation with Limited Supervision EMNLP 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages EMNLP 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? EMNLP 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023
mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023
A Comparative Study of Prompting Strategies for Legal Text Classification EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
A Hybrid of Rule-based and Transformer-based Approaches for Relation Extraction in Biodiversity Literature EMNLP 2023
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023