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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023
On the Zero-Shot Generalization of Machine-Generated Text Detectors EMNLP 2023
Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023
Locally Differentially Private Document Generation Using Zero Shot Prompting EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words EMNLP 2023
BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models EMNLP 2023
PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
A Read-and-Select Framework for Zero-shot Entity Linking EMNLP 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023
Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching 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
Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023