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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Exploring Large Language Models in Financial Argument Relation Identification COLING 2024
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer COLING 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks COLING 2024
KoCoSa: Korean Context-aware Sarcasm Detection Dataset COLING 2024
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media COLING 2024
Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models COLING 2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024
MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024
MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024
On Zero-Shot Counterspeech Generation by LLMs COLING 2024
POS Tagging for the Endangered Dagur Language COLING 2024
Reassessing Semantic Knowledge Encoded in Large Language Models through the Word-in-Context Task COLING 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024
Zero-shot Cross-lingual Automated Essay Scoring COLING 2024
ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies COLING 2024
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024
The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation COLING 2024
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024
Evaluating Prompting Strategies for Grammatical Error Correction Based on Language Proficiency COLING 2024
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024
EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection COLING 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish COLING 2024