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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

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
Correcting Language Model Bias for Text Classification in True Zero-Shot Learning COLING 2024
Lightweight Zero-shot Text-to-Speech with Mixture of Adapters INTERSPEECH 2024
CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts COLING 2024
Context Matters: Enhancing Metaphor Recognition in Proverbs COLING 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System INTERSPEECH 2024
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks COLING 2024
Automatic Identification of COVID-19-Related Conspiracy Narratives in German Telegram Channels and Chats COLING 2024
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation COLING 2024
A Corpus and Method for Chinese Named Entity Recognition in Manufacturing COLING 2024
Query-Guided Attention in Vision Transformers for Localizing Objects Using a Single Sketch WACV 2024
Training-Free Object Counting With Prompts WACV 2024
Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024