conftrace_

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

Automatic Generation and Evaluation of Reading Comprehension Test Items with Large Language Models COLING 2024

Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies COLING 2024

OSACT6 Dialect to MSA Translation Shared Task Overview COLING 2024

Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024

Zero-shot Trajectory Mapping in Holocaust Testimonies COLING 2024

LLMs of Catan: Exploring Pragmatic Capabilities of Generative Chatbots Through Prediction and Classification of Dialogue Acts in Boardgames’ Multi-party Dialogues COLING 2024

Utilizing GPT-4 to Solve TextWorld Commonsense Games Efficiently COLING 2024

Effect-Invariant Mechanisms for Policy Generalization JMLR 2024

Adjudicating LLMs as PropBank Adjudicators COLING 2024

Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records COLING 2024

It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments COLING 2024

Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024

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