conftrace_

zero-shot learning

3637 papers

Explore in graph

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

RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024

Stanceformer: Target-Aware Transformer for Stance Detection EMNLP 2024

A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024

When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024

HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024

Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions EMNLP 2024

VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs EMNLP 2024

TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish EMNLP 2024

Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts EMNLP 2024

Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP 2024

A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation EMNLP 2024

Detecting Temporal Ambiguity in Questions EMNLP 2024

Pruning Multilingual Large Language Models for Multilingual Inference EMNLP 2024

VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024

Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval EMNLP 2024

Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024

An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification EMNLP 2024

Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models EMNLP 2024

Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024

Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting EMNLP 2024

Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024

Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition EMNLP 2024

UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024

TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control EMNLP 2024

Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024