conftrace_

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

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models ACL 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024

Triple-Encoders: Representations That Fire Together, Wire Together ACL 2024

AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024

Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024

How Useful is Context, Actually? Comparing LLMs and Humans on Discourse Marker Prediction ACL 2024

Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024

InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024

Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition EACL 2024

Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting INTERSPEECH 2024

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024

LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024

Improving Audio Codec-based Zero-Shot Text-to-Speech Synthesis with Multi-Modal Context and Large Language Model INTERSPEECH 2024

Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models CVPR 2024

Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks EACL 2024

Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024

Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024

Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024

Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding INTERSPEECH 2024

Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024

Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024

Make-A-Voice: Revisiting Voice Large Language Models as Scalable Multilingual and Multitask Learners ACL 2024