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

CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024

High-Fidelity Zero-Shot Texture Anomaly Localization Using Feature Correspondence Analysis WACV 2024

An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NIPS 2024

DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NIPS 2024

Utilizing Adaptive Global Response Normalization and Cluster-Based Pseudo Labels for Zero-Shot Voice Conversion INTERSPEECH 2024

Transfer Learning from Whisper for Microscopic Intelligibility Prediction INTERSPEECH 2024

Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NIPS 2024

Towards interfacing large language models with ASR systems using confidence measures and prompting INTERSPEECH 2024

Multi-modal Adversarial Training for Zero-Shot Voice Cloning INTERSPEECH 2024

Quantifying the Persona Effect in LLM Simulations ACL 2024

Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? ACL 2024

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

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

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

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

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

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

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

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

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

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

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

Extracting Polymer Nanocomposite Samples from Full-Length Documents ACL 2024

Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024

Competition-Level Problems are Effective LLM Evaluators ACL 2024