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

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

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

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

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

Quantifying the Persona Effect in LLM Simulations 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

Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024

Extracting Polymer Nanocomposite Samples from Full-Length Documents ACL 2024

StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024

Competition-Level Problems are Effective LLM Evaluators ACL 2024

Dual Expert Distillation Network for Generalized Zero-Shot Learning IJCAI 2024

RobustSAM: Segment Anything Robustly on Degraded Images CVPR 2024

Span-based Unified Named Entity Recognition Framework via Contrastive Learning IJCAI 2024

Preemptive Answer “Attacks” on Chain-of-Thought Reasoning ACL 2024

Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024

Hyperbolic Learning with Synthetic Captions for Open-World Detection CVPR 2024

ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation CVPR 2024

Scaling Up Dynamic Human-Scene Interaction Modeling CVPR 2024

Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024

Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024