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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

Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024
GPT-3.5 for Grammatical Error Correction COLING 2024
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NIPS 2024
DeiSAM: Segment Anything with Deictic Prompting NIPS 2024
Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian COLING 2024
Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants COLING 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions NIPS 2024
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection? NIPS 2024
Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection NIPS 2024
SA3DIP: Segment Any 3D Instance with Potential 3D Priors NIPS 2024
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data NIPS 2024
Scene Graph Generation with Role-Playing Large Language Models NIPS 2024
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images NIPS 2024
FlexCap: Describe Anything in Images in Controllable Detail NIPS 2024
Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024
To Ask LLMs about English Grammaticality, Prompt Them in a Different Language EMNLP 2024
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment EMNLP 2024
Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024
Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024
Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024
Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024
***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024