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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

Zero-shot Out-of-domain is No Joke: Lessons Learned in the VoiceMOS 2023 MOS Prediction Challenge INTERSPEECH 2024
A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024
QUB-Cirdan at “Discharge Me!”: Zero shot discharge letter generation by open-source LLM ACL 2024
ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection AAAI 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification AAAI 2024
Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024
GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection AAAI 2024
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification ACL 2024
GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution EACL 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ACL 2024
MERA: A Comprehensive LLM Evaluation in Russian ACL 2024
Graph Language Models ACL 2024
RU at WASSA 2024 Shared Task: Task-Aligned Prompt for Predicting Empathy and Distress ACL 2024
Exploring Description-Augmented Dataless Intent Classification ACL 2024
Description Boosting for Zero-Shot Entity and Relation Classification ACL 2024
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data ACL 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. ACL 2024
Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024
Chinese Spelling Correction as Rephrasing Language Model AAAI 2024
Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation ACL 2024
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations ACL 2024
ZeroStance: Leveraging ChatGPT for Open-Domain Stance Detection via Dataset Generation ACL 2024
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ACL 2024
Learning to Manipulate Artistic Images AAAI 2024