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

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation ACL 2024

Real World Conversational Entity Linking Requires More Than Zero-Shots ACL 2024

Demonstration Augmentation for Zero-shot In-context Learning ACL 2024

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

S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs ACL 2024

High Fidelity Text-to-Speech Via Discrete Tokens Using Token Transducer and Group Masked Language Model INTERSPEECH 2024

XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model INTERSPEECH 2024

Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition INTERSPEECH 2024

No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NIPS 2024

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

AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024

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

Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024

B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NIPS 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

LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024

Few-Shot Event Classification in Images Using Knowledge Graphs for Prompting WACV 2024

No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages EMNLP 2024

Zero-Shot Video Moment Retrieval From Frozen Vision-Language Models WACV 2024

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

Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment WACV 2024

PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NIPS 2024

ZIGNeRF: Zero-Shot 3D Scene Representation With Invertible Generative Neural Radiance Fields WACV 2024