conftrace_

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

AnyTOD: A Programmable Task-Oriented Dialog System EMNLP 2023

Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023

Multilingual Simplification of Medical Texts EMNLP 2023

LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023

Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs EMNLP 2023

Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities EMNLP 2023

Building Real-World Meeting Summarization Systems using Large Language Models: A Practical Perspective EMNLP 2023

Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023

Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023

In-Context Demonstration Selection with Cross Entropy Difference EMNLP 2023

MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model EMNLP 2023

Explain-then-translate: an analysis on improving program translation with self-generated explanations EMNLP 2023

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023

Sequence-Based Plan Feasibility Prediction for Efficient Task and Motion Planning RSS 2023

ConceptFusion: Open-set multimodal 3D mapping RSS 2023

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages ACL 2023

Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization ICLR 2023

N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition INTERSPEECH 2023

KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification IJCAI 2023

Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification IJCAI 2023

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023

A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023

QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023

Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ACL 2023