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

Order Up! Micromanaging Inconsistencies in ChatGPT-4o Text Analyses EMNLP 2024

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models EMNLP 2024

TMU-HIT’s Submission for the WMT24 Quality Estimation Shared Task: Is GPT-4 a Good Evaluator for Machine Translation? EMNLP 2024

On Instruction-Finetuning Neural Machine Translation Models EMNLP 2024

Plug, Play, and Fuse: Zero-Shot Joint Decoding via Word-Level Re-ranking across Diverse Vocabularies EMNLP 2024

Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024

Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024

Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations EMNLP 2024

Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024

African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024

StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis AAAI 2024

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval EMNLP 2024

***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024

Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024

Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024

Transferability of Syntax-Aware Graph Neural Networks in Zero-Shot Cross-Lingual Semantic Role Labeling EMNLP 2024

Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024

Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024

Merely Judging Metaphor is Not Enough: Research on Reasonable Metaphor Detection EMNLP 2024

How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment EMNLP 2024

To Ask LLMs about English Grammaticality, Prompt Them in a Different Language EMNLP 2024

Improving Explainable Fact-Checking via Sentence-Level Factual Reasoning EMNLP 2024

Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection NIPS 2024

Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection? NIPS 2024

DeiSAM: Segment Anything with Deictic Prompting NIPS 2024