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

UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes NAACL 2024

FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting NAACL 2024

MasonTigers at SemEval-2024 Task 9: Solving Puzzles with an Ensemble of Chain-of-Thought Prompts NAACL 2024

MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection NAACL 2024

Zero-shot Out-of-domain is No Joke: Lessons Learned in the VoiceMOS 2023 MOS Prediction Challenge INTERSPEECH 2024

GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution EACL 2024

LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models EACL 2024

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects EACL 2024

Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon EACL 2024

Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties EACL 2024

LAraBench: Benchmarking Arabic AI with Large Language Models EACL 2024

Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024

ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024

Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models EACL 2024

Backtracing: Retrieving the Cause of the Query EACL 2024

Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection EACL 2024

Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024

Unified Embeddings for Multimodal Retrieval via Frozen LLMs EACL 2024

Measuring and Modifying the Readability of English Texts with GPT-4 EMNLP 2024

ABM: Attention before Manipulation IJCAI 2024

HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL 2024

UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI NAACL 2024

Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels NAACL 2024

Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024

Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection NIPS 2024