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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

Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? EMNLP 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024
NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models AAAI 2024
MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024
WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration NAACL 2024
Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts NAACL 2024
Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias NAACL 2024
Can LLM’s Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis NAACL 2024
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models NAACL 2024
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators NAACL 2024
Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data NAACL 2024
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024
Large Language Models Encode the Practice of Medicine NAACL 2024
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models NAACL 2024
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training NAACL 2024
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024
Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024
DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning NAACL 2024
Zero Shot is All You Need at SemEval-2024 Task 9: A study of State of the Art LLMs on Lateral Thinking Puzzles NAACL 2024
SemEval-2024 Task 9: BRAINTEASER: A Novel Task Defying Common Sense NAACL 2024
Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers NAACL 2024
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024
BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 2024