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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024
Optimal Zero-Shot Detector for Multi-Armed Attacks AISTATS 2024
Basque and Spanish Counter Narrative Generation: Data Creation and Evaluation COLING 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024
Correcting Language Model Bias for Text Classification in True Zero-Shot Learning COLING 2024
EDDA: An Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection COLING 2024
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024
Evaluating the Potential of Language-family-specific Generative Models for Low-resource Data Augmentation: A Faroese Case Study COLING 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media COLING 2024
Leveraging Pre-existing Resources for Data-Efficient Counter-Narrative Generation in Korean COLING 2024
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models COLING 2024
mForms : Multimodal Form Filling with Question Answering COLING 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking COLING 2024
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024
On the Use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction COLING 2024
On Zero-Shot Counterspeech Generation by LLMs COLING 2024
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation COLING 2024
Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants COLING 2024
Towards a Zero-Data, Controllable, Adaptive Dialog System COLING 2024
Zero-shot Learning for Multilingual Discourse Relation Classification COLING 2024
PropBank-Powered Data Creation: Utilizing Sense-Role Labelling to Generate Disaster Scenario Data COLING 2024
Adjudicating LLMs as PropBank Adjudicators COLING 2024
Utilizing GPT-4 to Solve TextWorld Commonsense Games Efficiently COLING 2024
Overcoming Early Saturation on Low-Resource Languages in Multilingual Dependency Parsing COLING 2024