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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition IJCAI 2024
A Transformer-Based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation IJCAI 2024
Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach IJCAI 2024
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models INTERSPEECH 2024
DINO-VITS: Data-Efficient Zero-Shot TTS with Self-Supervised Speaker Verification Loss for Noise Robustness INTERSPEECH 2024
Towards Expressive Zero-Shot Speech Synthesis with Hierarchical Prosody Modeling INTERSPEECH 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024
Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants COLING 2024
Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study NAACL 2024
Promptly Predicting Structures: The Return of Inference NAACL 2024
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024
UMUTeam at SemEval-2024 Task 6: Leveraging Zero-Shot Learning for Detecting Hallucinations and Related Observable Overgeneration Mistakes NAACL 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
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
Language Models Still Struggle to Zero-shot Reason about Time Series EMNLP 2024
ABM: Attention before Manipulation IJCAI 2024
Zero-shot Out-of-domain is No Joke: Lessons Learned in the VoiceMOS 2023 MOS Prediction Challenge INTERSPEECH 2024
HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL 2024
GenDecider: Integrating “None of the Candidates” Judgments in Zero-Shot Entity Linking Re-ranking NAACL 2024
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels NAACL 2024
Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction NAACL 2024
Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024