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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation EMNLP 2024
Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SEMEVAL 2024
CRCL at SemEval-2024 Task 2: Simple prompt optimizations SEMEVAL 2024
0x.Yuan at SemEval-2024 Task 5: Enhancing Legal Argument Reasoning with Structured Prompts SEMEVAL 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction EMNLP 2024
SpeAr: A Spectral Approach for Zero-Shot Node Classification NIPS 2024
Zero-shot Trajectory Mapping in Holocaust Testimonies COLING 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024
GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization EMNLP 2024
Offensiveness, Hate, Emotion and GPT: Benchmarking GPT3.5 and GPT4 as Classifiers on Twitter-specific Datasets COLING 2024
Evidence-guided Inference for Neutralized Zero-shot Transfer COLING 2024
Zero-shot High-fidelity and Pose-controllable Character Animation IJCAI 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NIPS 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NIPS 2024
Zero-shot Scientific Claim Verification Using LLMs and Citation Text ACL 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning CVPR 2024
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition CVPR 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024
TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection ACL 2024
A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing CVPR 2024
RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024