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Papers
Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes
EACL 2026
Market-Aware Event Timeline Summarization: Integrating Price Signals to Improve Financial News Understanding
AAAI 2026
SmartEyes: Plug-and-Play Event Detection for Retail Loss Prevention
AAAI 2026
Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection
AAAI 2026
$F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos
ICLR 2025
A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy
EMNLP 2025
CVT5: Using Compressed Video Encoder and UMT5 for Dense Video Captioning
COLING 2025
Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration
AAAI 2025
DiffDVC: Accurate Event Detection for Dense Video Captioning via Diffusion Models
AAAI 2025
Generic Event Boundary Detection via Denoising Diffusion
ICCV 2025
LegalCore: A Dataset for Event Coreference Resolution in Legal Documents
ACL 2025
LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos
CVPR 2025
Now You See Me: Context-Aware Automatic Audio Description
WACV 2025
Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance
CVPR 2025
SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection
ACL 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection
EMNLP 2025
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events
ACL 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction
EMNLP 2025
UNHaP: Unmixing Noise from Hawkes Processes
AISTATS 2025
Zero-Shot Belief: A Hard Problem for LLMs
EMNLP 2025
Class-Incremental Few-Shot Event Detection
COLING 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks
COLING 2024
Dependency Structure-Enhanced Graph Attention Networks for Event Detection
AAAI 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables
EMNLP 2024
EDEN: A Dataset for Event Detection in Norwegian News
COLING 2024