event understanding

28 papers

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Also known as

EKS

Co-occurring keywords

commonsense reasoning (502) large language model (12755) information extraction (1071) multimodal learning (4622) narrative understanding (84) event extraction (389) causal inference (1619) question answering (2904) text annotation (150) semantic analysis (785)

Papers

GETReason: Enhancing Image Context Extraction through Hierarchical Multi-Agent Reasoning ACL 2025

RoadSocial: A Diverse VideoQA Dataset and Benchmark for Road Event Understanding from Social Video Narratives CVPR 2025

Cross-Document Event-Keyed Summarization ACL 2025

ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025

Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation CVPR 2025

LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025

Grounding Partially-Defined Events in Multimodal Data EMNLP 2024

MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024

SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events ACL 2024

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024

COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023

Probing Representations for Document-level Event Extraction EMNLP 2023

A Dataset for Physical and Abstract Plausibility and Sources of Human Disagreement ACL 2023

CRAB: Assessing the Strength of Causal Relationships Between Real-world Events EMNLP 2023

Modular Memorability: Tiered Representations for Video Memorability Prediction CVPR 2023

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023

Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022

POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events EMNLP 2022

Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events NAACL 2021

SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021

Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020

What Are You Trying to Do? Semantic Typing of Event Processes EMNLP 2020

Joint Modeling of Arguments for Event Understanding EMNLP 2020

“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding EMNLP 2019

Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder IJCNLP 2019