A brief survey on recent advances in coreference resolution

R Liu, R Mao, AT Luu, E Cambria - Artificial Intelligence Review, 2023 - Springer
The task of resolving repeated objects in natural languages is known as coreference
resolution, and it is an important part of modern natural language processing. It is classified …

What happens before and after: Multi-event commonsense in event coreference resolution

S Ravi, C Tanner, R Ng, V Shwartz - arxiv preprint arxiv:2302.09715, 2023 - arxiv.org
Event coreference models cluster event mentions pertaining to the same real-world event.
Recent models rely on contextualized representations to recognize coreference among …

Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching

R Angell, A McCallum - arxiv preprint arxiv:2312.11801, 2023 - arxiv.org
While semidefinite programming (SDP) has traditionally been limited to moderate-sized
problems, recent algorithms augmented with matrix sketching techniques have enabled …

Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles

A Nath, H Jamil, SR Ahmed, G Baker, R Ghosh… - arxiv preprint arxiv …, 2024 - arxiv.org
Event coreference resolution (ECR) is the task of determining whether distinct mentions of
events within a multi-document corpus are actually linked to the same underlying …

CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection

N Kumari, M Anand, T Mohan… - Proceedings of the …, 2022 - aclanthology.org
Socio-political protests often lead to grave consequences when they occur. The early
detection of such protests is very important for taking early precautionary measures …