Hypergraph convolutional networks with multi-ordering relations for cross-document event coreference resolution

W Zhao, Y Zhang, D Wu, F Wu, N Jain - Information Fusion, 2025 - Elsevier
Recognizing the coreference relationship between different event mentions in the text (ie,
event coreference resolution) is an important task in natural language processing. It helps to …

[HTML][HTML] Leveraging syntax-aware models and triaffine interactions for nominal compound chain extraction

Y Lou, X Zhu, M Chen, D Ji, J Zhou - … of King Saud University-Computer and …, 2024 - Elsevier
Abstract Recently, Nominal Compound Chain Extraction (NCCE) has been proposed to
detect related mentions in a document to improve understanding of the document's topic …

Large Language Models Are Challenged by Habitat-Centered Reasoning

S Ghaffari, N Krishnaswamy - Findings of the Association for …, 2024 - aclanthology.org
In this paper we perform a novel in-depth evaluation of text-only and multimodal LLMs'
abilities to reason about object* habitats* or conditions on how objects are situated in their …