Классификация временных отношений

task ID: temporalrelationclassification

Related Papers

Experiments with Reasoning for Temporal Relations between Events

Authors: nan

Publication: TIPSTER (2008)

DOI: nan

Few attempts have been made to inves- tigate the utility of temporal reasoning within machine learning frameworks for temporal relation classification between events in news articles. This paper presents three …...

6311

Classifying Temporal Relations with Rich Linguistic Knowledge

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

We examine the task of temporal relation clas- sification. Unlike existing approaches to this task, we (1) classify an event-event or event- time pair as one of the 14 temporal …...

23477

On the contribution of word embeddings to temporal relation classification

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractTemporal relation classification is a challenging task, especially when there are no explicit markers to characterise the relation between temporal entities. This occurs frequently in inter-sentential relations, whose entities are …...

4350

VUACLTL at SemEval 2016 Task 12: A CRF Pipeline to Clinical TempEval

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

This paper describes VUACLTL, the system the CLTL Lab submitted to the SemEval 2016 Task Clinical TempEval. The system is based on a purely data-driven approach based on a cascade …...

22391

A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractWe present a sequential model for temporal relation classification between intra-sentence events. The key observation is that the overall syntactic structure and compositional meanings of the multi-word context between events …...

32858

Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractTemporal relation classification is the pair-wise task for identifying the relation of a temporal link (TLINKs) between two mentions, i.e. event, time and document creation time (DCT). It leads to …...

32359

How about Time? Probing a Multilingual Language Model for Temporal Relations

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThis paper presents a comprehensive set of probing experiments using a multilingual language model, XLM-R, for temporal relation classification between events in four languages. Results show an advantage of contextualized …...

4933