Omkar2118/datasets huggingface dataset:
TimeBank

Enriches the TimeML annotations of TimeBank by adding information about the Topic Time in terms of Klein (1994). The annotations are partly automatic, partly inferential and partly manual. The corpus was converted into the native format of the annotation software GraphAnno and POS-tagged using the Stanford bidirectional dependency network tagger. 

Source: [Enriching TimeBank: Towards a more precise annotation of temporal relations in a text](/paper/enriching-timebank-towards-a-more-precise)

Introducing paper: Enriching TimeBank: Towards a more precise annotation of temporal relations in a text