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Temporal Relation Extraction

This directory contains codes for jointly training event coreference, temporal, causal and subevent relation extraction experiments on MAVEN-ERE.

Dataset

  • MAVEN-ERE
    • Released in this repo.

Overview

  • data.py handle data processing and loading part for MAVEN-ERE
  • main.py is the main access to run on MAVEN-ERE

Usage

  • Running on MAVEN-ERE 
    python -u main.py --eval_steps 200 --epochs 100 --lr 3e-4 --bert_lr 2e-5 --accumulation_steps 4 --batch_size 8