lyj963

EDeR

A Dataset for Event Dependency Relation Extraction

JointEventTempRel

Pluslab Codebase for Joint Event Temporal Relation Extraction Paper (EMNLP-2019)

RGAT-EA

Incorporating Edge Attributes in Relational Graph Attention Networks for Event Temporal Relation Extraction

EventExtraction-RAAT

Code for NAACL 2022 paper (Main Track) "RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction"

TemProb-NAACL18

Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource

StructTempRel-EMNLP17

Faithful_TempRel

EventPlus

[NAACL'21 Demo] EventPlus: a temporal event understanding pipeline that integrates various state-of-the-art event understanding components including event trigger and type detection, event argument detection, event duration and temporal relation extraction

EventTemp

TimeBank-dense

The Timebank dense data in .tml format

Causal-TimeBank

caevo

A temporal ordering system for events and time expressions in written text.

CEC-Corpus

中文突发事件语料库（Chinese Emergency Corpus）-上海大学-语义智能实验室

GNNPapers

Must-read papers on graph neural networks (GNN)

A-Unified-Framework-for-Event-Temporal-Relation-Extraction

DeepSpeedExamples

Example models using DeepSpeed

JointConstrainedLearning

Joint Constrained Learning for Event-Event Relation Extraction

EventPapersArchive

Papers about event extraction and event relation extraction

GATE

Official implementation of our work, GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction [AAAI 2021].

NeuralTemporalRelation-EMNLP19

eegcned

Source code for Findings of EMNLP2020 paper Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation.

PTSGM

PTSGM：Prompt-Tuning Sequence Generation Model for Event Causality Identification

EventCausalityIdentification

External Knowledge (Oxford Dictionary and ConceptNet etc.) fused Enhanced Event Causality Identitification Model

CausalNewsCorpus

Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)

EventCausalityIdentification

DRN

PyTorch implementation for ACL-IJCNLP 2021 Findings paper: Discriminative Reasoning for Document-level Relation Extraction

InstructUIE

Universal information extraction with instruction learning

lm-contamination

The LM Contamination Index is a manually created database of contamination evidences for LMs.

CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

hat

Overcoming catastrophic forgetting with hard attention to the task