lyj963

EventStoryLine

Event StoryLine Corpus - annotated data, baselines and evaluation scripts, evaluation data.

Fine-grained-Causal-Reasoning

We introduce a novel fine-grained causal reasoning dataset and present a series of novel tasks in NLP, from causality detection to event causality extraction and Causal QA. Our dataset contains human annotations of 25K cause-effect event pairs and 24K question-answering pairs within multi-sentence samples.

CATENA

Person-Location-Time-Association-by-Classification

Relation Extraction (spatial and temporal together, person-location-time ) from raw web news text in different languages(English, German, Hindi). Different Natural Language Processing techniques and Machine Learning techniques are exercised. Feature Engineering was the most critical part that I already designed common to all experimenting languages. Experimented with Support Vector Machines and later Ensemble Learning. Before that I designed specialized annotation scheme to be applied on collected web data and finally collected in extensible markup language format for further application and improvement.

ETEREX-REBEL

End-to-end Temporal Relation Extraction in the clinical domain as a sequence-to-sequence task with the REBEL framework. (Text2Story 2023)

SPTempRels

Structured Learning for Temporal Relation Extraction from Clinical Records (EACL, 2017)

WLLETlinkClassification

Code for the COLING 2018 paper "Word-Level Loss Extensions for Neural Temporal Relation Classification"

TLTM

The repository for TLTM: Two-Level Temporal Relation Model for Online Video Instance Segmentation.

BTR-CE

Github for our paper "Typed Markers and Context for Clinical Temporal Relation Extraction"

TEREC-A2T

Temporal Relation Classification in the clinical domain as a textual entailment task with the Ask2Transformers framework

Semi-Supervised-Time-Series-Classification-by-Temporal-Relation-Prediction

RoAN

The code of RoAN method in the paper RoAN: A Relation-oriented Attention Network for Temporal Knowledge Graph Completion

EMNLP-2019

Codebase for EMNLP 2019 Paper

NeuralTemporalRelation-EMNLP19

CogCompTime 2.0

Temporal-Relations-between-docs

temporal-relation-annotation

Group project on annotating temporal relations in natural language data. Includes guidelines, instructions, gold standard, baseline model, and report.

Ling575-MRS-TemporalRelationExtension

An extension to ClearTK's time-ml module for temporal relation extraction

bert-trc

BERT for Temporal Relation Classification

Improved-TRN

Improved Temporal Relation Network

TemporalRE

Temporal Relation prediction models using Convolutional Neural Networks

TemporalRelationExtraction

SPTempRels

<<Code>> Structured Learning for Temporal Relation Extraction from Clinical Records (EACL, 2017).

Classification-of-Temporal-Relations-with-Global-Constraints

TEDataProcessing

Relation-Temporal-Extraction

This is a silver data generator, which refers to the paper "Severing the Edge Between Before and After Neural" by Amazon AI.

Temporal_Relation

structured_temporal_relations_corpus

Temporal_Relational_Stock_Ranking

qualreas

Qualitative Reasoning: Spatio-Temporal Reasoning using Relation Algebras and Constraint Networks. Documentation is under construction at ReadTheDocs. See link below.

BiC-Net

BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval