klimzaporojets

DWIE

DWIE (Deutsche Welle corpus for Information Extraction) dataset. Introduced in our "DWIE: an entity-centric dataset for multi-task document-level information extraction" paper (accepted in Information Processing and Management)

consistent-EL

Implementation of our paper "Towards Consistent Document-Level Entity Linking: Joint Models for Entity Linking and Coreference Resolution" (accepted at ACL 2022 - oral presentation)

e2e-kb-ie

Implementation of our paper "Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution" (accepted in Findings of ACL 2021)

TempEL

Repository for Temporal Entity Linking (TempEL), accepted to NeurIPS 2022 Dataset and Benchmarks

sift

SIFT Descriptor implementation in Matlab

ner

NER tagging for Twitter

arithmetic-word-problems

Implementation of our paper "Solving Arithmetic Word Problems by Scoring Equations with Recursive Neural Networks" (accepted in Expert Systems with Applications)

el-datasets

BioDEX

biokg

A Knowledge Graph for Relational Learning On Biological Data

BLINK

Entity Linker solution

klimzaporojets.github.io

dspy

DSPy: The framework for programming—not prompting—foundation models

KB-BINDER

Few-shot In-context Learning for Knowledge Base Question Answering

raptor

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

wiki-entity-summarization

This repository hosts a comprehensive suite for graph-based entity summarizations dataset generating from user-selected Wikipedia pages. Utilizing a series of interconnected modules, it leverages Wikidata and Wikipedia dumps to construct a dataset, alongside auto-generated ground truths.

xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.