klimzaporojets Goto Github PK

arithmetic-word-problems

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

biodex

biokg

A Knowledge Graph for Relational Learning On Biological Data

blink

Entity Linker solution

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)

dspy

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

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)

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)

el-datasets

kb-binder

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

klimzaporojets.github.io

ner

NER tagging for Twitter

raptor

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

sift

SIFT Descriptor implementation in Matlab

tempel

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

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.