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Zhuoran Jin's Projects

cogie icon cogie

CogIE: An Information Extraction Toolkit for Bridging Text and CogNet. ACL 2021

cogkge icon cogkge

CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. ACL 2022

cogktr icon cogktr

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

instructor icon instructor

InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models. EMNLP 2023

kenlu-papers icon kenlu-papers

An awesome repository for knowledge-enhanced natural language understanding resources, including related papers, codes and datasets.

miner icon miner

A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing. EMNLP 2022

ml_decoder icon ml_decoder

Official PyTorch implementation of "ML-Decoder: Scalable and Versatile Classification Head" (2021)

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

ovner icon ovner

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching. EMNLP 2023

query2labels icon query2labels

Official implementation of paper "Query2Label: A Simple Transformer Way to Multi-Label Classification".

simkgc icon simkgc

SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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