List of works - Zhiyuan Liu

A Unified Understanding of Deep NLP Models for Text Classification

scientific article published in 2022

A deep-learning system bridging molecule structure and biomedical text with comprehension comparable to human professionals

scientific article published on 14 February 2022

Bootstrapping Knowledge Graphs From Images and Text

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild ⬇️

scientific article

Crossmodal Language Grounding in an Embodied Neurocognitive Model

scientific article published on 14 October 2020

Deep Learning in Knowledge Graph

Denoising Distantly Supervised Open-Domain Question Answering

scientific article published in 2018

Differentiating Concepts and Instances for Knowledge Graph Embedding

article by Xin Lv et al published October 2018 in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

DocRED: A Large-Scale Document-Level Relation Extraction Dataset ⬇️

scientific article

ERNIE: Enhanced Language Representation with Informative Entities ⬇️

scientific article published on 26 May 2019

Empowering Private Tutoring by Chaining Large Language Models

scientific article published on 20 October 2024

Hyperbolic Pre-Trained Language Model

scientific article published on 30 May 2024

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes

scientific article published on 27 July 2020

Incorporating linguistic knowledge for learning distributed word representations

scientific article

MUSER: A Multi-View Similar Case Retrieval Dataset

scientific article published on 21 October 2023

List of works by Zhiyuan Liu

A Unified Understanding of Deep NLP Models for Text Classification

A deep-learning system bridging molecule structure and biomedical text with comprehension comparable to human professionals

Bootstrapping Knowledge Graphs From Images and Text

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild ⬇️

Crossmodal Language Grounding in an Embodied Neurocognitive Model

Deep Learning in Knowledge Graph

Denoising Distantly Supervised Open-Domain Question Answering

Differentiating Concepts and Instances for Knowledge Graph Embedding

DocRED: A Large-Scale Document-Level Relation Extraction Dataset ⬇️

ERNIE: Enhanced Language Representation with Informative Entities ⬇️

Empowering Private Tutoring by Chaining Large Language Models

Hyperbolic Pre-Trained Language Model

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes

Incorporating linguistic knowledge for learning distributed word representations

MUSER: A Multi-View Similar Case Retrieval Dataset

Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network ⬇️

OpenHowNet: An Open Sememe-based Lexical Knowledge Base ⬇️

OpenKE: An Open Toolkit for Knowledge Embedding ⬇️

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction ⬇️

OpenPrompt: An Open-source Framework for Prompt-learning ⬇️