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followers: 81.0 following: 35.0 repos: 27.0 gists: 0.0

Name: Yutao ZHU

Type: User

Company: Renmin University of China

Bio: Postdoc @ GSAI, RUC

Location: Beijing, China

Blog: https://daod.github.io

👋 About me

I am currently a postdoctoral researcher at the Gaoling School of Artificial Intelligence, Renmin University of China. I earned my PhD from University of Montreal, where I was mentored by Prof. Jian-Yun Nie.
I completed my master's (2019) and bachelor's (2016) degrees at Renmin University of China, under the guidance of Prof. Zhicheng Dou and Prof. Ji-Rong Wen, delving into various NLP challenges.
Research interests: Retrieval-augmented generation, large language models for information retrieval, session-based document ranking

📎 Homepages

Personal page: https://daod.github.io/
Google scholar: https://scholar.google.com/citations?user=tBqVOWsAAAAJ
DBLP: https://dblp.org/pid/71/9704-1.html

🔥 News

2024.1: We propose a new instruction tuning dataset (INTERS) for unlocking the power of LLMs on search tasks. See more details.
2023.11: We analyze the risk of data leakage in LLM pre-training and write a new paper to alert this problem. See more details.
2023.8: We write a new survey about applying large language models for information retrieval. See more details.
2023.8: We publish a new version of YuLan-Chat. It achieves better performance than the official LLaMA-2 and LLaMA-2-Chat on MMLU, C-Eval, and AGI-Gaokao benchmarks!

Yutao ZHU's Projects

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

coca

CIKM 2021: Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking

codetemplate

constraintgraph4nso

AAAI 2021: Neural Sentence Ordering Based on Constraint Graphs

csn

ECIR 2021: Content Selection Network for Document-grounded Retrieval-based Chatbots

daod

daod.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

dcl

From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking

fm_index_java

FM_index algorithm coded by Java

generation

inters

This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"

kimiball_javascript

A ball game coding by Javascript

kpn

SIGIR 2021: Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals

leaderboard-for-knowledge-grounded-retrieval-based-chatbots

Leaderboards, Datasets and Papers for Knowledge-grounded Retrieval-Based Chatbots

nmt

TensorFlow Neural Machine Translation Tutorial

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

reboost

IR Journal 2019: ReBoost: A Retrieval-Boosted Sequence-to-Sequence Model for Neural Response Generation

researchfigure

Some example codes for drawing figures in research paper

ruc_assistant_swift

Small tool for RUCers

ructhesis

**人民大学LaTeX论文模板

scriptwriter

ACL 2020: ScriptWriter: Narrative-Guided Script Generation

tankwar_java

A simple game named tank war coding by Java

tensorflow

Computation using data flow graphs for scalable machine learning

thpp

TH++, C++ interface to the torch7 TH library

transformers_cl

Source code for the paper "Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking" at ECIR'20

tripadvisor

A project for service computing class.

tutorial-on-bpel

A tutorial on deploying BPEL process on Apache ODE

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