任飞亮｜东北大学｜学者主页

2026

混合方法驱动的公司名称层级分类系统

王世超，王嘉岐，任飞亮，姬彬荃，韩渊涛，张佳旭，李天扬，杨仓懿

《小型微型计算机系统》

DOI

2026

CCRA: A Cross-modal Complementary Representation Alignment Framework for Bridging the Modality Gap

Xingchen Han, Ruihao Zhang, Ruiting Li, Yingxin Pei, Jiaqi Wang, JI Zhe, Feiliang Ren, Yongkang Liu

International Conference on Multimedia Retrieval

DOI

2026

TRACE: Optimizing Multi-Hop Question Answering via Confidence-Guided Retrieval Assimilation

Yuantao Han, Yingxin Pei, Haibo Luo, Binquan Ji, Jiaqi Wang, Yifei Lu, Feiliang Ren

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation

Haonan Shangguan, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Feiliang Ren, Ge Yu

DOI

2025

大模型技术深度解析：微课版

任飞亮

《清华大学出版社》

2025

Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering

Binquan Ji, Haibo Luo, YifeiLu YifeiLu, Lei Hei, Jiaqi Wang, Tingjing Liao, Wang Lingyu, Shichao Wang, Feiliang Ren

DOI

2025

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards

Cheng Liu, Yifei Lu, Fanghua Ye, Jian Li, Xingyu Chen, Feiliang Ren, Zhaopeng Tu, Xiaolong Li

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2025

Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction

Lei Hei, Tingjing Liao, Peiyingxin, Yiyang Qi, Jiaqi Wang, Rongxuan Li, Feiliang Ren

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2025

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision

YifeiLu YifeiLu, Fanghua Ye, Jian Li, Qiang Gao, Cheng Liu, Haibo Luo, Nan Du, Xiaolong Li, Feiliang Ren

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2022

应用SARIMA模型预测主题词研究热度

陈煜杰，王一蒙，任飞亮

《小型微型计算机系统》

2022

An Understanding-oriented Robust Machine Reading Comprehension Model

Feiliang Ren, Yongkang Liu, Bochao Li, Shilei Liu, Bingchao Wang, Jiaqi Wang, Chunchao Liu, Qi Ma

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2022

Deep Understanding Based Multi-Document Machine Reading Comprehension

Feiliang Ren, Yongkang Liu, Bochao Li, Zhibo Wang, Yu Hui Guo, Shilei Liu, Huimin Wu, Jiaqi Wang, Chunchao Liu, Bingchao Wang

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2022

A Simple but Effective Bidirectional Framework for Relational Triple Extraction

Feiliang Ren, Longhui Zhang, Xiaofeng Zhao, Shujuan Yin, Shilei Liu, Bochao Li

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2022

A Relation Semantic Information Attentive Stereoscopic Framework for Relational Triple Extraction

Makoto Miwa, Yutaka Sasaki, Modeling, Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng, Shilei Zhao, Bochao Liu, Ya-Duo Li, Liu, Xiang Ren, Zeqiu Wu, Wen-Qi He, M. Qu, Clare R. Voss, Heng Ji, Tarek F. Abdelzaher

2021

BSLRel:基于二元序列标注的级联关系三元组抽取模型

张龙辉，尹淑娟，任飞亮，苏剑林，明瑞成，白宇佳

《中文信息学报》

2021

A Conditional Cascade Model for Relational Triple Extraction

Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li

Proceedings of the ... ACM International Conference on Information & Knowledge Management

DOI

2021

A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation

Shilei Liu, Xiaofeng Zhao, Bochao Li, Feiliang Ren, Longhui Zhang, Shujuan Yin

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

An Effective System for Multi-format Information Extraction

Yaduo Liu, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Feiliang Ren

Lecture notes in computer science

DOI

2021

A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling

Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng Zhao, Shilei Liu, Bochao Li, Yaduo Liu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2021

Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection

Shilei Liu, Xiaofeng Zhao, Bochao Li, Feiliang Ren

Lecture notes in computer science

DOI

2020

TransP: A New Knowledge Graph Embedding Model by Translating on Positions

Feiliang Ren, Jucheng Li, Huihui Zhang, Xiaochun Yang

IEEE International Conference on Knowledge Graph (ICKG)

DOI

2020

Knowledge Graph Embedding with Atrous Convolution and Residual Learning

Feiliang Ren, Juchen Li, Huihui Zhang, Shilei Liu, Bochao Li, Ruicheng Ming, Yujia Bai

International Conference on Computational Linguistics

DOI

2020

BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model

Huihui Zhang, Feiliang Ren

DOI

2020

LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model

Shilei Liu, Yu Hui Guo, BoChao Li, Feiliang Ren

DOI

2020

A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training

Yongkang Liu, Shi Feng, Da-Ling Wang, Kaisong Song, Feiliang Ren, Yi-Fei Zhang

AAAI Conference on Artificial Intelligence

DOI

2019

从文本中构建领域本体技术综述

任飞亮，沈继坤，孙宾宾，朱靖波

《计算机学报》

2019

Domain Representation for Knowledge Graph Embedding

Cunxiang Wang, Feiliang Ren, Zhichao Lin, Chenxu Zhao, Tian Xie, Yue Zhang

Lecture notes in computer science

DOI

2018

N-Reader:基于双层Self-attention的机器阅读理解模型

梁小波，任飞亮，刘永康，潘凌峰，侯依宁，张熠，李妍

《中文信息学报》

2018

BiTCNN: A Bi-Channel Tree Convolution Based Neural Network Model for Relation Classification

Feiliang Ren, Yongcheng Li, Rongsheng Zhao, Di Zhou, Zhihui Liu

Lecture notes in computer science

DOI

2018

Neural Relation Classification with Text Descriptions

Feiliang Ren, Di Zhou, Zhihui Liu, Yongcheng Li, Rongsheng Zhao, Yongkang Liu, Xiao-Bo Liang

International Conference on Computational Linguistics

2018

An Enhanced ESIM Model for Sentence Pair Matching with Self-Attention

Yongkang Liu, Xiao-Bo Liang, Feiliang Ren, Yan Li, Yining Hou, Yi Zhang, Ling-Feng Pan

CCKS Tasks

2018

A Multiple Utterances based Neural Network Model for Joint Intent Detection and Slot Filling

Ling-Feng Pan, Yi Zhang, Feiliang Ren, Yining Hou, Yan Li, Xiao-Bo Liang, Yongkang Liu

CCKS Tasks

2018

TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph

Feiliang Ren, Yining Hou, Yan Li, Ling-Feng Pan, Yi Zhang, Xiao-Bo Liang, Yongkang Liu, Yu Guo, Rongsheng Zhao, Ruicheng Ming, Huiming Wu

arXiv.org

2017

Embedding Syntactic Tree Structures into CNN Architecture for Relation Classification

Feiliang Ren, Rongsheng Zhao, Xiao Min Hu, Yongcheng Li, Di Zhou, Cunxiang Wang

Communications in computer and information science

DOI

2014

Learning time-sensitive domain ontology from scientific papers with a hybrid learning method

Feiliang Ren

Journal of Information Science

DOI

2013

An unsupervised cascade learning scheme for ‘cluster-theme keywords’ structure extraction from scientific papers

Feiliang Ren

Journal of Information Science

DOI

2013

A Practical Chinese-English Organization Name Translation Method Based on Web Assistant

Feiliang Ren

DOI

2013

A Frequency Based Mining Method of Complex Concept Relations for Domain Ontology

Feiliang Ren

DOI

2012

A Demo for Constructing Domain Ontology from Academic Papers

Feiliang Ren

International Conference on Computational Linguistics

2012

Easy-First Chinese POS Tagging and Dependency Parsing

Ji Ma, Tong Xiao, Jing-Bo Zhu, Feiliang Ren

International Conference on Computational Linguistics

2012

A Practical Chinese-English ON Translation Method Based on ON‘s Distribution Characteristics on the Web

Feiliang Ren

International Conference on Computational Linguistics

2011

The NiuTrans Machine Translation System for NTCIR-9 PatentMT

Tong Xiao, Qiang Li, Qi Lu, Haotong Zhang, Haibo Ding, Shu-Jie Yao, Xiaoming Xu, Xiaoxu Fei, Jing-Bo Zhu, Feiliang Ren, Huizhen Wang

NTCIR Conference on Evaluation of Information Access Technologies

2011

The NiuTrans Machine Translation System for CWMT2011

Tong Xiao, Hao Zhang, Qiang Li, Qi Lu, Jing-Bo Zhu, Feiliang Ren, Huizhen Wang

2010

Web-based technical term translation pairs mining for patent document translation

Feiliang Ren, Jingbo Zhu, Huizhen Wang

International Conference on Natural Language Processing and Knowledge Engineering (NLPKE)

DOI

2010

A novel Chinese-English on translation method using mix-language web pages

Feiliang Ren, Jingbo Zhu, Huizhen Wang

International Conference on Natural Language Processing and Knowledge Engineering (NLPKE)

DOI

2009

Translate Chinese organization names using examples and web

Feiliang Ren, Jingbo Zhu, Huizhen Wang

International Conference on Natural Language Processing and Knowledge Engineering (NLPKE)

DOI

2009

Chinese-English organization name translation based on correlative expansion

Feiliang Ren, Muhua Zhu, Huizhen Wang, Jingbo Zhu

DOI

2009

NEUTrans: a Phrase-Based SMT System for CWMT2009

Tong Xiao, Rushan Chen, Tianning Li, Muhua Zhu, Jing-Bo Zhu, Huizhen Wang, Feiliang Ren

2008

高适应性基于实例的机器翻译中关键技术研究

任飞亮

《东北大学》

2008

An Effective Hybrid Machine Learning Approach for Coreference Resolution

Feiliang Ren, Jing-Bo Zhu

International Joint Conference on Natural Language Processing

2008

An Effective Approach for Coreference Resolution

Feiliang Ren, Jing-Bo Zhu, Huizhen Wang, Tong Xiao

International Journal of Computer Processing of Oriental Languages

DOI

2007

Fuzzy Formal Concept Analysis and Fuzzy Concept Lattices

Feiliang Ren

Journal of Northeastern University

2007

EBMT based on finite automata state transfer generation

Feiliang Ren, Li Zhang, Minghan Hu, Tianshun Yao

Conference on Theoretical and Methodological Issues in Machine Translation of Natural Languages

2006

A Dynamic Weighted Method with Support Vector Machines for Chinese Word Segmentation

Feiliang Ren, Lei Shi, Tianshun Yao

International Conference on Natural Language Processing and Knowledge Engineering (NLPKE)

DOI

2006

Building Translation Memory System by N-gram

Feiliang Ren, Shaoming Liu

Pacific Asia Conference on Language, Information and Computation

2006

Make Word Sense Disambiguation in EBMT Practical

Feiliang Ren, Tianshun Yao

Pacific Asia Conference on Language, Information and Computation

2003

基于统计的汉英法律文献亚句子级对齐

吕学强，李清隐，任飞亮，姚天顺

《东北大学学报(自然科学版)》

2003

句子相似模型和最相似句子查找算法

吕学强，任飞亮，黄志丹，姚天顺

《东北大学学报(自然科学版)》

2003

基于统计的锚点词候选集的获取

任飞亮，吕学强，吴宏林，姚天顺

《计算机工程与应用》

2003

Sentence Similarity Model and the Most Similar Sentence Search Algorithm

Feiliang Ren

Discover rather than Memorize: A Novel Benchmark for Relational Triple Extraction

Xin-Yan Guan, Yan-Jiang Liu, Hong-Yu Lin, Yaojie Lu, Leonhard Hennig, P. Thomas, Tapas Nayak, N. Majumder, Pawan Goyal, Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo M. Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Andrea Papaluca, D. Krefl, S. Mendez, Ro-629 driguez, Artem Lensky, Hanna Suominen, A. Radford, R. Child, D. Luan, Feiliang Ren, Longhui Zhang, Shujuan Yin, Xiaofeng, Shilei Zhao, Bochao Liu, Ya-Duo Li, Liu

精选作品

期刊论文

混合方法驱动的公司名称层级分类系统

CCRA: A Cross-modal Complementary Representation Alignment Framework for Bridging the Modality Gap

TRACE: Optimizing Multi-Hop Question Answering via Confidence-Guided Retrieval Assimilation

Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation

大模型技术深度解析：微课版

Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards

Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision

应用SARIMA模型预测主题词研究热度

An Understanding-oriented Robust Machine Reading Comprehension Model

Deep Understanding Based Multi-Document Machine Reading Comprehension

A Simple but Effective Bidirectional Framework for Relational Triple Extraction

A Relation Semantic Information Attentive Stereoscopic Framework for Relational Triple Extraction

BSLRel:基于二元序列标注的级联关系三元组抽取模型

A Conditional Cascade Model for Relational Triple Extraction

A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation

An Effective System for Multi-format Information Extraction

A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling

Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection

TransP: A New Knowledge Graph Embedding Model by Translating on Positions

Knowledge Graph Embedding with Atrous Convolution and Residual Learning

BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model

LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model

A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training

从文本中构建领域本体技术综述

Domain Representation for Knowledge Graph Embedding

N-Reader:基于双层Self-attention的机器阅读理解模型

BiTCNN: A Bi-Channel Tree Convolution Based Neural Network Model for Relation Classification

Neural Relation Classification with Text Descriptions

An Enhanced ESIM Model for Sentence Pair Matching with Self-Attention

A Multiple Utterances based Neural Network Model for Joint Intent Detection and Slot Filling

TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph

Embedding Syntactic Tree Structures into CNN Architecture for Relation Classification

Learning time-sensitive domain ontology from scientific papers with a hybrid learning method

An unsupervised cascade learning scheme for ‘cluster-theme keywords’ structure extraction from scientific papers

A Practical Chinese-English Organization Name Translation Method Based on Web Assistant

A Frequency Based Mining Method of Complex Concept Relations for Domain Ontology

A Demo for Constructing Domain Ontology from Academic Papers

Easy-First Chinese POS Tagging and Dependency Parsing

A Practical Chinese-English ON Translation Method Based on ON‘s Distribution Characteristics on the Web

The NiuTrans Machine Translation System for NTCIR-9 PatentMT

The NiuTrans Machine Translation System for CWMT2011

Web-based technical term translation pairs mining for patent document translation

A novel Chinese-English on translation method using mix-language web pages

Translate Chinese organization names using examples and web

Chinese-English organization name translation based on correlative expansion

NEUTrans: a Phrase-Based SMT System for CWMT2009

高适应性基于实例的机器翻译中关键技术研究

An Effective Hybrid Machine Learning Approach for Coreference Resolution

An Effective Approach for Coreference Resolution

Fuzzy Formal Concept Analysis and Fuzzy Concept Lattices

EBMT based on finite automata state transfer generation

A Dynamic Weighted Method with Support Vector Machines for Chinese Word Segmentation

Building Translation Memory System by N-gram

Make Word Sense Disambiguation in EBMT Practical

基于统计的汉英法律文献亚句子级对齐

句子相似模型和最相似句子查找算法

基于统计的锚点词候选集的获取

Sentence Similarity Model and the Most Similar Sentence Search Algorithm

Discover rather than Memorize: A Novel Benchmark for Relational Triple Extraction

会议论文

CWMT2011东北大学参评系统NiuTrans介绍(英文)

第四届全国机器翻译研讨会(CWMT08)东北大学自然语言处理实验室技术报告

基于条件随机场的中文命名实体识别特征比较研究

基于多层次特征集成的中文实体指代识别

应用支持向量机进行中文分词

基于词形相似和语义距离的最佳翻译模板检索算法(英文)

基于统计的汉英句子对齐研究

预印本

High-Rank Structured Modulation for Parameter-Efficient Fine-Tuning

ConvergeWriter: Data-Driven Bottom-Up Article Construction

Multimodal Relational Triple Extraction with Query-based Entity Object Transformer

RTF: Region-based Table Filling Method for Relational Triple Extraction

TechGPT-2.0: A large language model project to solve the task of knowledge graph construction