Predicting Concept-Based Research Trends with Rhetorical Framing. - Jifan Yu; Liangming Pan; Juanzi Li; Xiaoping Du (CCKS, 2018)

Course Concept Expansion in MOOCs with External Knowledge and Interactive Game. - Jifan Yu; Chenyu Wang; Gan Luo; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Jie Tang 001 (ACL (1), 2019)

Geographical Information Enhanced POI Hierarchical Classification. - Shaopeng Liu; Jifan Yu; Juanzi Li; Lei Hou 001 (WISA, 2020)

MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs. - Jifan Yu; Gan Luo; Tong Xiao; Qingyang Zhong; Yuquan Wang; Wenzheng Feng; Junyi Luo; Chenyu Wang; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Jie Tang 001 (ACL, 2020)

ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs. - Jifan Yu; Chenyu Wang; Gan Luo; Lei Hou 001; Juanzi Li; Jie Tang 001; Minlie Huang; Zhiyuan Liu 001 (AACL/IJCNLP, 2020)

Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making. - Zijun Yao 002; Chengjiang Li; Tiansi Dong; Xin Lv; Jifan Yu; Lei Hou 001; Juanzi Li; Yichi Zhang; Zelin Dai (ACL/IJCNLP (1), 2021)

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. - Jifan Yu; Yuquan Wang; Qingyang Zhong; Gan Luo; Yiming Mao 005; Kai Sun; Wenzheng Feng; Wei Xu 017; Shulin Cao; Kaisheng Zeng; Zijun Yao 002; Lei Hou 001; et al. (CIKM, 2021)

Learning Behavior-Aware Cognitive Diagnosis for Online Education Systems. - Yiming Mao 005; Bin Xu 001; Jifan Yu; Yifan Fang; Jie Yuan; Juanzi Li; Lei Hou 001 (ICPCSEE (2), 2021)

Expertise-Aware Crowdsourcing Taxonomy Enrichment. - Yuquan Wang; Yanpeng Wang; Yiming Mao 005; Jifan Yu; Kaisheng Zeng; Lei Hou 001; Juanzi Li; Jie Tang 001 (WISE (1), 2021)

Program Transfer for Answering Complex Questions over Knowledge Bases. - Shulin Cao; Jiaxin Shi; Zijun Yao 002; Xin Lv; Jifan Yu; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Jinghui Xiao (ACL (1), 2022)

HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese. - Daniel Zhang-li; Jing Zhang 001; Jifan Yu; Xiaokang Zhang; Peng Zhang 077; Jie Tang 001; Juanzi Li (ACL (demo), 2022)

Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering. - Jing Zhang 001; Xiaokang Zhang; Jifan Yu; Jian Tang 005; Jie Tang 001; Cuiping Li 001; Hong Chen 001 (ACL (1), 2022)

CStory: A Chinese Large-scale News Storyline Dataset. - Kaijie Shi 001; Xiaozhi Wang; Jifan Yu; Lei Hou 001; Juanzi Li; Jingtong Wu; Dingyu Yong; Jinghui Xiao; Qun Liu 001 (CIKM, 2022)

Interactive Contrastive Learning for Self-Supervised Entity Alignment. - Kaisheng Zeng; Zhenhao Dong; Lei Hou 001; Yixin Cao 002; Minghao Hu; Jifan Yu; Xin Lv; Lei Cao; Xin Wang 117; Haozhuang Liu; Yi Huang 017; Junlan Feng; et al. (CIKM, 2022)

UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor. - Shangqing Tu; Jifan Yu; Fangwei Zhu; Juanzi Li; Lei Hou 001; Jian-Yun Nie (COLING, 2022)

XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation. - Jifan Yu; Xiaohan Zhang; Yifan Xu; Xuanyu Lei; Xinyu Guan; Jing Zhang 001; Lei Hou 001; Juanzi Li; Jie Tang 001 (KDD, 2022)

ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment. - Kaisheng Zeng; Zhenhao Dong; Lei Hou 001; Yixin Cao 002; Minghao Hu; Jifan Yu; Xin Lv; Juanzi Li; Ling Feng (CoRR, 2022)

Towards a General Pre-training Framework for Adaptive Learning in MOOCs. - Qingyang Zhong; Jifan Yu; Zheyuan Zhang; Yiming Mao 005; Yuquan Wang; Yankai Lin; Lei Hou 001; Juanzi Li; Jie Tang 001 (CoRR, 2022)

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction. - Ji Qi 003; Bin Xu 001; Kaisheng Zeng; Jinxin Liu 002; Jifan Yu; Qi Gao; Juanzi Li; Lei Hou 001 (CoRR, 2022)

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph. - Bowen Zhao 004; Jiuding Sun; Bin Xu 001; Xingyu Lu; Yuchen Li; Jifan Yu; Minghui Liu; Tingjian Zhang; Qiuyang Chen; Hanming Li; Lei Hou 001; Juanzi Li (CoRR, 2022)

VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. - Zijun Yao 002; Yuanyong Chen; Xin Lv; Shulin Cao; Amy Xin; Jifan Yu; Hailong Jin; Jianjun Xu; Peng Zhang 077; Lei Hou 001; Juanzi Li (ACL (demo), 2023)

KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding. - Zijun Yao 002; Yantao Liu; Xin Lv; Shulin Cao; Jifan Yu; Juanzi Li; Lei Hou 001 (ACL (Findings), 2023)

Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline. - Mengying Lu; Yuquan Wang; Jifan Yu; Yexing Du; Lei Hou 001; Juanzi Li (ACL (1), 2023)

Learn to Not Link: Exploring NIL Prediction in Entity Linking. - Fangwei Zhu; Jifan Yu; Hailong Jin; Lei Hou 001; Juanzi Li; Zhifang Sui (ACL (Findings), 2023)

Fine-Grained Category Generation for Sets of Entities. - Yexing Du; Jifan Yu; Jing Wan; Jianjun Xu; Lei Hou 001 (APWeb/WAIM (4), 2023)

Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts. - Jifan Yu; Hanming Li; Gan Luo; Yankai Lin; Peng Li 030; Jianjun Xu; Lei Hou 001; Bin Xu 001 (APWeb/WAIM (4), 2023)

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. - Ji Qi 003; Jifan Yu; Teng Tu; Kunyu Gao; Yifan Xu; Xinyu Guan; Xiaozhi Wang; Bin Xu 001; Lei Hou 001; Juanzi Li; Jie Tang 001 (CIKM, 2023)

LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. - Shangqing Tu; Zheyuan Zhang; Jifan Yu; Chunyang Li; Siyu Zhang; Zijun Yao 002; Lei Hou 001; Juanzi Li (CIKM, 2023)

FFAEval: Evaluating Dialogue System via Free-For-All Ranking. - Zeyao Ma; Zijun Yao 002; Jing Zhang 001; Jifan Yu; Xiaohan Zhang; Juanzi Li; Jie Tang 001 (EMNLP (Findings), 2023)

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. - Ji Qi 003; Chuchun Zhang; Xiaozhi Wang; Kaisheng Zeng; Jifan Yu; Jinxin Liu 002; Lei Hou 001; Juanzi Li; Xu Bin (EMNLP, 2023)

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. - Zheyuan Zhang; Jifan Yu; Juanzi Li; Lei Hou 001 (EMNLP (Findings), 2023)

GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation. - Jing Zhang 001; Xiaokang Zhang; Daniel Zhang-Li; Jifan Yu; Zijun Yao 002; Zeyao Ma; Yiqi Xu; Haohua Wang; Xiaohan Zhang; Nianyi Lin; Sunrui Lu; Juanzi Li; et al. (KDD, 2023)

Benchmarking Foundation Models with Language-Model-as-an-Examiner. - Yushi Bai; Jiahao Ying; Yixin Cao 002; Xin Lv; Yuze He; Xiaozhi Wang; Jifan Yu; Kaisheng Zeng; Yijia Xiao; Haozhe Lyu; Jiayin Zhang; Juanzi Li; et al. (NeurIPS, 2023)

MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCs. - Jifan Yu; Mengying Lu; Qingyang Zhong; Zijun Yao 002; Shangqing Tu; Zhengshan Liao; Xiaoya Li 002; Manli Li; Lei Hou 001; Hai-Tao Zheng 002; Juanzi Li; Jie Tang 001 (SIGIR, 2023)

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. - Ji Qi 003; Jifan Yu; Teng Tu; Kunyu Gao; Yifan Xu; Xinyu Guan; Xiaozhi Wang; Yuxiao Dong; Bin Xu 001; Lei Hou 001; Juanzi Li; Jie Tang 001; et al. (CoRR, 2023)

ChatLog: Recording and Analyzing ChatGPT Across Time. - Shangqing Tu; Chunyang Li; Jifan Yu; Xiaozhi Wang; Lei Hou 001; Juanzi Li (CoRR, 2023)

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. - Ji Qi 003; Chuchun Zhang; Xiaozhi Wang; Kaisheng Zeng; Jifan Yu; Jinxin Liu 002; Jiuding Sun; Yuxiang Chen; Lei How; Juanzi Li; Bin Xu 001 (CoRR, 2023)

BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation. - Ji Qi 003; Kaixuan Ji; Jifan Yu; Duokang Wang; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2023)

Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment. - Ji Qi 003; Kaixuan Ji; Xiaozhi Wang; Jifan Yu; Kaisheng Zeng; Lei Hou 001; Juanzi Li; Bin Xu 001 (CoRR, 2023)

CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Libiao Peng; Jiaming Yang; Xiyao Xiao; Sahand Sabour; Xiaohan Zhang; et al. (CoRR, 2023)

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models. - Shangqing Tu; Yuliang Sun; Yushi Bai; Jifan Yu; Lei Hou 001; Juanzi Li (ACL (1), 2024)

Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking. - Xiaokang Zhang; Zijun Yao 002; Jing Zhang 001; Kaifeng Yun; Jifan Yu; Juanzi Li; Jie Tang 001 (ACL (1), 2024)

Evaluating Generative Language Models in Information Extraction as Subjective Question Correction. - Yuchen Fan; Yantao Liu; Zijun Yao 002; Jifan Yu; Lei Hou 001; Juanzi Li (LREC/COLING, 2024)

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models. - Yantao Liu; Zijun Yao 002; Xin Lv; Yuchen Fan; Shulin Cao; Jifan Yu; Lei Hou 001; Juanzi Li (LREC/COLING, 2024)

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation. - Jifan Yu; Xiaohan Zhang; Yifan Xu; Xuanyu Lei; Zijun Yao 002; Jing Zhang 001; Lei Hou 001; Juanzi Li (LREC/COLING, 2024)

CharacterGLM: Customizing Social Characters with Large Language Models. - Jinfeng Zhou; Zhuang Chen 002; Dazhen Wan; Bosi Wen; Yi Song; Jifan Yu; Yongkang Huang; Pei Ke; Guanqun Bi; Libiao Peng; Jiaming Yang; Xiyao Xiao; et al. (EMNLP (Industry Track), 2024)

KoLA: Carefully Benchmarking World Knowledge of Large Language Models. - Jifan Yu; Xiaozhi Wang; Shangqing Tu; Shulin Cao; Daniel Zhang-Li; Xin Lv; Hao Peng 015; Zijun Yao 002; Xiaohan Zhang; Hanming Li; Chunyang Li; Zheyuan Zhang; et al. (ICLR, 2024)

R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models. - Shangqing Tu; Yuanchun Wang; Jifan Yu; Yuyang Xie; Yaran Shi; Xiaozhi Wang; Jing Zhang; Lei Hou 001; Juanzi Li (KDD, 2024)

OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining. - Fanjin Zhang; Shijie Shi; Yifan Zhu 001; Bo Chen 026; Yukuo Cen; Jifan Yu; Yelin Chen; Lulu Wang; Qingfei Zhao; Yuqing Cheng; Tianyi Han; Yuwei An; et al. (KDD, 2024)

Entity Set Expansion Based on Category Prompts in MOOCs. - Yubin Chen; Jing Wan; Yexing Du; Jifan Yu; Lei Hou 001; Juanzi Li (KSEM (2), 2024)

NovaChart: A Large-scale Dataset towards Chart Understanding and Generation of Multimodal Large Language Models. - Linmei Hu; Duokang Wang; Yiming Pan 003; Jifan Yu; Yingxia Shao; Chong Feng 001; Liqiang Nie (ACM Multimedia, 2024)

SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation. - Zeyao Ma; Bohan Zhang; Jing Zhang; Jifan Yu; Xiaokang Zhang; Xiaohan Zhang; Sijia Luo; Xi Wang; Jie Tang 001 (NeurIPS, 2024)

PST-Bench: Tracing and Benchmarking the Source of Publications. - Fanjin Zhang; Kun Cao; Yukuo Cen; Jifan Yu; Da Yin; Jie Tang 001 (CoRR, 2024)

Reverse That Number! Decoding Order Matters in Arithmetic Learning. - Daniel Zhang-Li; Nianyi Lin; Jifan Yu; Zheyuan Zhang; Zijun Yao 002; Xiaokang Zhang; Lei Hou 001; Jing Zhang 001; Juanzi Li (CoRR, 2024)

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. - Xiaokang Zhang; Jing Zhang 001; Zeyao Ma; Yang Li 074; Bohan Zhang; Guanlin Li; Zijun Yao 002; Kangli Xu; Jinchang Zhou; Daniel Zhang-Li; Jifan Yu; Shu Zhao; et al. (CoRR, 2024)

Explainable Few-shot Knowledge Tracing. - Haoxuan Li 003; Jifan Yu; Yuanxin Ouyang; Zhuang Liu 004; Wenge Rong; Juanzi Li; Zhang Xiong 001 (CoRR, 2024)

A Solution-based LLM API-using Methodology for Academic Information Seeking. - Yuanchun Wang; Jifan Yu; Zijun Yao 002; Jing Zhang 001; Yuyang Xie; Shangqing Tu; Yiyang Fu; Youhe Feng; Jinkai Zhang; Jingyao Zhang; Bowen Huang; Yuanyao Li; et al. (CoRR, 2024)

Knowledge-to-Jailbreak: One Knowledge Point Worth One Attack. - Shangqing Tu; Zhuoran Pan; Wenxuan Wang; Zhexin Zhang; Yuliang Sun; Jifan Yu; Hongning Wang; Lei Hou 001; Juanzi Li (CoRR, 2024)

SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation. - Zeyao Ma; Bohan Zhang; Jing Zhang 001; Jifan Yu; Xiaokang Zhang; Xiaohan Zhang; Sijia Luo; Xi Wang; Jie Tang 001 (CoRR, 2024)

Simulating Classroom Education with LLM-Empowered Agents. - Zheyuan Zhang; Daniel Zhang-Li; Jifan Yu; Linlu Gong; Jinchang Zhou; Zhiyuan Liu 001; Lei Hou 001; Juanzi Li (CoRR, 2024)

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents. - Jifan Yu; Zheyuan Zhang; Daniel Zhang-li; Shangqing Tu; Zhanxin Hao; Rui Miao Li; Haoxuan Li 003; Yuanchun Wang; Hanming Li; Linlu Gong; Jie Cao; Jiayin Lin; et al. (CoRR, 2024)

Exploring sequence-to-sequence taxonomy expansion via language model probing. - Kai Sun; Jifan Yu; Juanzi Li; Lei Hou 001 (Expert Syst. Appl., 2024)

Dynamic Scaling of Unit Tests for Code Reward Modeling. - Zeyao Ma; Xiaokang Zhang; Jing Zhang; Jifan Yu; Sijia Luo; Jie Tang (ACL (1), 2025)

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios. - Xiaokang Zhang; Sijia Luo; Bohan Zhang; Zeyao Ma; Jing Zhang 001; Yang Li 074; Guanlin Li; Zijun Yao 002; Kangli Xu; Jinchang Zhou; Daniel Zhang-Li; Jifan Yu; et al. (ACL (Findings), 2025)

CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis. - Bohan Zhang; Xiaokang Zhang; Jing Zhang; Jifan Yu; Sijia Luo; Jie Tang (ACL (1), 2025)

SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking. - Yuanchun Wang; Jifan Yu; Zijun Yao 002; Jing Zhang 001; Yuyang Xie; Shangqing Tu; Yiyang Fu; Youhe Feng; Jinkai Zhang; Jingyao Zhang; Bowen Huang; Yuanyao Li; et al. (KDD (1), 2025)

Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination. - Daniel Zhang-Li; Zheyuan Zhang; Jifan Yu; Joy Lim Jia Yin; Shangqing Tu; Linlu Gong; Haohua Wang; Zhiyuan Liu 001; Huiqin Liu; Lei Hou 001; Juanzi Li (KDD (1), 2025)

Simulating Classroom Education with LLM-Empowered Agents. - Zheyuan Zhang; Daniel Zhang-Li; Jifan Yu; Linlu Gong; Jinchang Zhou; Zhanxin Hao; Jianxiao Jiang; Jie Cao; Huiqin Liu; Zhiyuan Liu 001; Lei Hou 001; Juanzi Li (NAACL (Long Papers), 2025)

Dynamic Scaling of Unit Tests for Code Reward Modeling. - Zeyao Ma; Xiaokang Zhang; Jing Zhang 001; Jifan Yu; Sijia Luo; Jie Tang 001 (CoRR, 2025)

CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis. - Bohan Zhang; Xiaokang Zhang; Jing Zhang 001; Jifan Yu; Sijia Luo; Jie Tang 001 (CoRR, 2025)

Exploring LLM-based Student Simulation for Metacognitive Cultivation. - Haoxuan Li 003; Jifan Yu; Xin Cong; Yang Dang; Yisi Zhan; Huiqin Liu; Zhiyuan Liu 001 (CoRR, 2025)

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. - Shangqing Tu; Yucheng Wang; Daniel Zhang-Li; Yushi Bai; Jifan Yu; Yuhao Wu; Lei Hou 001; Huiqin Liu; Zhiyuan Liu 001; Bin Xu 001; Juanzi Li (CoRR, 2025)

Student engagement in collaborative learning with AI agents in an LLM-empowered learning environment: A cluster analysis. - Zhanxin Hao; Jianxiao Jiang; Jifan Yu; Zhiyuan Liu; Yu Zhang (CoRR, 2025)

LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning. - Joy Lim Jia Yin; Daniel Zhang-Li; Jifan Yu; Haoxuan Li 003; Shangqing Tu; Yuanchun Wang; Zhiyuan Liu 001; Huiqin Liu; Lei Hou 001; Juanzi Li; Bin Xu 001 (CoRR, 2025)

AI instructional agent improves student's perceived learner control and learning outcome: empirical evidence from a randomized controlled trial. - Fei Qin; Zhanxin Hao; Jifan Yu; Zhiyuan Liu 001; Yu Zhang 186 (CoRR, 2025)

Mapping Student-AI Interaction Dynamics in Multi-Agent Learning Environments: Supporting Personalised Learning and Reducing Performance Gaps. - Zhanxin Hao; Jie Cao; Ruimiao Li; Jifan Yu; Zhiyuan Liu 001; Yu Zhang 186 (CoRR, 2025)