RiMOM results for OAEI 2010. - Zhichun Wang; Xiao Zhang; Lei Hou 001; Yue Zhao; Juanzi Li; Yu Qi; Jie Tang 001 (OM, 2010)

Personalized Diversity Search Based on User's Social Relationships. - Ming Li; Juanzi Li; Lei Hou 001; Hai-Tao Zheng 002 (ADMA, 2012)

Exploration and Visualization of Administrator Network in Wikipedia. - Jamal Yousaf; Juanzi Li; Haisu Zhang; Lei Hou 001 (APWeb, 2012)

Co-mention and Context-Based Entity Linking. - Qian Zheng; Juanzi Li; Zhichun Wang; Lei Hou 001 (CSWS, 2012)

What Users Care About: A Framework for Social Content Alignment. - Lei Hou 001; Juanzi Li; Xiaoli Li 001; Jiangfeng Qu; Xiaofei Guo; Ou Hui; Jie Tang 001 (IJCAI, 2013)

Personalized Model Combination for News Recommendation in Microblogs. - Rémi Lam; Lei Hou 001; Juan-Zi Li (JIST, 2014)

Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling. - Lei Hou 001; Juanzi Li; Xiaoli Li 001; Yu Su (DASFAA (1), 2015)

Target Detection and Knowledge Learning for Domain Restricted Question Answering. - Mengdi Zhang 002; Tao Huang; Yixin Cao 002; Lei Hou 001 (NLPCC, 2015)

NewsMiner: Multifaceted news analysis for event search. - Lei Hou 001; Juanzi Li; Zhichun Wang; Jie Tang 001; Peng Zhang 077; Ruibing Yang; Qian Zheng (Knowl. Based Syst., 2015)

Detecting Public Influence on News Using Topic-Aware Dynamic Granger Test. - Lei Hou 001; Juan-Zi Li; Xiaoli Li 001; Jianbin Jin (ECML/PKDD (2), 2016)

XLink: An Unsupervised Bilingual Entity Linking System. - Jing Zhang 036; Yixin Cao 002; Lei Hou 001; Juanzi Li; Hai-Tao Zheng 002 (CCL, 2017)

Cross-Lingual Infobox Alignment in Wikipedia Using Entity-Attribute Factor Graph. - Yan Zhang 004; Thomas Paradis; Lei Hou 001; Juanzi Li; Jing Zhang 036; Haitao Zheng 002 (ISWC (1), 2017)

Adaptive online event detection in news streams. - Linmei Hu; Bin Zhang; Lei Hou 001; Juanzi Li (Knowl. Based Syst., 2017)

Learning to Align Comments to News Topics. - Lei Hou 001; Juanzi Li; Xiaoli Li 001; Jie Tang 001; Xiaofei Guo (ACM Trans. Inf. Syst., 2017)

Type Hierarchy Enhanced Heterogeneous Network Embedding for Fine-Grained Entity Typing in Knowledge Bases. - Hailong Jin; Lei Hou 001; Juanzi Li (CCL, 2018)

Metadata Extraction for Scientific Papers. - Binjie Meng; Lei Hou 001; Erhong Yang; Juanzi Li (CCL, 2018)

Neural Collective Entity Linking. - Yixin Cao 002; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001 (COLING, 2018)

Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases. - Hailong Jin; Lei Hou 001; Juanzi Li; Tiansi Dong (COLING, 2018)

Is a Common Phrase an Entity Mention or Not? Dual Representations for Domain-Specific Named Entity Recognition. - Jiangtao Zhang; Juanzi Li; Xiao-Li Li 001; Yixin Cao 002; Lei Hou 001; Shuai Wang 030 (DASFAA (1), 2018)

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision. - Yixin Cao 002; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Chengjiang Li; Xu Chen 017; Tiansi Dong (EMNLP, 2018)

Differentiating Concepts and Instances for Knowledge Graph Embedding. - Xin Lv; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001 (EMNLP, 2018)

Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts. - Jiangtao Zhang; Juanzi Li; Shuai Wang 030; Yan Zhang 004; Yixin Cao 002; Lei Hou 001; Xiao-Li Li 001 (PAKDD (2), 2018)

Learning to Embed Sentences Using Attentive Recursive Trees. - Jiaxin Shi; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Hanwang Zhang (AAAI, 2019)

DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. - Jiaxin Shi; Chen Liang; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Hanwang Zhang (AAAI, 2019)

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)

How Important Is POS to Dependency Parsing? Joint POS Tagging and Dependency Parsing Neural Networks. - Hsuehkuan Lu; Lei Hou 001; Juanzi Li (CCL, 2019)

Leveraging Multi-head Attention Mechanism to Improve Event Detection. - Meihan Tong; Bin Xu 001; Lei Hou 001; Juanzi Li; Shuai Wang 030 (CCL, 2019)

Learning Multilingual Sentence Embeddings from Monolingual Corpus. - Shuai Wang 030; Lei Hou 001; Juanzi Li; Meihan Tong; Jiabo Jiang (CCL, 2019)

Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks. - Hailong Jin; Lei Hou 001; Juanzi Li; Tiansi Dong (EMNLP/IJCNLP (1), 2019)

Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. - Chengjiang Li; Yixin Cao 002; Lei Hou 001; Jiaxin Shi; Juanzi Li; Tat-Seng Chua (EMNLP/IJCNLP (1), 2019)

Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations. - Xin Lv; Yuxian Gu; Xu Han 007; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001 (EMNLP/IJCNLP (1), 2019)

Knowledge-Enhanced Bilingual Textual Representations for Cross-Lingual Semantic Textual Similarity. - Hsuehkuan Lu; Yixin Cao 002; Lei Hou 001; Juanzi Li (ICPCSEE (1), 2019)

DSEL: A Domain-Specific Entity Linking System. - Xinru Zhang; Huifang Xu; Yixin Cao 002; Yuanpeng Tan; Lei Hou 001; Juanzi Li; Jiaxin Shi (JIST, 2019)

Event-Oriented Wiki Document Generation. - Fangwei Zhu; Zhengguo Wang; Juanzi Li; Lei Hou 001; Jiaxin Shi; Shining Lv; Ran Shen; Junjun Jiang (JIST, 2019)

Unsupervised Cross-Lingual Sentence Representation Learning via Linguistic Isomorphism. - Shuai Wang 030; Lei Hou 001; Meihan Tong (KSEM (2), 2019)

Domain Adaptive Question Answering over Knowledge Base. - Yulai Yang; Lei Hou 001; Hailong Jin; Peng Zhang 077; Juanzi Li; Yi Huang 017; Min Hu (NLPCC (2), 2019)

XLORE2: Large-scale Cross-lingual Knowledge Graph Construction and Application. - Hailong Jin; Chengjiang Li; Jing Zhang 036; Lei Hou 001; Juanzi Li; Peng Zhang 077 (Data Intell., 2019)

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

Image Enhanced Event Detection in News Articles. - Meihan Tong; Shuai Wang 030; Yixin Cao 002; Bin Xu 001; Juanzi Li; Lei Hou 001; Tat-Seng Chua (AAAI, 2020)

Improving Event Detection via Open-domain Trigger Knowledge. - Meihan Tong; Bin Xu 001; Shuai Wang 030; Yixin Cao 002; Lei Hou 001; Juanzi Li; Jun Xie (ACL, 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)

Sememe Tree Prediction for English-Chinese Word Pairs. - Baoju Liu; Xuejun Shang; Liqing Liu; Yuanpeng Tan; Lei Hou 001; Juanzi Li (CCKS, 2020)

Type-Aware Open Information Extraction via Graph Augmentation Model. - Qinghua Wen; Yunzhe Tian; Xiaohui Zhang; Ruoyun Hu; Jinsong Wang; Lei Hou 001; Juanzi Li (CCKS, 2020)

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. - Xin Lv; Xu Han 007; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Wei Zhang 056; Yichi Zhang; Hao Kong; Suhui Wu (EMNLP (1), 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)

Improving Low-Resource Chinese Event Detection with Multi-task Learning. - Meihan Tong; Bin Xu 001; Shuai Wang 030; Lei Hou 001; Juanzi Li (KSEM (1), 2020)

Reinforcement Learning for Named Entity Recognition from Noisy Data. - Jing Wan; Haoming Li 009; Lei Hou 001; Juanzi Li (NLPCC (1), 2020)

KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base. - Jiaxin Shi; Shulin Cao; Liangming Pan; Yutong Xiang; Lei Hou 001; Juanzi Li; Hanwang Zhang; Bin He (CoRR, 2020)

Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. - Meihan Tong; Shuai Wang 030; Bin Xu 001; Yixin Cao 002; Minghui Liu; Lei Hou 001; Juanzi Li (ACL/IJCNLP (1), 2021)

CLEVE: Contrastive Pre-training for Event Extraction. - Ziqi Wang 003; Xiaozhi Wang; Xu Han 007; Yankai Lin; Lei Hou 001; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Jie Zhou 016 (ACL/IJCNLP (1), 2021)

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)

TWAG: A Topic-Guided Wikipedia Abstract Generator. - Fangwei Zhu; Shangqing Tu; Jiaxin Shi; Juanzi Li; Lei Hou 001; Tong Cui (ACL/IJCNLP (1), 2021)

Iterative Strict Density-Based Clustering for News Stream. - Kaijie Shi 001; Jiaxin Shi; Yu Zhou 030; Lei Hou 001; Juanzi Li (CCIR, 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)

Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability. - Xin Lv; Yixin Cao 002; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Yichi Zhang; Zelin Dai (EMNLP (1), 2021)

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph. - Jiaxin Shi; Shulin Cao; Lei Hou 001; Juanzi Li; Hanwang Zhang (EMNLP (1), 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)

Construction of Multimodal Chinese Tourism Knowledge Graph. - Jiawang Xie; Zhenhao Dong; Qinghua Wen; Hongyin Zhu; Hailong Jin; Lei Hou 001; Juanzi Li (ICPCSEE (2), 2021)

Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space. - Baoju Liu; Lei Hou 001; Xin Lv; Juanzi Li; Jinghui Xiao (NLPCC (1), 2021)

Multi-Grained Dependency Graph Neural Network for Chinese Open Information Extraction. - Zhiheng Lyu; Kaijie Shi 001; Xin Li; Lei Hou 001; Juanzi Li; Binheng Song (PAKDD (3), 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)

Encoding the Meaning Triangle (Object, Entity, and Concept) as the Semantic Foundation for Entity Alignment. - Kaisheng Zeng; Chengjiang Li; Yan Qi; Xin Lv; Lei Hou 001; Guozheng Peng; Juanzi Li; Ling Feng (WISE (1), 2021)

A comprehensive survey of entity alignment for knowledge graphs. - Kaisheng Zeng; Chengjiang Li; Lei Hou 001; Juanzi Li; Ling Feng (AI Open, 2021)

TravelBERT: Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation. - Hongyin Zhu; Hao Peng 015; Zhiheng Lyu; Lei Hou 001; Juanzi Li; Jinghui Xiao (CoRR, 2021)

Program Transfer and Ontology Awareness for Semantic Parsing in KBQA. - Shulin Cao; Jiaxin Shi; Zijun Yao 002; Lei Hou 001; Juanzi Li; Jinghui Xiao (CoRR, 2021)

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; YuSheng Su; Yankai Lin; Ning Ding 002; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (CoRR, 2021)

On Transferability of Prompt Tuning for Natural Language Understanding. - YuSheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Lei Hou 001; Maosong Sun 001; Jie Zhou 016 (CoRR, 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)

KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base. - Shulin Cao; Jiaxin Shi; Liangming Pan; Lunyiu Nie; Yutong Xiang; Lei Hou 001; Juanzi Li; Bin He; Hanwang Zhang (ACL (1), 2022)

How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? - Hailong Jin; Tiansi Dong; Lei Hou 001; Juanzi Li; Hui Chen 018; Zelin Dai; Yincen Qu (ACL (Findings), 2022)

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach. - Xin Lv; Yankai Lin; Yixin Cao 002; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016 (ACL (Findings), 2022)

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset. - Feng Yao; Chaojun Xiao; Xiaozhi Wang; Zhiyuan Liu 001; Lei Hou 001; Cunchao Tu; Juanzi Li; Yun Liu; Weixing Shen; Maosong Sun 001 (ACL (Findings), 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)

Triple-as-Node Knowledge Graph and Its Embeddings. - Xin Lv; Jiaxin Shi; Shulin Cao; Lei Hou 001; Juanzi Li (DASFAA (1), 2022)

SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning. - Yushi Bai; Xin Lv; Juanzi Li; Lei Hou 001; Yincen Qu; Zelin Dai; Feiyu Xiong (EMNLP, 2022)

Dependency Parsing via Sequence Generation. - Boda Lin; Zijun Yao 002; Jiaxin Shi; Shulin Cao; Binghao Tang; Si Li 001; Yong Luo; Juanzi Li; Lei Hou 001 (EMNLP (Findings), 2022)

ParaMac: A General Unsupervised Paraphrase Generation Framework Leveraging Semantic Constraints and Diversifying Mechanisms. - Jinxin Liu 002; Jiaxin Shi; Ji Qi 003; Lei Hou 001; Juanzi Li; Qi Tian (EMNLP (Findings), 2022)

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Jiuding Sun; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (EMNLP, 2022)

COPEN: Probing Conceptual Knowledge in Pre-trained Language Models. - Hao Peng 015; Xiaozhi Wang; Shengding Hu; Hailong Jin; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Qun Liu 001 (EMNLP, 2022)

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction. - Ji Qi 003; Yuxiang Chen; Lei Hou 001; Juanzi Li; Bin Xu 001 (EMNLP (Findings), 2022)

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. - Xiaozhi Wang; Yulin Chen; Ning Ding 002; Hao Peng 015; Zimu Wang; Yankai Lin; Xu Han 007; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Peng Li 030; Jie Zhou 016 (EMNLP, 2022)

Finding Skill Neurons in Pre-trained Transformer-based Language Models. - Xiaozhi Wang; Kaiyue Wen; Zhengyan Zhang; Lei Hou 001; Zhiyuan Liu 001; Juanzi Li (EMNLP, 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)

On Transferability of Prompt Tuning for Natural Language Processing. - Yusheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Huadong Wang; Kaiyue Wen; Zhiyuan Liu 001; Peng Li 030; Juanzi Li; Lei Hou 001; Maosong Sun 001; et al. (NAACL-HLT, 2022)

DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. - Meihan Tong; Bin Xu 001; Shuai Wang 030; Meihuan Han; Yixin Cao 002; Jiangqi Zhu; Siyu Chen; Lei Hou 001; Juanzi Li (NAACL-HLT, 2022)

Multimodal Entity Tagging with Multimodal Knowledge Base. - Hao Peng 015; Hang Li; Lei Hou 001; Juanzi Li; Chao Qiao (CoRR, 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)

Schema-Free Dependency Parsing via Sequence Generation. - Boda Lin; Zijun Yao 002; Jiaxin Shi; Shulin Cao; Binghao Tang; Si Li 001; Yong Luo; Juanzi Li; Lei Hou 001 (CoRR, 2022)

GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation. - Lunyiu Nie; Shulin Cao; Jiaxin Shi; Qi Tian; Lei Hou 001; Juanzi Li; Jidong Zhai (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)

Guiding the PLMs with Semantic Anchors as Intermediate Supervision: Towards Interpretable Semantic Parsing. - Lunyiu Nie; Jiuding Sun; Yanlin Wang 001; Lun Du; Shi Han; Dongmei Zhang 001; Lei Hou 001; Juanzi Li; Jidong Zhai (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)

Step out of KG: Knowledge Graph Completion via Knowledgeable Retrieval and Reading Comprehension. - Xin Lv; Yankai Lin; Zijun Yao 002; Kaisheng Zeng; Jiajie Zhang; Lei Hou 001; Juanzi Li (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)

Entity knowledge transfer-oriented dual-target cross-domain recommendations. - Yakun Li; Qiang Wu 010; Lei Hou 001; Juanzi Li (Expert Syst. Appl., 2022)

Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing. - Lunyiu Nie; Jiuding Sun; Yanlin Wang 001; Lun Du; Shi Han; Dongmei Zhang 001; Lei Hou 001; Juanzi Li; Jidong Zhai (AAAI, 2023)

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)

The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. - Hao Peng 015; Xiaozhi Wang; Feng Yao; Kaisheng Zeng; Lei Hou 001; Juanzi Li; Zhiyuan Liu 001; Weixing Shen (ACL (Findings), 2023)

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. - Jiajie Zhang; Shulin Cao; Tingjian Zhang; Xin Lv; Juanzi Li; Lei Hou 001; Jiaxin Shi; Qi Tian (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)

Construction of Multimodal Dialog System via Knowledge Graph in Travel Domain. - Jing Wan; Minghui Yuan; Zhenhao Dong; Lei Hou 001; Jiawang Xie; Hongyin Zhu; Qinghua Wen (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)

Improving the Consistency of Semantic Parsing in KBQA Through Knowledge Distillation. - Jun Zou; Shulin Cao; Jing Wan; Lei Hou 001; Jianjun Xu (APWeb/WAIM (3), 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)

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. - Shulin Cao; Jiajie Zhang; Jiaxin Shi; Xin Lv; Zijun Yao 002; Qi Tian; Lei Hou 001; Juanzi Li (EMNLP (Findings), 2023)

OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. - Hao Peng 015; Xiaozhi Wang; Feng Yao; Zimu Wang; Chuzhao Zhu; Kaisheng Zeng; Lei Hou 001; Juanzi Li (EMNLP (Demos), 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)

Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization. - Yushi Bai; Xin Lv; Juanzi Li; Lei Hou 001 (ICML, 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)

Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning. - Shulin Cao; Zijun Yao 002; Lei Hou 001; Juanzi Li (Wikidata@ISWC, 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)

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)

When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks. - Hao Peng 015; Xiaozhi Wang; Jianhui Chen; Weikai Li 002; Yunjia Qi; Zimu Wang; Zhili Wu; Kaisheng Zeng; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2023)

Preference-aware Graph Attention Networks for Cross-Domain Recommendations with Collaborative Knowledge Graph. - Yakun Li; Lei Hou 001; Juanzi Li (ACM Trans. Inf. Syst., 2023)

Pre-training language model incorporating domain-specific heterogeneous knowledge into a unified representation. - Hongyin Zhu; Hao Peng 015; Zhiheng Lyu; Lei Hou 001; Juanzi Li; Jinghui Xiao (Expert Syst. Appl., 2023)

HKGCL: Hierarchical graph contrastive learning for multi-domain recommendation over knowledge graph. - Yakun Li; Lei Hou 001; Dongmei Li; Juanzi Li (Expert Syst. Appl., 2023)

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. - Yushi Bai; Xin Lv; Jiajie Zhang; Hongchang Lyu; Jiankai Tang; Zhidian Huang; Zhengxiao Du; Xiao Liu 036; Aohan Zeng; Lei Hou 001; Yuxiao Dong; Jie Tang 001; et al. (ACL (1), 2024)

How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering. - Jinxin Liu 002; Shulin Cao; Jiaxin Shi; Tingjian Zhang; Lunyiu Nie; Linmei Hu; Lei Hou 001; Juanzi Li (ACL (Findings), 2024)

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)

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. - Xiaozhi Wang; Hao Peng 015; Yong Guan; Kaisheng Zeng; Jianhui Chen; Lei Hou 001; Xu Han 007; Yankai Lin; Zhiyuan Liu 001; Ruobing Xie; Jie Zhou 016; Juanzi Li (ACL (1), 2024)

LC4EE: LLMs as Good Corrector for Event Extraction. - Mengna Zhu; Kaisheng Zeng; Jibing Wu; Lihua Liu 002; Hongbin Huang; Lei Hou 001; Juanzi Li (ACL (Findings), 2024)

DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering. - Zhicheng Lee; Zhidian Huang; Zijun Yao 002; Jinxin Liu 002; Amy Xin; Lei Hou 001; Juanzi Li (CIKM, 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)

TacoERE: Cluster-aware Compression for Event Relation Extraction. - Yong Guan; Xiaozhi Wang; Lei Hou 001; Juanzi Li; Jeff Z. Pan; Jiaoyan Chen 001; Freddy Lécué (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)

LongAlign: A Recipe for Long Context Alignment of Large Language Models. - Yushi Bai; Xin Lv; Jiajie Zhang; Yuze He; Ji Qi 003; Lei Hou 001; Jie Tang 001; Yuxiao Dong; Juanzi Li (EMNLP (Findings), 2024)

MAVEN-FACT: A Large-scale Event Factuality Detection Dataset. - Chunyang Li; Hao Peng 015; Xiaozhi Wang; Yunjia Qi; Lei Hou 001; Bin Xu 001; Juanzi Li (EMNLP (Findings), 2024)

DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction. - Minghui Liu; Meihan Tong; Yangda Peng; Lei Hou 001; Juanzi Li; Bin Xu 001 (EMNLP (Findings), 2024)

ADELIE: Aligning Large Language Models on Information Extraction. - Yunjia Qi; Hao Peng 015; Xiaozhi Wang; Bin Xu 001; Lei Hou 001; Juanzi Li (EMNLP, 2024)

MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification. - Kai Sun; Yushi Bai; Ji Qi 003; Lei Hou 001; Juan-Zi Li (EMNLP (Findings), 2024)

KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. - Jiajie Zhang; Shulin Cao; Linmei Hu; Ling Feng; Lei Hou 001; Juanzi Li (EMNLP, 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)

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)

Event GDR: Event-Centric Generative Document Retrieval. - Yong Guan; Dingxiao Liu; Jinchen Ma; Hao Peng 015; Xiaozhi Wang; Lei Hou 001; Ru Li 001 (WWW (Companion Volume), 2024)

Probing Structured Semantics Understanding and Generation of Language Models via Question Answering. - Jinxin Liu 002; Shulin Cao; Jiaxin Shi; Tingjian Zhang; Lei Hou 001; Juanzi Li (CoRR, 2024)

CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations. - Ji Qi 003; Ming Ding 004; Weihan Wang; Yushi Bai; Qingsong Lv; Wenyi Hong; Bin Xu 001; Lei Hou 001; Juanzi Li; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

Event-level Knowledge Editing. - Hao Peng 015; Xiaozhi Wang; Chunyang Li; Kaisheng Zeng; Jiangshan Duo; Yixin Cao 002; Lei Hou 001; Juanzi Li (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)

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)

DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning. - Shangqing Tu; Kejian Zhu; Yushi Bai; Zijun Yao 002; Lei Hou 001; Juanzi Li (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)

Finding Safety Neurons in Large Language Models. - Jianhui Chen; Xiaozhi Wang; Zijun Yao 002; Yushi Bai; Lei Hou 001; Juanzi Li (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)

Aligning Teacher with Student Preferences for Tailored Training Data Generation. - Yantao Liu; Zhao Zhang; Zijun Yao 002; Shulin Cao; Lei Hou 001; Juanzi Li (CoRR, 2024)

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking. - Amy Xin; Yunjia Qi; Zijun Yao 002; Fangwei Zhu; Kaisheng Zeng; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2024)

OpenEP: Open-Ended Future Event Prediction. - Yong Guan; Hao Peng 015; Xiaozhi Wang; Lei Hou 001; Juanzi Li (CoRR, 2024)

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs. - Yushi Bai; Jiajie Zhang; Xin Lv; Linzhi Zheng; Siqi Zhu; Lei Hou 001; Yuxiao Dong; Jie Tang 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)

Constraint Back-translation Improves Complex Instruction Following of Large Language Models. - Yunjia Qi; Hao Peng 015; Xiaozhi Wang; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2024)

AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning. - Amy Xin; Jinxin Liu 002; Zijun Yao 002; Zhicheng Lee; Shulin Cao; Lei Hou 001; Juanzi Li (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)

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; Yusheng Su; Yankai Lin; Ning Ding 002; Jing Yi; Weize Chen; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

A Survey of Knowledge Enhanced Pre-Trained Language Models. - Linmei Hu; Zeyi Liu; Ziwang Zhao; Lei Hou 001; Liqiang Nie; Juanzi Li (IEEE Trans. Knowl. Data Eng., 2024)

Towards Knowledge-Aware and Deep Reinforced Cross-Domain Recommendation Over Collaborative Knowledge Graph. - Yakun Li; Lei Hou 001; Juanzi Li (IEEE Trans. Knowl. Data Eng., 2024)

XLORE 3: A Large-Scale Multilingual Knowledge Graph from Heterogeneous Wiki Knowledge Resources. - Kaisheng Zeng; Hailong Jin; Xin Lv; Fangwei Zhu; Lei Hou 001; Yi Zhang; Fan Pang; Yu Qi; Dingxiao Liu; Juanzi Li; Ling Feng (ACM Trans. Inf. Syst., 2024)

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents. - Mengna Zhu; Kaisheng Zeng; Mao Wang; Kaiming Xiao; Lei Hou 001; Hongbin Huang; Juanzi Li (AAAI, 2025)

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation. - Zijun Yao 002; Weijian Qi; Liangming Pan; Shulin Cao; Linmei Hu; Weichuan Liu; Lei Hou 001; Juanzi Li (ACL (1), 2025)

Pre-training Distillation for Large Language Models: A Design Space Exploration. - Hao Peng 015; Xin Lv; Yushi Bai; Zijun Yao 002; Jiajie Zhang; Lei Hou 001; Juanzi Li (ACL (1), 2025)

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems. - Hao Peng 015; Yunjia Qi; Xiaozhi Wang; Zijun Yao 002; Bin Xu 001; Lei Hou 001; Juanzi Li (ACL (1), 2025)

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks. - Yushi Bai; Shangqing Tu; Jiajie Zhang; Hao Peng 015; Xiaozhi Wang; Xin Lv; Shulin Cao; Jiazheng Xu; Lei Hou 001; Yuxiao Dong; Jie Tang 001; Juanzi Li (ACL (1), 2025)

LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA. - Jiajie Zhang; Yushi Bai; Xin Lv; Wanjun Gu; Danqing Liu; Minhao Zou; Shulin Cao; Lei Hou 001; Yuxiao Dong; Ling Feng; Juanzi Li (ACL (Findings), 2025)

LongReward: Improving Long-context Large Language Models with AI Feedback. - Jiajie Zhang; Zhongni Hou; Xin Lv; Shulin Cao; Zhenyu Hou; Yilin Niu; Lei Hou 001; Yuxiao Dong; Ling Feng; Juanzi Li (ACL (1), 2025)

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis. - Kejian Zhu; Shangqing Tu; Zhuoran Jin; Lei Hou 001; Juanzi Li; Jun Zhao 001 (ACL (1), 2025)

MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction. - Yong Guan; Hao Peng 015; Lei Hou 001; Juanzi Li (COLING, 2025)

LongWriter: Unleashing 10, 000+ Word Generation from Long Context LLMs. - Yushi Bai; Jiajie Zhang; Xin Lv; Linzhi Zheng; Siqi Zhu; Lei Hou 001; Yuxiao Dong; Jie Tang 001; Juanzi Li (ICLR, 2025)

RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style. - Yantao Liu; Zijun Yao 002; Rui Min; Yixin Cao 002; Lei Hou 001; Juanzi Li (ICLR, 2025)

CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning. - Ji Qi 003; Ming Ding 004; Weihan Wang; Yushi Bai; Qingsong Lv; Wenyi Hong; Bin Xu 001; Lei Hou 001; Juanzi Li; Yuxiao Dong; Jie Tang 001 (ICLR, 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 multi teacher knowledge distillation for semantic parsing in KBQA. - Ao Zou; Jun Zou; Shulin Cao; Jiajie Zhang; Jinxin Liu 002; Jing Wan; Lei Hou 001 (Expert Syst. Appl., 2025)

Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament. - Yantao Liu; Zijun Yao 002; Rui Min; Yixin Cao 002; Lei Hou 001; Juanzi Li (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)

Sparse Auto-Encoder Interprets Linguistic Features in Large Language Models. - Yi Jing; Zijun Yao 002; Lingxu Ran; Hongzhu Guo; Xiaozhi Wang; Lei Hou 001; Juanzi Li (CoRR, 2025)

MRCEval: A Comprehensive, Challenging and Accessible Machine Reading Comprehension Benchmark. - Shengkun Ma; Hao Peng 015; Lei Hou 001; Juanzi Li (CoRR, 2025)

ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation. - Zhicheng Lee; Shulin Cao; Jinxin Liu 002; Jiajie Zhang; Weichuan Liu; Xiaoyin Che; Lei Hou 001; Juanzi Li (CoRR, 2025)

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. - Yixin Cao 002; Shibo Hong; Xinze Li; Jiahao Ying; Yubo Ma; Haiyuan Liang; Yantao Liu; Zijun Yao 002; Xiaozhi Wang; Dan Huang; Wenxuan Zhang 001; Lifu Huang; et al. (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)

AdaptThink: Reasoning Models Can Learn When to Think. - Jiajie Zhang; Nianyi Lin; Lei Hou 001; Ling Feng; Juanzi Li (CoRR, 2025)

AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios. - Yunjia Qi; Hao Peng 015; Xiaozhi Wang; Amy Xin; Youfeng Liu; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2025)

Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models. - Kai Sun; Yushi Bai; Zhen Yang 034; Jiajie Zhang; Ji Qi 003; Lei Hou 001; Juanzi Li (CoRR, 2025)

Are Reasoning Models More Prone to Hallucination? - Zijun Yao 002; Yantao Liu; Yanxu Chen; Jianhui Chen; Junfeng Fang; Lei Hou 001; Juanzi Li; Tat-Seng Chua (CoRR, 2025)

How does Transformer Learn Implicit Reasoning? - Jiaran Ye; Zijun Yao 002; Zhidian Huang; Liangming Pan; Jinxin Liu 002; Yushi Bai; Amy Xin; Weichuan Liu; Xiaoyin Che; Lei Hou 001; Juanzi Li (CoRR, 2025)

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following. - Hao Peng 015; Yunjia Qi; Xiaozhi Wang; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2025)

StoryWriter: A Multi-Agent Framework for Long Story Generation. - Haotian Xia; Hao Peng 015; Yunjia Qi; Xiaozhi Wang; Bin Xu 001; Lei Hou 001; Juanzi Li (CoRR, 2025)