Shizhu He

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 114

Top Venues

Publications

Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Kang Liu, Shengping Liu, Jun Zhao
Imagination Augmented Generation: Learning to Imagine Richer Context for Question Answering over Large Language Models. CoRR (2024)
Xiang Li, Shizhu He, Jiayu Wu, Zhao Yang, Yao Xu, Yang jun Jun, Haifeng Liu, Kang Liu, Jun Zhao
MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts. LREC/COLING (2024)
Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao
Unsupervised Learning of Neural Semantic Mappings with the Hungarian Algorithm for Compositional Semantics. ICASSP (2024)
Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints. CoRR (2024)
Wangtao Sun, Shizhu He, Jun Zhao, Kang Liu
From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs. CoRR (2024)
Runxin Sun, Shizhu He, Jun Zhao, Kang Liu
Towards Better Quantity Representations for Solving Math Word Problems. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (7) (2024)
Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model. NAACL-HLT (2024)
Jie Liu, Yaguang Li, Shizhu He, Shun Wu, Kang Liu, Shenping Liu, Jiong Wang, Qing Zhang
Seq2Set2Seq: A Two-stage Disentangled Method for Reply Keyword Generation in Social Media. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (3) (2024)
Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Haifeng Liu, Yang jun Jun, Jun Zhao
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. LREC/COLING (2024)
Wangtao Sun, Chenxiang Zhang, Xueyou Zhang, Ziyang Huang, Haotian Xu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu
Beyond Instruction Following: Evaluating Rule Following of Large Language Models. CoRR (2024)
Yuhong He, Yongqi Zhang, Shizhu He, Jun Wan
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation. CoRR (2024)
Yuhong He, Yongqi Zhang, Shizhu He, Jun Wan
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation. LREC/COLING (2024)
Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu
ItD: Large Language Models Can Teach Themselves Induction through Deduction. ACL (1) (2024)
Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao
Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model. CoRR (2024)
Tongxu Luo, Jiahe Lei, Fangyu Lei, Weihao Liu, Shizhu He, Jun Zhao, Kang Liu
MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models. CoRR (2024)
Yixuan Weng, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao
ControlLM: Crafting Diverse Personalities for Language Models. CoRR (2024)
Xiang Li, Shizhu He, Fangyu Lei, JunYang JunYang, Tianhuang Su, Kang Liu, Jun Zhao
Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering. ACL (Findings) (2024)
Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu
ItD: Large Language Models Can Teach Themselves Induction through Deduction. CoRR (2024)
Yao Xu, Shizhu He, Jiabei Chen, Zihao Wang, Yangqiu Song, Hanghang Tong, Kang Liu, Jun Zhao
Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering. CoRR (2024)
Huanxuan Liao, Yao Xu, Shizhu He, Yuanzhe Zhang, Yanchao Hao, Shengping Liu, Kang Liu, Jun Zhao
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions. CoRR (2024)
Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks. ICLR (2024)
Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao
On the Effects of Structural Modeling for Neural Semantic Parsing. CoNLL (2023)
Guirong Bai, Qingbin Liu, Shizhu He, Kang Liu, Jun Zhao
Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision. J. Comput. Sci. Technol. 38 (6) (2023)
Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao
Large Language Models are Better Reasoners with Self-Verification. EMNLP (Findings) (2023)
Xiang Li, Fangyu Lei, Shizhu He, Kang Liu, Jun Zhao
Multi-Target Semantic Parsing with Collaborative Deliberation Network. IJCNLP (Findings) (2023)
Yixuan Weng, Bin Li, Fei Xia, Minjun Zhu, Bin Sun, Shizhu He, Kang Liu, Jun Zhao
Large Language Models Need Holistically Thought in Medical Conversational QA. CoRR (2023)
Yao Xu, Shizhu He, Li Cai, Kang Liu, Jun Zhao
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network. ACL (Findings) (2023)
Fangyu Lei, Tongxu Luo, Pengqi Yang, Weihao Liu, Hanwen Liu, Jiahe Lei, Yiming Huang, Yifan Wei, Shizhu He, Jun Zhao, Kang Liu
TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering. CoRR (2023)
Weihao Liu, Fangyu Lei, Tongxu Luo, Jiahe Lei, Shizhu He, Jun Zhao, Kang Liu
MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images. CoRR (2023)
Yao Xu, Shizhu He, Cunguang Wang, Li Cai, Kang Liu, Jun Zhao
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs. EMNLP (Findings) (2023)
Yinyu Lan, Shizhu He, Kang Liu, Jun Zhao
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules. CoRR (2023)
Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models. CoRR (2023)
Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints. ACL (Findings) (2023)
Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. CoRR (2023)
Yao Xu, Shizhu He, Cunguang Wang, Li Cai, Kang Liu, Jun Zhao
Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs. CoRR (2023)
Qianren Mao, Shaobo Zhao, Jiarui Li, Xiaolei Gu, Shizhu He, Bo Li, Jianxin Li
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders. CoRR (2023)
Fangyu Lei, Xiang Li, Yifan Wei, Shizhu He, Yiming Huang, Jun Zhao, Kang Liu
HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering. CoRR (2023)
Yixuan Weng, Zhiqi Wang, Huanxuan Liao, Shizhu He, Shengping Liu, Kang Liu, Jun Zhao
LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models. CoRR (2023)
Wangtao Sun, Xuanqing Yu, Shizhu He, Jun Zhao, Kang Liu
ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook. EMNLP (Findings) (2023)
Tongxu Luo, Fangyu Lei, Jiahe Lei, Weihao Liu, Shizhu He, Jun Zhao, Kang Liu
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering. CoRR (2023)
Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. ACL (Findings) (2023)
Minjun Zhu, Yixuan Weng, Shizhu He, Cunguang Wang, Kang Liu, Li Cai, Jun Zhao
Learning to Build Reasoning Chains by Reliable Path Retrieval. ICASSP (2023)
Wangtao Sun, Xuanqing Yu, Shizhu He, Jun Zhao, Kang Liu
ExpNote: Black-box Large Language Models are Better Task Solvers with Experience Notebook. CoRR (2023)
Fangyu Lei, Xiang Li, Yifan Wei, Shizhu He, Yiming Huang, Jun Zhao, Kang Liu
S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering. ACL (2) (2023)
Qingbin Liu, Shizhu He, Cao Liu, Kang Liu, Jun Zhao
Unsupervised Dialogue State Tracking for End-to-End Task-Oriented Dialogue with a Multi-Span Prediction Network. J. Comput. Sci. Technol. 38 (4) (2023)
Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Kang Liu, Jun Zhao
Neural Comprehension: Language Models with Compiled Neural Networks. CoRR (2023)
Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao
Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model. EACL (2023)
Qianren Mao, Shaobo Zhao, Jiarui Li, Xiaolei Gu, Shizhu He, Bo Li, Jianxin Li
Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders. EMNLP (Findings) (2023)
Zhiyuan Fan, Shizhu He
Efficient Data Learning for Open Information Extraction with Pre-trained Language Models. EMNLP (Findings) (2023)
Tianyu Wu, Shizhu He, Jingping Liu, Siqi Sun, Kang Liu, Qing-Long Han, Yang Tang
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development. IEEE CAA J. Autom. Sinica 10 (5) (2023)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
Bidirectional Sentence Ordering with Interactive Decoding. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (1) (2023)
Zhiyuan Fan, Shizhu He
Efficient Data Learning for Open Information Extraction with Pre-trained Language Models. CoRR (2023)
Yixuan Weng, Fei Xia, Bin Li, Xiusheng Huang, Shizhu He
ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. SDU@AAAI (2022)
Runxin Sun, Shizhu He, Chong Zhu, Yaohan He, Jinlong Li, Jun Zhao, Kang Liu
Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing. ACL (2) (2022)
Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Bin Sun, Shutao Li, Kang Liu, Jun Zhao
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer. SemEval@NAACL (2022)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
Example-guided stylized response generation in zero-shot setting. Sci. China Inf. Sci. 65 (4) (2022)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
Using Pre-trained Language Model to Enhance Active Learning for Sentence Matching. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (2) (2022)
Fei Xia, Bin Li, Yixuan Weng, Xiusheng Huang, Shizhu He
ANACONDA: Adversarial training with iNtrust loss in ACrONym DisambiguAtion. SDU@AAAI (2022)
Bin Li, Yixuan Weng, Fei Xia, Shizhu He, Bin Sun, Shutao Li
LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary. SemEval@NAACL (2022)
Qianren Mao, Jianxin Li, Hao Peng, Shizhu He, Lihong Wang, Philip S. Yu, Zheng Wang
Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains. CoRR (2022)
Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder. CoRR (2022)
Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao
MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs. EMNLP (Demos) (2022)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
Incremental Intent Detection for Medical Domain with Contrast Replay Networks. ACL (Findings) (2022)
Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao
Learning to Answer Complex Visual Questions from Multi-View Analysis. CCKS (Evaluation Track) (2022)
Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs. CoRR (2022)
Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts. COLING (2022)
Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder. COLING (2022)
Yixuan Weng, Minjun Zhu, Shizhu He, Kang Liu, Jun Zhao
Large Language Models are reasoners with Self-Verification. CoRR (2022)
Xiaoyan Yu, Qingbin Liu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao, Yongbin Zhou
Multi-strategy Knowledge Distillation Based Teacher-Student Framework for Machine Reading Comprehension. CCL (2021)
Yixuan Weng, Fei Xia, Bin Li, Xiusheng Huang, Shizhu He, Kang Liu, Jun Zhao
ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. CoRR (2021)
Qingbin Liu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao
A Unified Shared-Private Network with Denoising for Dialogue State Tracking. J. Comput. Sci. Technol. 36 (6) (2021)
Qingbin Liu, Xiaoyan Yu, Shizhu He, Kang Liu, Jun Zhao
Lifelong Intent Detection via Multi-Strategy Rebalancing. CoRR (2021)
Qingbin Liu, Pengfei Cao, Cao Liu, Jiansong Chen, Xunliang Cai, Fan Yang, Shizhu He, Kang Liu, Jun Zhao
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks. EMNLP (1) (2021)
Yinyu Lan, Shizhu He, Xiangrong Zeng, Shengping Liu, Kang Liu, Jun Zhao
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion. CoRR (2021)
Qingbin Liu, Guirong Bai, Shizhu He, Cao Liu, Kang Liu, Jun Zhao
Heterogeneous Relational Graph Neural Networks with Adaptive Objective for End-to-End Task-Oriented Dialogue. Knowl. Based Syst. 227 (2021)
Fei Xia, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao
Toward a Better Text Data Augmentation via Filtering and Transforming Augmented Instances. CCKS (2021)
Fei Xia, Yixuan Weng, Maojin Xia, Qiang Yu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao
Does BERT Know Which Answer Beyond the Question? CCKS (Evaluation Track) (2021)
Yinyu Lan, Shizhu He, Kang Liu, Xiangrong Zeng, Shengping Liu, Jun Zhao
Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion. BMC Medical Informatics Decis. Mak. (9) (2021)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao, Zaiqing Nie
Pre-trained Language Model Based Active Learning for Sentence Matching. COLING (2020)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao, Zaiqing Nie
Pre-trained Language Model Based Active Learning for Sentence Matching. CoRR (2020)
Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao
AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing. ACL (1) (2019)
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. EMNLP/IJCNLP (1) (2019)
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots. CoNLL (2019)
Shizhu He, Kang Liu, Weiting An
Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks. AAAI (2019)
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots. CoRR (2019)
Xiangrong Zeng, Shizhu He, Daojian Zeng, Kang Liu, Shengping Liu, Jun Zhao
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning. EMNLP/IJCNLP (1) (2019)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
Utterance Alignment in Custom Service by Integer Programming. CCL (2019)
Cao Liu, Shizhu He, Kang Liu, Jun Zhao
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation. ACL (1) (2019)
Qingbin Liu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking. CoRR (2019)
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao
Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. CoRR (2019)
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao
Variational Attention for Commonsense Knowledge Aware Conversation Generation. NLPCC (1) (2019)
Qingbin Liu, Shizhu He, Kang Liu, Shengping Liu, Jun Zhao
Learning to Detect Verbose Expressions in Spoken Texts. CCL (2018)
Cao Liu, Shizhu He, Kang Liu, Jun Zhao
Curriculum Learning for Natural Answer Generation. IJCAI (2018)
Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao
Large Scaled Relation Extraction With Reinforcement Learning. AAAI (2018)
Yanchao Hao, Hao Liu, Shizhu He, Kang Liu, Jun Zhao
Pattern-revising Enhanced Simple Question Answering over Knowledge Bases. COLING (2018)
Xiangrong Zeng, Daojian Zeng, Shizhu He, Kang Liu, Jun Zhao
Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism. ACL (1) (2018)
Guoliang Ji, Kang Liu, Shizhu He, Jun Zhao
Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions. AAAI (2017)
Shangmin Guo, Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks? EACL (1) (2017)
Cao Liu, Shizhu He, Hang Yang, Kang Liu, Jun Zhao
Unsupervised Joint Entity Linking over Question Answering Pair with Global Knowledge. CCL (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shizhu He