Yang Gao

According to our database, Yang Gao authored at least 86 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How Far Are We? Systematic Evaluation of LLMs vs. Human Experts in Mathematical Contest in Modeling.

Yuhang Liu, Heyan Huang, Yizhe Yang, Hongyan Zhao, Zhizhuo Zeng, Yang Gao

CoRR, April, 2026

Fundamental Capabilities and Applications of Large Language Models: A Survey.

Jiawei Li, Yang Gao, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Ren Bowen, Chong Feng, Heyan Huang

ACM Comput. Surv., January, 2026

Dynamic token halting for efficient abstractive summarization with importance-aware regularization.

Heyan Huang, Yu Bai, Yang Gao, Minpeng Liao

Knowl. Based Syst., 2026

Fusing generation task data to enhance generalization of LLMs in zero-shot relational triplet extraction.

Xingpeng Si, Yuhao Ye, Yu-Ming Shang, Mengyuan Cao, Yu Bai, Jiawei Li, Yang Gao

Expert Syst. Appl., 2026

Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners.

Heyan Huang, Yizhe Yang, Huashan Sun, Jiawei Li, Yang Gao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Identifying and Analyzing Performance-Critical Tokens in Large Language Models.

Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Entropy-Guided Reasoning Compression.

Hourun Zhu, Yang Gao, Wenlong Fei, Jiawei Li, Huashan Sun

CoRR, November, 2025

EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios.

Bin Xu, Yu Bai, Huashan Sun, Yiguan Lin, Siming Liu, Xinyue Liang, Yaolin Li, Yang Gao, Heyan Huang

CoRR, May, 2025

DRMSpell: dynamically reweighting multimodality for Chinese spelling correction.

Yinghao Li, Heyan Huang, Baojun Wang, Yang Gao

Frontiers Inf. Technol. Electron. Eng., March, 2025

Extrapolation Merging: Keep Improving With Extrapolation and Merging.

Yiguan Lin, Bin Xu, Yinghao Li, Yang Gao

CoRR, March, 2025

Enhancing consistency with the fusion of paralleled decoders for text generation.

Yaolin Li, Heyan Huang, Yu Bai, Yang Gao

Inf. Fusion, 2025

SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation.

Bin Xu, Yiguan Lin, Yinghao Li, Yang Gao

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Unveiling and Addressing Pseudo Forgetting in Large Language Models.

Huashan Sun, Yizhe Yang, Yinghao Li, Jiawei Li, Yang Gao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization.

Jiancheng Du, Yang Gao

IEEE Trans. Knowl. Data Eng., March, 2024

Latent representation discretization for unsupervised text style generation.

Yang Gao, Qianhui Liu, Yizhe Yang, Ke Wang

Inf. Process. Manag., March, 2024

Imaging multiple magnetized anomalies by geomagnetic monitoring.

Rongliang Chen, Youjun Deng, Yang Gao, Jingzhi Li, Hongyu Liu

J. Comput. Phys., February, 2024

Building knowledge-grounded dialogue systems with graph-based semantic modelling.

Yizhe Yang, Heyan Huang, Yang Gao, Jiawei Li

Knowl. Based Syst., 2024

RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation.

Xiaofeng Zhou, Heyan Huang, Zewen Chi, Mucheng Ren, Yang Gao

Inf. Process. Manag., 2024

METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth.

Jiawei Li, Xiaoang Xu, Yang Gao

CoRR, 2024

Reviving Dormant Memories: Investigating Catastrophic Forgetting in Language Models through Rationale-Guidance Difficulty.

Huashan Sun, Yang Gao

CoRR, 2024

PSPO*: An Effective Process-supervised Policy Optimization for Reasoning Alignment.

Jiawei Li, Xinyue Liang, Yizhe Yang, Chong Feng, Yang Gao

CoRR, 2024

Analyzing Task-Encoding Tokens in Large Language Models.

Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung

CoRR, 2024

MindLLM: Lightweight large language model pre-training, evaluation and domain application.

Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Yang Gao, Heyan Huang

AI Open, 2024

Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding.

Xinyue Liang, Jiawei Li, Yizhe Yang, Yang Gao

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer.

Huashan Sun, Yixiao Wu, Yizhe Yang, Yinghao Li, Jiawei Li, Yuhao Ye, Yang Gao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment.

Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling.

Yu Bai, Xiyuan Zou, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie C. K. Cheung

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey.

Jiawei Li, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Ren Bowen, Chong Feng, Yang Gao, Heyan Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Word Matters: What Influences Domain Adaptation in Summarization?

Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Query focused summarization via relevance distillation.

Ye Yue, Yuanli Li, Jiaao Zhan, Yang Gao

Neural Comput. Appl., August, 2023

TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification.

Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang

IEEE Trans. Neural Networks Learn. Syst., 2023

Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue.

Yizhe Yang, Heyan Huang, Yihang Liu, Yang Gao

CoRR, 2023

MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications.

Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao

CoRR, 2023

Locating multiple magnetized anomalies by geomagnetic monitoring.

Rongliang Chen, Youjun Deng, Yang Gao, Jingzhi Li, Hongyu Liu

CoRR, 2023

DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder.

Jiaao Zhan, Qian Chen, Boxing Chen, Wen Wang, Yu Bai, Yang Gao

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue.

Yizhe Yang, Heyan Huang, Yuhang Liu, Yang Gao

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Unsupervised Style Transfer in News Headlines via Discrete Style Space.

Qianhui Liu, Yang Gao, Yizhe Yang

Proceedings of the Chinese Computational Linguistics - 22nd China National Conference, 2023

Ask to Understand: Question Generation for Multi-hop Question Answering.

Jiawei Li, Mucheng Ren, Yang Gao, Yizhe Yang

Proceedings of the Chinese Computational Linguistics - 22nd China National Conference, 2023

TemplateGEC: Improving Grammatical Error Correction with Detection Template.

Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Interpretable modular knowledge reasoning for machine reading comprehension.

Mucheng Ren, Heyan Huang, Yang Gao

Neural Comput. Appl., 2022

Improving neural topic modeling via Sinkhorn divergence.

Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang

Inf. Process. Manag., 2022

G²: Enhance Knowledge Grounded Dialogue via Ground Graph.

Yizhe Yang, Yang Gao, Jiawei Li, Heyan Huang

CoRR, 2022

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization.

Xiaochen Liu, Yu Bai, Jiawei Li, Yinan Hu, Yang Gao

CoRR, 2022

Non-autoregressive Translation with Dependency-Aware Decoder.

Jiaao Zhan, Qian Chen, Boxing Chen, Wen Wang, Yu Bai, Yang Gao

CoRR, 2022

TCM-SD: A Large Dataset for Syndrome Differentiation in Traditional Chinese Medicine.

Mucheng Ren, Heyan Huang, Yuxiang Zhou, Yuan Bu, Yang Gao

CoRR, 2022

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate.

Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion.

Jiaao Zhan, Yang Gao, Yu Bai, Qianhui Liu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Prototype-Based Few-Shot Named Entity Recognition.

Jian Cao, Yang Gao, Heyan Huang

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization.

Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen

Proceedings of the 29th International Conference on Computational Linguistics, 2022

TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing.

Mucheng Ren, Heyan Huang, Yuxiang Zhou, Qianwen Cao, Yuan Bu, Yang Gao

Proceedings of the Chinese Computational Linguistics - 21st China National Conference, 2022

2021

A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion.

Qian Liu, Heyan Huang, Junyu Xuan, Guangquan Zhang, Yang Gao, Jie Lu

IEEE Trans. Fuzzy Syst., 2021

Extracting salient features from convolutional discriminative filters.

Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang

Inf. Sci., 2021

SKR-QA: Semantic ranking and knowledge revise for multi-choice question answering.

Mucheng Ren, Heyan Huang, Yang Gao

Neurocomputing, 2021

Bridging the Gap: Cross-Lingual Summarization with Compression Rate.

Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen

CoRR, 2021

Query-focused Abstractive Summarization via Question-answering Model.

Jiancheng Du, Yang Gao

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

To be Closer: Learning to Link up Aspects with Opinions.

Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Prediction or Comparison: Toward Interpretable Qualitative Reasoning.

Mucheng Ren, Heyan Huang, Yang Gao

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Cross-Lingual Abstractive Summarization with Limited Parallel Resources.

Yu Bai, Yang Gao, Heyan Huang

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Exploring Explainable Selection to Control Abstractive Summarization.

Haonan Wang, Yang Gao, Yu Bai, Mirella Lapata, Heyan Huang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Jointly Learning Topics in Sentence Embedding for Document Summarization.

Yang Gao, Yue Xu, Heyan Huang, Qian Liu, Linjing Wei, Luyang Liu

IEEE Trans. Knowl. Data Eng., 2020

A Discriminative Convolutional Neural Network with Context-aware Attention.

Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang, Xiaochi Wei

ACM Trans. Intell. Syst. Technol., 2020

Neural abstractive summarization fusing by global generative topics.

Yang Gao, Yang Wang, Luyang Liu, Yi-Di Guo, Heyan Huang

Neural Comput. Appl., 2020

2019

An input information enhanced model for relation extraction.

Ming Lei, Heyan Huang, Chong Feng, Yang Gao, Chao Su

Neural Comput. Appl., 2019

Mapping sentences to concept transferred space for semantic textual similarity.

Heyan Huang, Hao Wu, Xiaochi Wei, Yang Gao, Shumin Shi

Knowl. Inf. Syst., 2019

Neural Variational Correlated Topic Modeling.

Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei

Proceedings of the World Wide Web Conference, 2019

Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension.

Mucheng Ren, Heyan Huang, Ran Wei, Hongyu Liu, Yu Bai, Yang Wang, Yang Gao

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Concept Pointer Network for Abstractive Summarization.

Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Sharing Pre-trained BERT Decoder for a Hybrid Summarization.

Ran Wei, Heyan Huang, Yang Gao

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

2018

Extending Embedding Representation by Incorporating Latent Relations.

Yang Gao, Wenbo Wang, Liu Qian, Heyan Huang, Yuefeng Li

IEEE Access, 2018

Task-oriented Word Embedding for Text Classification.

Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence.

Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model.

Yang Gao, Yuefeng Li, Raymond Y. K. Lau, Yue Xu, Md. Abul Bashar

ACM Trans. Intell. Syst. Technol., 2017

Conceptual annotation of text patterns.

Md. Abul Bashar, Yuefeng Li, Yan Shen, Yang Gao, Wei Huang

Comput. Intell., 2017

Topical Sentence Embedding for Query Focused Document Summarization.

Yang Gao, Linjing Wei, Heyan Huang, Qian Liu

Proceedings of the IJCAI Workshop on Semantic Machine Learning (SML 2017) co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

Enhanced word embedding similarity measures using fuzzy rules for query expansion.

Qian Liu, Heyan Huang, Jie Lu, Yang Gao, Guangquan Zhang

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Leveraging Pattern Associations for Word Embedding Models.

Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng

Proceedings of the Database Systems for Advanced Applications, 2017

Conceptual Multi-layer Neural Network Model for Headline Generation.

Yi-Di Guo, Heyan Huang, Yang Gao, Chi Lu

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017

Aligning Gaussian-Topic with Embedding Network for Summarization Ranking.

Linjing Wei, Heyan Huang, Yang Gao, Xiaochi Wei, Chong Feng

Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016

A Framework for Automatic Personalised Ontology Learning.

Md. Abul Bashar, Yuefeng Li, Yang Gao

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

2015

Pattern-based Topics for Document Modelling in Information Filtering.

Yang Gao, Yue Xu, Yuefeng Li

IEEE Trans. Knowl. Data Eng., 2015

Mining Topical Relevant Patterns for Multi-document Summarization.

Yutong Wu, Yang Gao, Yuefeng Li, Yue Xu, Meihua Chen

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

2014

A topic based document relevance ranking model.

Yang Gao, Yue Xu, Yuefeng Li

Proceedings of the 23rd International World Wide Web Conference, 2014

Topical Pattern Based Document Modelling and Relevance Ranking.

Yang Gao, Yue Xu, Yuefeng Li

Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Pattern-based Topic Modelling for Query Expansion.

Yang Gao, Yue Xu, Yuefeng Li

Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

2013

A Two-Stage Approach for Generating Topic Models.

Yang Gao, Yue Xu, Yuefeng Li, Bin Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Pattern-Based Topic Models for Information Filtering.

Yang Gao, Yue Xu, Yuefeng Li

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013