Yang Gao

94 papers A* 10B 4Misc 1Journal 51Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fundamental Capabilities and Applications of Large Language Models: A Survey.
ACM Comput. Surv.
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
2026 J jnl
Fusing generation task data to enhance generalization of LLMs in zero-shot relational triplet extraction.
Expert Syst. Appl.
Xingpeng Si, Yuhao Ye, Yu-Ming Shang, Mengyuan Cao, Yu Bai, Jiawei Li, Yang Gao
2026 A* conf
Identifying and Analyzing Performance-Critical Tokens in Large Language Models.
AAAI
Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung
2026 A* conf
Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners.
AAAI
Heyan Huang, Yizhe Yang, Huashan Sun, Jiawei Li, Yang Gao
2025 J jnl
DRMSpell: dynamically reweighting multimodality for Chinese spelling correction.
Frontiers Inf. Technol. Electron. Eng.
Yinghao Li, Heyan Huang, Baojun Wang, Yang Gao
2025 J jnl
EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios.
CoRR
Bin Xu, Yu Bai, Huashan Sun, Yiguan Lin, Siming Liu, Xinyue Liang, Yaolin Li, Yang Gao, Heyan Huang
2025 J jnl
Enhancing consistency with the fusion of paralleled decoders for text generation.
Inf. Fusion
Yaolin Li, Heyan Huang, Yu Bai, Yang Gao
2025 J jnl
Entropy-Guided Reasoning Compression.
CoRR
Hourun Zhu, Yang Gao, Wenlong Fei, Jiawei Li, Huashan Sun
2025 J jnl
Extrapolation Merging: Keep Improving With Extrapolation and Merging.
CoRR
Yiguan Lin, Bin Xu, Yinghao Li, Yang Gao
2025 A* conf
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation.
IJCAI
Bin Xu, Yiguan Lin, Yinghao Li, Yang Gao
2025 — conf
Unveiling and Addressing Pseudo Forgetting in Large Language Models.
ACL (Findings)
Huashan Sun, Yizhe Yang, Yinghao Li, Jiawei Li, Yang Gao
2024 J jnl
Analyzing Task-Encoding Tokens in Large Language Models.
CoRR
Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung
2024 — conf
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding.
SemEval@NAACL
Xinyue Liang, Jiawei Li, Yizhe Yang, Yang Gao
2024 J jnl
Building knowledge-grounded dialogue systems with graph-based semantic modelling.
Knowl. Based Syst.
Yizhe Yang, Heyan Huang, Yang Gao, Jiawei Li
2024 A* conf
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling.
EMNLP
Yu Bai, Xiyuan Zou, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie C. K. Cheung
2024 J jnl
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling.
CoRR
Yu Bai, Xiyuan Zou, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung
2024 J jnl
Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization.
IEEE Trans. Knowl. Data Eng.
Jiancheng Du, Yang Gao
2024 — conf
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey.
ACL (1)
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
2024 — conf
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment.
EMNLP (Findings)
Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao
2024 J jnl
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment.
CoRR
Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao
2024 J jnl
Imaging multiple magnetized anomalies by geomagnetic monitoring.
J. Comput. Phys.
Rongliang Chen, Youjun Deng, Yang Gao, Jingzhi Li, Hongyu Liu
2024 J jnl
Latent representation discretization for unsupervised text style generation.
Inf. Process. Manag.
Yang Gao, Qianhui Liu, Yizhe Yang, Ke Wang
2024 J jnl
METEOR: Evolutionary Journey of Large Language Models from Guidance to Self-Growth.
CoRR
Jiawei Li, Xiaoang Xu, Yang Gao
2024 J jnl
MindLLM: Lightweight large language model pre-training, evaluation and domain application.
AI Open
Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Yang Gao, Heyan Huang
2024 J jnl
PSPO*: An Effective Process-supervised Policy Optimization for Reasoning Alignment.
CoRR
Jiawei Li, Xinyue Liang, Yizhe Yang, Chong Feng, Yang Gao
2024 — conf
PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer.
EMNLP (Findings)
Huashan Sun, Yixiao Wu, Yizhe Yang, Yinghao Li, Jiawei Li, Yuhao Ye, Yang Gao
2024 J jnl
RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation.
Inf. Process. Manag.
Xiaofeng Zhou, Heyan Huang, Zewen Chi, Mucheng Ren, Yang Gao
2024 J jnl
Reviving Dormant Memories: Investigating Catastrophic Forgetting in Language Models through Rationale-Guidance Difficulty.
CoRR
Huashan Sun, Yang Gao
2024 J jnl
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation.
CoRR
Bin Xu, Yiguan Lin, Yinghao Li, Yang Gao
2024 — conf
Word Matters: What Influences Domain Adaptation in Summarization?
ACL (1)
Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao
2024 J jnl
Word Matters: What Influences Domain Adaptation in Summarization?
CoRR
Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao
2023 — conf
Ask to Understand: Question Generation for Multi-hop Question Answering.
CCL
Jiawei Li, Mucheng Ren, Yang Gao, Yizhe Yang
2023 — conf
DePA: Improving Non-autoregressive Translation with Dependency-Aware Decoder.
IWSLT@ACL
Jiaao Zhan, Qian Chen, Boxing Chen, Wen Wang, Yu Bai, Yang Gao
2023 A* conf
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue.
EMNLP
Yizhe Yang, Heyan Huang, Yuhang Liu, Yang Gao
2023 J jnl
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue.
CoRR
Yizhe Yang, Heyan Huang, Yihang Liu, Yang Gao
2023 J jnl
Locating multiple magnetized anomalies by geomagnetic monitoring.
CoRR
Rongliang Chen, Youjun Deng, Yang Gao, Jingzhi Li, Hongyu Liu
2023 J jnl
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications.
CoRR
Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao
2023 J jnl
PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer.
CoRR
Huashan Sun, Yixiao Wu, Yuhao Ye, Yizhe Yang, Yinghao Li, Jiawei Li, Yang Gao
2023 J jnl
Query focused summarization via relevance distillation.
Neural Comput. Appl.
Ye Yue, Yuanli Li, Jiaao Zhan, Yang Gao
2023 — conf
TemplateGEC: Improving Grammatical Error Correction with Detection Template.
ACL (1)
Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang
2023 J jnl
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang
2023 — conf
Unsupervised Style Transfer in News Headlines via Discrete Style Space.
CCL
Qianhui Liu, Yang Gao, Yizhe Yang
2022 — conf
A Prototype-Based Few-Shot Named Entity Recognition.
ICCAI
Jian Cao, Yang Gao, Heyan Huang
2022 J jnl
Ask to Understand: Question Generation for Multi-hop Question Answering.
CoRR
Jiawei Li, Mucheng Ren, Yang Gao, Yizhe Yang
2022 J jnl
G
CoRR
Yizhe Yang, Yang Gao, Jiawei Li, Heyan Huang
2022 J jnl
Improving neural topic modeling via Sinkhorn divergence.
Inf. Process. Manag.
Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang
2022 J jnl
Interpretable modular knowledge reasoning for machine reading comprehension.
Neural Comput. Appl.
Mucheng Ren, Heyan Huang, Yang Gao
2022 J jnl
Non-autoregressive Translation with Dependency-Aware Decoder.
CoRR
Jiaao Zhan, Qian Chen, Boxing Chen, Wen Wang, Yu Bai, Yang Gao
2022 B conf
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization.
COLING
Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen
2022 J jnl
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization.
CoRR
Xiaochen Liu, Yu Bai, Jiawei Li, Yinan Hu, Yang Gao
2022 A* conf
Stage-wise Stylistic Headline Generation: Style Generation and Summarized Content Insertion.
IJCAI
Jiaao Zhan, Yang Gao, Yu Bai, Qianhui Liu
2022 — conf
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing.
CCL
Mucheng Ren, Heyan Huang, Yuxiang Zhou, Qianwen Cao, Yuan Bu, Yang Gao
2022 J jnl
TCM-SD: A Large Dataset for Syndrome Differentiation in Traditional Chinese Medicine.
CoRR
Mucheng Ren, Heyan Huang, Yuxiang Zhou, Yuan Bu, Yang Gao
2022 A* conf
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate.
SIGIR
Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen
2021 J jnl
A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion.
IEEE Trans. Fuzzy Syst.
Qian Liu, Heyan Huang, Junyu Xuan, Guangquan Zhang, Yang Gao, Jie Lu
2021 J jnl
Bridging the Gap: Cross-Lingual Summarization with Compression Rate.
CoRR
Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen
2021 — conf
Cross-Lingual Abstractive Summarization with Limited Parallel Resources.
ACL/IJCNLP (1)
Yu Bai, Yang Gao, Heyan Huang
2021 J jnl
Cross-Lingual Abstractive Summarization with Limited Parallel Resources.
CoRR
Yu Bai, Yang Gao, Heyan Huang
2021 A* conf
Exploring Explainable Selection to Control Abstractive Summarization.
AAAI
Haonan Wang, Yang Gao, Yu Bai, Mirella Lapata, Heyan Huang
2021 J jnl
Extracting salient features from convolutional discriminative filters.
Inf. Sci.
Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang
2021 — conf
Prediction or Comparison: Toward Interpretable Qualitative Reasoning.
ACL/IJCNLP (Findings)
Mucheng Ren, Heyan Huang, Yang Gao
2021 J jnl
Prediction or Comparison: Toward Interpretable Qualitative Reasoning.
CoRR
Mucheng Ren, Heyan Huang, Yang Gao
2021 — conf
Query-focused Abstractive Summarization via Question-answering Model.
ICBK
Jiancheng Du, Yang Gao
2021 J jnl
SKR-QA: Semantic ranking and knowledge revise for multi-choice question answering.
Neurocomputing
Mucheng Ren, Heyan Huang, Yang Gao
2021 — conf
To be Closer: Learning to Link up Aspects with Opinions.
EMNLP (1)
Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu
2021 J jnl
To be Closer: Learning to Link up Aspects with Opinions.
CoRR
Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu
2020 J jnl
A Discriminative Convolutional Neural Network with Context-aware Attention.
ACM Trans. Intell. Syst. Technol.
Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang, Xiaochi Wei
2020 J jnl
Jointly Learning Topics in Sentence Embedding for Document Summarization.
IEEE Trans. Knowl. Data Eng.
Yang Gao, Yue Xu, Heyan Huang, Qian Liu, Linjing Wei, Luyang Liu
2020 J jnl
Neural abstractive summarization fusing by global generative topics.
Neural Comput. Appl.
Yang Gao, Yang Wang, Luyang Liu, Yi-Di Guo, Heyan Huang
2019 J jnl
An input information enhanced model for relation extraction.
Neural Comput. Appl.
Ming Lei, Heyan Huang, Chong Feng, Yang Gao, Chao Su
2019 — conf
Concept Pointer Network for Abstractive Summarization.
EMNLP/IJCNLP (1)
Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou
2019 J jnl
Concept Pointer Network for Abstractive Summarization.
CoRR
Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou
2019 J jnl
Mapping sentences to concept transferred space for semantic textual similarity.
Knowl. Inf. Syst.
Heyan Huang, Hao Wu, Xiaochi Wei, Yang Gao, Shumin Shi
2019 — conf
Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension.
NLPCC (2)
Mucheng Ren, Heyan Huang, Ran Wei, Hongyu Liu, Yu Bai, Yang Wang, Yang Gao
2019 A* conf
Neural Variational Correlated Topic Modeling.
WWW
Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei
2019 — conf
Sharing Pre-trained BERT Decoder for a Hybrid Summarization.
CCL
Ran Wei, Heyan Huang, Yang Gao
2018 J jnl
Extending Embedding Representation by Incorporating Latent Relations.
IEEE Access
Yang Gao, Wenbo Wang, Liu Qian, Heyan Huang, Yuefeng Li
2018 A* conf
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence.
AAAI
Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu
2018 B conf
Task-oriented Word Embedding for Text Classification.
COLING
Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu
2017 — conf
Aligning Gaussian-Topic with Embedding Network for Summarization Ranking.
APWeb/WAIM (1)
Linjing Wei, Heyan Huang, Yang Gao, Xiaochi Wei, Chong Feng
2017 — conf
Conceptual Multi-layer Neural Network Model for Headline Generation.
CCL
Yi-Di Guo, Heyan Huang, Yang Gao, Chi Lu
2017 J jnl
Conceptual annotation of text patterns.
Comput. Intell.
Md. Abul Bashar, Yuefeng Li, Yan Shen, Yang Gao, Wei Huang
2017 B conf
Enhanced word embedding similarity measures using fuzzy rules for query expansion.
FUZZ-IEEE
Qian Liu, Heyan Huang, Jie Lu, Yang Gao, Guangquan Zhang
2017 J jnl
Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model.
ACM Trans. Intell. Syst. Technol.
Yang Gao, Yuefeng Li, Raymond Y. K. Lau, Yue Xu, Md. Abul Bashar
2017 — conf
Leveraging Pattern Associations for Word Embedding Models.
DASFAA (1)
Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng
2017 — conf
Topical Sentence Embedding for Query Focused Document Summarization.
SML@IJCAI
Yang Gao, Linjing Wei, Heyan Huang, Qian Liu
2016 B conf
A Framework for Automatic Personalised Ontology Learning.
WI
Md. Abul Bashar, Yuefeng Li, Yang Gao
2015 — conf
Mining Topical Relevant Patterns for Multi-document Summarization.
WI-IAT (3)
Yutong Wu, Yang Gao, Yuefeng Li, Yue Xu, Meihua Chen
2015 J jnl
Pattern-based Topics for Document Modelling in Information Filtering.
IEEE Trans. Knowl. Data Eng.
Yang Gao, Yue Xu, Yuefeng Li
2014 — conf
A topic based document relevance ranking model.
WWW (Companion Volume)
Yang Gao, Yue Xu, Yuefeng Li
2014 Misc conf
Pattern-based Topic Modelling for Query Expansion.
AusDM
Yang Gao, Yue Xu, Yuefeng Li
2014 — conf
Topical Pattern Based Document Modelling and Relevance Ranking.
WISE (1)
Yang Gao, Yue Xu, Yuefeng Li
2013 — conf
A Two-Stage Approach for Generating Topic Models.
PAKDD (2)
Yang Gao, Yue Xu, Yuefeng Li, Bin Liu
2013 — conf
Pattern-Based Topic Models for Information Filtering.
ICDM Workshops
Yang Gao, Yue Xu, Yuefeng Li