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ORCIDHeyan Huang
- > Home > Persons > Heyan Huang
Publications
- 2025
[j114]Yaolin Li
, Heyan Huang, Yu Bai, Yang Gao:
Enhancing consistency with the fusion of paralleled decoders for text generation. Inf. Fusion 114: 102652 (2025)- 2024
- [j113]Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Yang Gao, Heyan Huang:
MindLLM: Lightweight large language model pre-training, evaluation and domain application. AI Open 5: 1-26 (2024) - [j107]Xiaofeng Zhou, Heyan Huang, Zewen Chi, Mucheng Ren, Yang Gao:
RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation. Inf. Process. Manag. 61(4): 103740 (2024) - [j103]Yizhe Yang, Heyan Huang, Yang Gao, Jiawei Li:
Building knowledge-grounded dialogue systems with graph-based semantic modelling. Knowl. Based Syst. 298: 111943 (2024) - [c204]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:
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey. ACL (1) 2024: 11116-11141 - [c203]Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao:
Word Matters: What Influences Domain Adaptation in Summarization? ACL (1) 2024: 13236-13249 - [i86]Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung:
Analyzing Task-Encoding Tokens in Large Language Models. CoRR abs/2401.11323 (2024) - [i77]Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao:
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment. CoRR abs/2406.11474 (2024) - [i76]Yu Bai, Xiyuan Zou, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung:
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling. CoRR abs/2406.12018 (2024) - [i73]Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao:
Word Matters: What Influences Domain Adaptation in Summarization? CoRR abs/2406.14828 (2024) - 2023
- [j78]Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang:
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification. IEEE Trans. Neural Networks Learn. Syst. 34(1): 380-393 (2023) - [c191]Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang:
TemplateGEC: Improving Grammatical Error Correction with Detection Template. ACL (1) 2023: 6878-6892 - [c185]Yizhe Yang, Heyan Huang, Yuhang Liu, Yang Gao:
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. EMNLP 2023: 15846-15858 - [i67]Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao:
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications. CoRR abs/2310.15777 (2023) - [i64]Yizhe Yang, Heyan Huang, Yihang Liu, Yang Gao:
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. CoRR abs/2312.07868 (2023) - 2022
- [j70]Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang:
Improving neural topic modeling via Sinkhorn divergence. Inf. Process. Manag. 59(3): 102864 (2022) - [j66]Mucheng Ren, Heyan Huang, Yang Gao:
Interpretable modular knowledge reasoning for machine reading comprehension. Neural Comput. Appl. 34(12): 9901-9918 (2022) - [c166]Mucheng Ren, Heyan Huang, Yuxiang Zhou, Qianwen Cao, Yuan Bu, Yang Gao:
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing. CCL 2022: 247-263 - [c163]Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen:
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization. COLING 2022: 6355-6368 - [c158]Jian Cao, Yang Gao, Heyan Huang:
A Prototype-Based Few-Shot Named Entity Recognition. ICCAI 2022: 338-343 - [c151]Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen:
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. SIGIR 2022: 1087-1097 - [i61]Mucheng Ren, Heyan Huang, Yuxiang Zhou, Yuan Bu, Yang Gao:
TCM-SD: A Large Dataset for Syndrome Differentiation in Traditional Chinese Medicine. CoRR abs/2203.10839 (2022) - [i58]Yizhe Yang, Yang Gao, Jiawei Li, Heyan Huang:
G2: Enhance Knowledge Grounded Dialogue via Ground Graph. CoRR abs/2204.12681 (2022) - 2021
- [j54]Mucheng Ren, Heyan Huang, Yang Gao:
SKR-QA: Semantic ranking and knowledge revise for multi-choice question answering. Neurocomputing 459: 142-151 (2021) - [j50]Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang:
Extracting salient features from convolutional discriminative filters. Inf. Sci. 558: 265-279 (2021) - [j43]Qian Liu, Heyan Huang, Junyu Xuan, Guangquan Zhang, Yang Gao, Jie Lu:
A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion. IEEE Trans. Fuzzy Syst. 29(8): 2132-2144 (2021) - [c149]Haonan Wang, Yang Gao, Yu Bai, Mirella Lapata, Heyan Huang:
Exploring Explainable Selection to Control Abstractive Summarization. AAAI 2021: 13933-13941 - [c146]Mucheng Ren, Heyan Huang, Yang Gao:
Prediction or Comparison: Toward Interpretable Qualitative Reasoning. ACL/IJCNLP (Findings) 2021: 664-675 - [c141]Yu Bai, Yang Gao, Heyan Huang:
Cross-Lingual Abstractive Summarization with Limited Parallel Resources. ACL/IJCNLP (1) 2021: 6910-6924 - [i41]Yu Bai, Yang Gao, Heyan Huang:
Cross-Lingual Abstractive Summarization with Limited Parallel Resources. CoRR abs/2105.13648 (2021) - [i40]Mucheng Ren, Heyan Huang, Yang Gao:
Prediction or Comparison: Toward Interpretable Qualitative Reasoning. CoRR abs/2106.02399 (2021) - [i36]Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen:
Bridging the Gap: Cross-Lingual Summarization with Compression Rate. CoRR abs/2110.07936 (2021) - 2020
- [j35]Yang Gao, Yang Wang, Luyang Liu, Yi-Di Guo, Heyan Huang:
Neural abstractive summarization fusing by global generative topics. Neural Comput. Appl. 32(9): 5049-5058 (2020) - [j33]Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang, Xiaochi Wei:
A Discriminative Convolutional Neural Network with Context-aware Attention. ACM Trans. Intell. Syst. Technol. 11(5): 57:1-57:21 (2020) - [j32]Yang Gao, Yue Xu, Heyan Huang, Qian Liu, Linjing Wei, Luyang Liu:
Jointly Learning Topics in Sentence Embedding for Document Summarization. IEEE Trans. Knowl. Data Eng. 32(4): 688-699 (2020) - 2019
- [j28]Heyan Huang, Hao Wu, Xiaochi Wei, Yang Gao, Shumin Shi:
Mapping sentences to concept transferred space for semantic textual similarity. Knowl. Inf. Syst. 60(3): 1353-1376 (2019) - [j27]Ming Lei, Heyan Huang, Chong Feng, Yang Gao, Chao Su:
An input information enhanced model for relation extraction. Neural Comput. Appl. 31(12): 9113-9126 (2019) - [c106]Ran Wei, Heyan Huang, Yang Gao:
Sharing Pre-trained BERT Decoder for a Hybrid Summarization. CCL 2019: 169-180 - [c102]Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou:
Concept Pointer Network for Abstractive Summarization. EMNLP/IJCNLP (1) 2019: 3074-3083 - [c97]Mucheng Ren, Heyan Huang, Ran Wei, Hongyu Liu, Yu Bai, Yang Wang, Yang Gao:
Multiple Perspective Answer Reranking for Multi-passage Reading Comprehension. NLPCC (2) 2019: 736-747 - [c94]Luyang Liu, Heyan Huang, Yang Gao, Yongfeng Zhang, Xiaochi Wei:
Neural Variational Correlated Topic Modeling. WWW 2019: 1142-1152 - [i11]Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou:
Concept Pointer Network for Abstractive Summarization. CoRR abs/1910.08486 (2019) - 2018
- [j25]Yang Gao, Wenbo Wang, Liu Qian, Heyan Huang, Yuefeng Li:
Extending Embedding Representation by Incorporating Latent Relations. IEEE Access 6: 52682-52690 (2018) - [c93]Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu:
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence. AAAI 2018: 5261-5268 - [c89]Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Yuxin Tian, Luyang Liu:
Task-oriented Word Embedding for Text Classification. COLING 2018: 2023-2032 - 2017
- [c82]Linjing Wei, Heyan Huang, Yang Gao, Xiaochi Wei, Chong Feng:
Aligning Gaussian-Topic with Embedding Network for Summarization Ranking. APWeb/WAIM (1) 2017: 610-625 - [c80]Yi-Di Guo, Heyan Huang, Yang Gao, Chi Lu:
Conceptual Multi-layer Neural Network Model for Headline Generation. CCL 2017: 355-367 - [c77]Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng:
Leveraging Pattern Associations for Word Embedding Models. DASFAA (1) 2017: 423-438 - [c76]Qian Liu, Heyan Huang, Jie Lu, Yang Gao, Guangquan Zhang:
Enhanced word embedding similarity measures using fuzzy rules for query expansion. FUZZ-IEEE 2017: 1-6 - [c72]Yang Gao, Linjing Wei, Heyan Huang, Qian Liu:
Topical Sentence Embedding for Query Focused Document Summarization. SML@IJCAI 2017: 21-26
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last updated on 2024-09-25 00:43 CEST by the dblp team
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