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2025-12-30T03:19:24Z

TechAdmin：/* 在校学生（招生说明） */

== 在校老师 ==
* [[Faculty|English Version]]
* 教师：[https://zhangminsuda.github.io/ 张民]、[[Wenliang|陈文亮]]、[http://hlt.suda.edu.cn/index.php/%E6%AE%B5%E6%B9%98%E7%85%9C 段湘煜]、[https://web.suda.edu.cn/zhli13 李正华]、[http://web.suda.edu.cn/zhouxiabing/ 周夏冰]、龚晨
* 科研助理：[[仇慧敏]]

== 在校学生（[http://hlt.suda.edu.cn/index.php/Stu_candidates 招生说明]）==

* 2019博：贾昊、余南 (2)

* 2020博：刘振华、张建新、[https://yahui19960717.github.io/ 刘亚慧] (4)

* 2021博：[https://spico197.github.io 朱桐](tzhu1997@outlook.com)、[http://cv.hqzhou.com/ 周厚全](Jacob_Zhou@outlook.com)（3）

* 2022博：侯洋、周仕林（2）

* 2023博：谈川源

* 2024博：季佰军

* 2023硕：韩翰、张翔、熊浩、乔子恒、王学彬、张紫岩、陈杰琳、鞠鑫、冯俊皓、曹蕊、李扬韬、杜天译（12）

* 2024硕：韩泰来、潘豪、周昊喆、陈苏金、周志、王康、周梓轩

== 访问学者/学生==
* 访问学者：秦彦霞（东华大学讲师，哈工大博士）
* 访问学生：杨明明（哈工大博士生）

== 毕业学生(毕业第一次工作去向) ==

=== 博士 ===
* 2024毕业博：郁俊杰（苏州城市学院）、梁晓波（苏州大学）

* 2022毕业博：[http://hlt.suda.edu.cn/gongchen/ 龚晨]（苏州大学）、[http://hlt.suda.edu.cn/kiro 夏庆荣]（华为）、[[李英]]（昆明理工大学）、李亚超（西北民族大学）、宋楷（字节跳动）

* 2018毕业博：王星（腾讯AILab）

=== 硕士 ===
* 2024年毕业硕（2022硕）：汤添文（京东）、吴孟松（外校读博）、邵文彪（京东）、辜仰淦、蒋浩辰、刘雨萌、马溪、胡宫朕、姚煜铖、王凯悦、张誉泷、李博、张婉群（13）

* 2024年毕业硕（2021硕）：谈川源（转博）、任俊飞（美团）、余子健（美团）、项健翔（B站）、刘资蕴（百度）、崔秀莲、窦晨晖（公务员）、黄赛豪（得物）、严福康（小米）、张磊（科沃斯）、章岳（字节）、周烁、张竹君、董川奇、周文杰、缪思睿、杨帆、王泽、高晓倩（19）

* 2023年毕业硕（2020硕）：张智林（美团）、张国梁（OPPO）、陈跃鹤（蚂蚁）、张飞宇（百度）、周沛（南京银行）、侯洋（转博）、周仕林（转博）、李嘉诚（中国移动研究院西安）、李帅克（创业）、李扬（中国移动研究院苏州）、刘泽洋（公务员）、张金鹏、金畅、肖妮妮、段仁翀、张冕(出国读博）、丁家杰（17）

* 2022毕业硕：贾永辉（字节）、[https://spico197.github.io/ 朱桐]（转博）、刘振华（转博）、杨浩苹（思必驰）、周厚全（转博）、周明月、贾浩（腾讯）、章华奥（同花顺）、王煦（智慧芽）、吴世龙、邱石贵（百度）、张世奇（VIVO）、陈楠（工行）、陈晨（美团）、李子仪（交行）（16）

* 2021毕业硕：方晔玮（百度）、王海涛（华为）、马进（美团）、张鹏举（腾讯）、王铭涛（苏大）、蒋炜（华为）、刘亚慧（苏大转博）、陆凯华（上海银行）、吴锟（百度）、张宇（苏大转博）、季佰军（腾讯）、史小静（搜狗）、宁秋怡（联通）、肖康(网易)（14）

* 2020毕业硕：张栋（同花顺）、杨一帆（思必驰）、朱宗奎（华为）、周俊佐（阿里巴巴）、郁圣卫、黄德朋（小红书）、彭雪（移动苏州）、章波（阿里巴巴）、谭敏（华为）、周孝青（OPPO）、殷明明（搜狗）、俞鸿飞（美团） (13)

* 2019毕业硕：何正球（美团）、杨耀晟（阿里巴巴）、郭丽娟（狗尾草）、孙佳伟（苏州微软）、朱运（搜狗）、汪琪（深圳招商银行总行）、王坤（杭州搜狗研究院）、龚晨（苏大读博）、夏庆荣（苏大读博） (9)

* 2018毕业硕：陈伟（爱奇艺）、凡子威（搜狗）、卢奇（美团）、张月（阿里巴巴） (4)

* 2017毕业硕：巢佳媛（阿里巴巴）、陈志鹏（百度公司）、龚慧敏（同程公司）、郁俊杰（苏大读博）(4)

* 2016毕业硕：马春平（阿里巴巴）

LA-paper-report-talk-etc

2025-10-13T09:31:29Z

TechAdmin：/* Conference Papers in English */

请大家按照规则不断完善此页面。包含pdf ppt codes等。论文按年度，先中文、再英文；先期刊、再会议；先录用时间、后发表（开会）时间。尽量用英文吧。

文献格式和内容与内部wiki保持一致（尽量避免重复劳动）
* pdf ppt等附件都可以放到外网可以访问的地方，放一个地方，避免重复
* 基金号等信息，这个页面上删掉，不要写

== bib and abstract ==

[http://hlt.suda.edu.cn/index.php/LA-paper-report-talk-bib bib]

摘要和基金信息请看内部wiki

== Talks（报告） ==

* '''视频尽可能都放在了哔哩哔哩上了（搜用户名：LAGroup）'''
* 李正华2025年4月19日受邀做报告：句法分析研究进展和思考
* 李正华2024年11月24日受南师大李斌老师邀请做报告：大模型时代如何做研究：一些思考（文本纠错任务上的大模型相关工作，作为例子）
* 李正华2023年4月8日受北语杨天麟老师邀请做报告：大模型时代句法语义研究何去何从
* 李正华2022年11月29日受复旦邱锡鹏老师邀请做报告：基于适配句法知识的文本纠错
* 李正华2022年11月11日受邀对COLING2022 Best Paper做英文报告
* 2022.8.27：江苏省人工智能大会（报告题目：汉语文本纠错近年进展：数据集和模型）
* 2021.7.27：《数据标注师资培训》(哈工大大数据集团)
** [http://hlt.suda.edu.cn/LA/videos/2021-07-26-1+X数据标注师资培训.mp4 培训视频] [https://mp.weixin.qq.com/s/T2HS90jrHs-ly8aCbwj-Eg 数据标注师资培训介绍]

* 2021.4.20：《基于树形条件随机场的句法分析》(CCF-NLP走进高校-西湖大学)
** [http://hlt.suda.edu.cn/LA/videos/2021-04-20%2015-28-23.mp4 talk video] [http://hlt.suda.edu.cn/LA/ppt/视频对应-基于treecrf的句法分析-2021-04-20-13-55.pdf ppt(视频对应版)] [http://hlt.suda.edu.cn/LA/ppt/修改错误-基于treecrf的句法分析-2021-04-20-17-45.pdf ppt(修正版)]

* 2021.3：《人工智能与脑机接口》慕课（15章）[https://hikeweb.zhihuishu.com/studyResource/index?courseId=10431947 .]
** [http://hlt.suda.edu.cn/LA/videos/15-1_nlp.mp4 NLP基础介绍]
** [http://hlt.suda.edu.cn/LA/videos/15-2_labelling.mp4 数据标注简介]　　

* 2020.10：《神经网络》慕课 - 面向自然语言处理的神经网络（13章）
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.1.mp4 第1节：从离散特征到连续稠密向量表示]
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.2.mp4 第2节：表示学习]
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.3.mp4 第3节：序列标注问题]
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.4.mp4 第4节：句法树解析问题]

* 2020.8.15: I have given a talk on data annotation at AI+EDUCATION SUB-FORUM at AI-EXPO (2020 GLOBAL AI PRODUCT AND APPLICATION EXPO)
** [http://hlt.suda.edu.cn/~zhli/20200816_AI_data_annotating.mp4 talk video]
** [https://www.ai-expo.org.cn/?content/416= AI+教育发展分论坛-全球人工智能产品应用博览会]

* 2019年9月28日句法标注培训（LA组介绍）：
** [http://hlt.suda.edu.cn/~zhli/2019-9-train/LAGroup.mp4 mp4视频] [http://hlt.suda.edu.cn/~zhli/2019-9-train/zhenghua-2019-9-28-LAGroup.pdf pdf]

== Competition or Shared Tasks ==

* 刘亚慧、乔子恒、李正华、龚晨、张民. 2025.8. CCL-2025 第三届汉语框架语义解析评测, 二等奖 [https://tianchi.aliyun.com/competition/entrance/532338/rankingList 比赛榜单]，[http://cips-cl.org/static/CCL2025/cclEval/taskResults/index.html 评测结果]

* 周厚全，乔子恒，蒋浩辰，刘雨萌. 金山办公2024算法挑战赛-中文文本智能校对大赛，第一名，一等奖

* 刘亚慧、龚晨、张民. 2024.8. CCL-2024 第二届汉语框架语义解析（开放赛道）, 一等奖 [https://aclanthology.org/2024.ccl-3.3.pdf 官方评测报告.pdf] ， [https://tianchi.aliyun.com/competition/entrance/532179/rankingList 比赛榜单]

* 王学彬, 李正华. 2024.5. 第一届古汉语断句标点评测（EvaHan2024）评测，二等奖*（COLING-2024 workshop）

* 辜仰淦，周仕林，李正华. 2023年8月. CCL中文抽象语义表示解析评测（一等奖）[https://aclanthology.org/2023.ccl-3.5 官网评测报告]

* 蒋浩辰，刘雨萌，周厚全，乔子恒，章波，李辰，李正华，张民. CCL汉语学习者文本纠错评测（封闭、开放双赛道第一）. 2023年8月. [https://aclanthology.org/2023.ccl-3.25.pdf S&A-CCL2023评测报告.pdf]
** [http://cuge.baai.ac.cn/#/ccl/2023/cltc 比赛榜单]

* 刘亚慧，李正华，张民. CCL汉语框架语义解析评测(三等奖). 2023年8月. [https://aclanthology.org/2023.ccl-3.9.pdf 官网评测报告.pdf]， [https://tianchi.aliyun.com/competition/entrance/532083/rankingList 比赛榜单]

* 2022.12法研杯第一名 CAIL-2022 法律文本纠错

* 我们组织了两届跨领域句法分析评测：CCL-2021和NLPCC-2019

* 李嘉诚，沈嘉钰，包祖贻，章波，章岳，李辰，李正华. S&A团队CGED-7评测报告（识别，定位，纠正层第一）. 2021年12月. [[文件:S&A团队CGED-7评测报告.pdf]]
** [http://nlg.cipsc.org.cn/evaluation.html 比赛主页] [https://zhuanlan.zhihu.com/p/444117518 知乎总结]

* 章岳，包祖贻，章波，李辰，李嘉诚，李正华. S&A队CTC2021评测报告（检错、纠错、总分三赛道第一）. 2021年9月.[[文件:S&A-CTC2021评测报告.pdf]]
** [https://2021aichina.caai.cn/track?id=5 比赛主页] [https://github.com/destwang/CTC2021 github榜单]

== Awards ==
* 2024. 第三届全国大模型智能生成大会（CIPS-LMG 2024）优秀海报奖（EMNLP-2024论文）
* 2023. CCF-NLPCC“青年新锐学者” （Young Outstanding Scientist Award）
* 2022. SudaNLP团队张宇同学的硕士论文《基于树形条件随机场的高阶句法分析》被评选为2022年度江苏省优秀学术型硕士学位论文 [http://hlt.suda.edu.cn/index.php/Zhangyu-jiangsu-outstanding-paper wechat-sudanlp-news]
* 2022. Coling '''best paper'''
* 2021. 章波，江苏省优秀学术型硕士论文；同时获江苏省计算机学会优秀硕士论文《面向依存句法的树库转化与应用研究》
* 2020. NLPCC best paper

== 同学必须深入学习的东西 ==

[http://hlt.suda.edu.cn/index.php/LA-to-sudy-list LAGroup 同学必须深入学习的东西] 慢慢完善

== 2025 ==

=== Journal/Conference Papers in Chinese ===

* [期刊发表后更新下] 严福康, 章岳, 李正华*. 2023. 基于网络词典的现代汉语词义消歧数据集构建. 第二十二届中国计算语言学大会.[[文件:基于网络词典的现代汉语词义消歧数据集构建_CCL_严福康.pdf]]

* [期刊发表后更新下] 杨浩苹, 夏庆荣, 李正华*, 王睿. 基于GCN的异构句法驱动汉语语义角色标注. 计算机应用与软件. [2022年录用] [还未正式发表知网上找不到，期号卷号未知.] '''以后不投这个期刊了'''. [[文件:基于GCN的异构句法驱动汉语语义角色标注.pdf]]

=== Conference Papers in English ===

* Yahui Liu, Zhenghua Li, Chen Gong*, Shilin Zhou，Min Zhang. Annotation error detection in painstakingly annotated data: Part-of-speech tagging as a case study. Expert Systems With Applications (ESWA), 2025,290:128374. [https://www.sciencedirect.com/science/article/pii/S0957417425019931 official]
* Houquan Zhou, Bo Zhang, Zhenghua Li, Ming Yan, and Min Zhang. 2025. A Training-free LLM-based Approach to General Chinese Character Error Correction. In Proceedings of ACL, pages 13827–13852, Vienna, Austria. Association for Computational Linguistics. [https://aclanthology.org/2025.acl-long.678.pdf official]
* Ziheng Qiao, Houquan Zhou, Zhenghua Li*. Mixture of Small and Large Models for Chinese Spelling Check. ACL, pages 28298–28311, Vienna, Austria. [https://aclanthology.org/2025.acl-long.1372.pdf acl-anthology]
* Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li*, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check. ACL, pages 28312–28324, Vienna, Austria. [https://aclanthology.org/2025.acl-long.1373.pdf acl-anthology]
* Yang Hou, Zhenghua Li*. Dynamic Head Selection for Neural Lexicalized Constituency Parsing. In Proceedings of ACL 2025, pages 16141–16155, Vienna, Austria. [https://aclanthology.org/2025.acl-long.786.pdf acl-anthology]
* Yang Hou, Zhenghua Li*. Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing. In Findings of ACL 2025, pages 10701–10713, Vienna, Austria. [https://aclanthology.org/2025.findings-acl.557.pdf acl-anthology]
* Ziyan Zhang, Yang Hou, Chen Gong, Zhenghua Li. Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization. [[文件:Data_Augmentation_for_Cross-domain_Parsing_via_Lightweight_LLM_Generation_and_Tree_Hybridization.pdf]]. COLING. 19 January, 2025. Abu Dhabi, UAE.
* Xuebin Wang, Lei Zhang, Zhenghua Li*, Shilin Zhou, Chen Gong, Yang Hou. Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation. [https://arxiv.org/abs/2412.09045 Arxiv]. COLING. 19 January, 2025. Abu Dhabi, UAE.
* Xi Ma, Yang Hou, Xuebin Wang, Zhenghua Li. A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese. [[文件:A_Probabilistic_Toolkit_for_Multi-grained_Word_Segmentation_in_Chinese.pdf]]. COLING Demonstration (demo paper). 19 January, 2025. Abu Dhabi, UAE.

== 2024 ==

=== Journal/Conference Papers in Chinese ===

* 崔秀莲, 严福康, 李正华*. CCKS-2023. 基于实例的词性标注数据错误检测. 2023全国知识图谱与语义计算大会CCKS
** 转发：山西大学学报 2024年4月 47卷2期 47(2)，pp251−259. [[文件:Cxl-山西大学学报-基于实例的词性标注数据错误检测.pdf]]

=== Conference Papers in English ===

* Houquan Zhou, Zhenghua Li*, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang. 2024. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. EMNLP. pp 17446–17467. [https://arxiv.org/abs/2410.04027 arxiv] [https://aclanthology.org/2024.emnlp-main.966.pdf acl-anthology] November 12-16 Miami, Florida (USA)

* Xuebin Wang, Zhenghua Li*. 2024. Two Sequence Labeling Approaches to Sentence Segmentation and Punctuation Prediction for Classic Chinese Texts. [https://aclanthology.org/2024.lt4hala-1.28/ Acl-anthology] the Third Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA) @ LREC-COLING-2024. pages 237–241 25 May, 2024 Torino (Italia) Turin (Italy)

* Yumeng Liu, Zhenghua Li*, Haochen Jiang, Bo Zhang, Chen Li, Ji Zhang. 2024. Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction. Findings of ACL. [https://github.com/ymliucs/MrGEC code][https://aclanthology.org/2024.findings-acl.180 paper]
* Yang Hou and Zhenghua Li*. 2024. Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure. ACL-findings. [[文件:2024.findings-acl.173.pdf]], [[文件:2024.findings-acl.173.slide.pdf]], [[文件:2024.findings-acl.173.poster.pdf]]
* Shilin Zhou, Zhenghua Li, Chen Gong*, Lei Zhang, Yu Hong, Min Zhang. 2024. Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches. Findings of ACL. [[文件:ACL2024_rwcsner.pdf]]，[[文件:Rwcs_poster.pdf]]
* Shilin Zhou, Zhenghua Li*, Yu Hong, Min Zhang, Zhefeng Wang, Baoxing Huai. 2024. CopyNE: Better Contextual ASR by Copying Named Entities. ACL. [[文件:ACL2024_copyne.pdf]]，[[文件:copyne_poster.pdf]] [https://aclanthology.org/2024.acl-long.147.pdf acl-anthology] Bangkok, Thailand 2024.8.11-16 pp. 2675–2686

* Yanggan Gu, Yang Hou, Zhefeng Wang, Xinyu Duan and Zhenghua Li*. 2024. High-order Joint Constituency and Dependency Parsing. COLING. [[文件:2024.lrec-main.713.pdf]]，[[文件:2024.lrec-main.713.poster.pdf]] pages 8144–8154 20-25 May, 2024. Torino (Italia)
* Chenhui Dou, Chen Gong*, Zhenghua Li, Zhefeng Wang, baoxing Huai and Min Zhang. 2024. Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling. COLING.[[文件:2024.lrec-main.765.pdf]]，[[文件:2024.lrec-main.765.poster.pdf]] pages 8732–8742
20-25 May, 2024. Torino (Italia) Turin (Italy)

== 2023 ==

=== Conference Papers in English ===

* Houquan Zhou, Yumeng Liu, Zhenghua Li*, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang. 2023. Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. Findings of '''EMNLP''', pages 7393–7405. [https://arxiv.org/abs/2310.14534 arxiv][https://github.com/Jacob-Zhou/gecdi code][https://www.semanticscholar.org/paper/Improving-Seq2Seq-Grammatical-Error-Correction-via-Zhou-Liu/4711f26c0295fed15161b6145800b3df1ab9c0f6 citation]

* Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi. 2023. RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation. EMNLP 2023.[https://arxiv.org/pdf/2310.07299.pdf arxiv] [https://github.com/hillzhang1999/RobustGEC code] pages 16780–16793; December 6-10, 2023

* Saihao Huang, Lijie Wang, Zhenghua Li*, Zeyang Liu, Chenhui Dou, Fukang Yan, Xinyan Xiao, Hua Wu, and Min Zhang. 2023. SeSQL: A High-Quality Large-Scale Session-Level Chinese Text-to-SQL Dataset. NLPCC 2023, pages 537-550.[[文件:SeSQL_A_High-Quality_Large-Scale_Session-Level_Chinese_Text-to-SQL_Dataset.pdf]] [https://arxiv.org/abs/2208.12711 arxiv]

* Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li*, Chen Li, Fei Huang, Min Zhang. 2023. NaSGEC: Multi-Domain Chinese Grammatical Error Correction for Native Speaker Texts. Findings of ACL 2023. pp 9935-9951. [https://aclanthology.org/2023.findings-acl.630.pdf official] [https://arxiv.org/pdf/2305.16023.pdf arxiv] [https://github.com/HillZhang1999/NaSGEC code]

== 2022 ==

=== Journal/Conference Papers in Chinese ===

* 章岳, 黄赛豪, 陆凯华, 李正华*. 2022年1月. 基于模板的中文上下位关系抽取方法. 计算机应用与软件: 39卷1期 pp126-134. [[文件:Hypernym-zhangyue-2022.pdf]]
* 周仕林, 龚晨*, 李正华, 张民. 基于转移的快速精准的语义依存图分析. 山西大学学报(自然科学版): 45卷4期 pp1-13. [[文件:slzhou_transition_based_sdp.pdf]]
* 李帅克，李英，李正华*，张民. 基于tri-training的跨领域依存句法分析. 厦门大学学报（自然科学版）：61卷4期 pp638-645. [[https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CAPJ&dbname=CAPJLAST&filename=XDZK20220509009&uniplatform=NZKPT&v=flne8EoBUv7LYNkuiwSttcXiOfGBPAB_0VtzLHktpwsjrP5-NEfM9rivUOARi0ae 知网抢先版链接]][[文件:基于tri-training的跨领域依存句法分析李帅克.pdf]]
* 周明月，龚晨，李正华*，张民. 2022.数据标注方法比较研究：以依存句法树标注为例. 清华大学学报（自然科学版）：62卷5期 pp908-916. [[http://jst.tsinghuajournals.com/CN/10.16511/j.cnki.qhdxxb.2022.22.010 电子版]] [[文件:数据标注方法比较研究.pdf | pdf]]
* 彭雪, 李正华*, 张民. 2022. 基于语言模型微调的跨领域依存句法分析. 计算机应用与软件:39卷07期, pp141-146. [[文件:彭雪-基于语言模型微调的跨领域依存句法分析.pdf]]
* 李嘉诚, 沈嘉钰, 龚晨, 李正华*, 张民. 2022. 基于指针网络融入混淆集知识的中文语法纠错中文信息学报:36卷04期,pp29-38. [[文件:基于指针网络融入混淆集知识的中文语法纠错.pdf]]

=== Journal Papers in English ===

* Chen Gong, Zhenghua Li* and Min Zhang. Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30:1624-1636.[https://ieeexplore.ieee.org/document/9750873?source=authoralert official]

=== Conference Papers In English ===

* Yue Zhang, Bo Zhang, Zhenghua Li*, Zuyi Bao, Chen Li, and Min Zhang. 2022. SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser. In '''EMNLP''', pages 2518–2531. [https://arxiv.org/pdf/2210.12484 arxiv][https://aclanthology.org/2022.emnlp-main.162.pdf official pdf][https://underline.io/events/342/sessions/13833/lecture/66146-syngec-syntax-enhanced-grammatical-error-correction-with-a-tailored-gec-oriented-parser video]
* Yu Zhang, Qingrong Xia, Shilin Zhou, Yong Jiang, Guohong Fu*, Min Zhang. 2022. Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments. In '''COLING''', pages 4212–4227. [https://arxiv.org/abs/2110.06865 arxiv] [https://aclanthology.org/2022.coling-1.370/ official pdf] [https://underline.io/events/360/posters/13239/poster/60359-semantic-role-labeling-as-dependency-parsing-exploring-latent-tree-structures-inside-arguments video]
* Shilin Zhou, Qingrong Xia, Zhenghua Li*, Yu Zhang, Yu Hong, and Min Zhang. 2022. Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing. In '''COLING''', pages 4160–4171. [https://arxiv.org/pdf/2112.02970.pdf arxiv] [https://aclanthology.org/2022.coling-1.365/ official pdf] [https://underline.io/events/360/sessions/13099/lecture/60364-fast-and-accurate-end-to-end-span-based-semantic-role-labeling-as-word-based-graph-parsing video] (best paper!)
* Yahui Liu, Haoping Yang, Chen Gong*, Qingrong Xia, Zhenghua Li, Min Zhang. 2022. MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset. In '''NAACL''', pages 1707-1717. [http://arxiv.org/abs/2205.06703 arxiv][https://aclanthology.org/2022.naacl-main.123.pdf official pdf][https://underline.io/events/325/posters/11804/poster/54059-mucpad-a-multi-domain-chinese-predicate-argument-dataset video]
* Yue Zhang, Zhenghua Li*, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang. 2022. MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. In '''NAACL''', pages 3118–3130. [https://arxiv.org/abs/2204.10994 arxiv][https://aclanthology.org/2022.naacl-main.227.pdf official pdf][https://underline.io/events/325/sessions/11391/lecture/53888-mucgec-a-multi-reference-multi-source-evaluation-dataset-for-chinese-grammatical-error-correction video]
* Ying Li, Shuaike Li, Min Zhang. 2022. Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network. In '''ACL 2022'', pages 1035--1045. [https://aclanthology.org/2022.acl-long.74.pdf official-pdf] [http://hlt.suda.edu.cn/index.php/%E6%96%87%E4%BB%B6:Liying_ACL2022_camera_ready.pdf camera ready pdf] [https://underline.io/lecture/52551-long-semi-supervised-domain-adaptation-for-dependency-parsing-with-dynamic-matching-network video].
* Houquan Zhou, Yang Li, Zhenghua Li, and Min Zhang. 2022. Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging. In Findings of the Association for Computational Linguistics: ACL 2022, pages 3276–3290, Dublin, Ireland. Association for Computational Linguistics. [http://hlt.suda.edu.cn/LA/papers/acl-findings-hqzhou-bridging.pdf pdf] [https://arxiv.org/pdf/2203.10315 camera ready pdf] [https://aclanthology.org/2022.findings-acl.259.pdf official pdf] [https://underline.io/lecture/49965-findings-bridging-pre-trained-language-models-and-hand-crafted-features-for-unsupervised-pos-tagging video]

== 2021 ==

=== Journal/Conference Papers in Chinese ===

* 吴锟，周夏冰，李正华，梁兴伟，陈文亮. 中文知识库问答中的路径选择. 中文信息学报（CCKS会议推荐）. 2021, 35(9):113-122.[[文件:中文知识库问答中的路径选择吴锟.pdf]]

=== Conference Papers In English ===
* Yang Hou, Houquan Zhou, Zhenghua Li*, Yu Zhang, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan. A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing. Proceedings of CoNLL-2021, pp. 290–299. Punta Cana, Dominican Republic (Online), 10-11 Nov. 2021. [[文件:CoNLL_2021_yhou_official_version.pdf]]

* Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang. Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-Domain Text-to-SQL Parsing. Proceedings of EMNLP-2021, pp. 8974--8983. Punta Cana, Dominican Republic (Online), 7-11 Nov. 2021. [[文件:EMNLP2021_camera_ready_Data_Augmentation_with_Hierarchical_SQL_to_Question_Generation_forCross_domain_Text_to_SQL_Parsing-09101500.pdf ‎]]

* Qingrong Xia, Zhenghua Li*, Rui Wang, Min Zhang. Stacked AMR Parsing with Silver Data. Proceedings of EMNLP-2021 Findings, pp. 4729--4738. Punta Cana, Dominican Republic (Online), 7-11 Nov. 2021. [[文件:EMNLP_2021_Stacked_AMR_Parsing_with_Silver_Data.pdf]]

* Ying Li, Meishan Zhang, Zhenghua Li*, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan. APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing. Proceedings of EMNLP-2021 Findings, pp. 1727–1733. Punta Cana, Dominican Republic (Online), 7-11 Nov. 2021. [[文件:EMNLP_2021_yli_camera_ready.pdf]]

* Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li*, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan. An In-depth Study on Internal Structure of Chinese Words. Proceedings of ACL-2021, pp. 5823–5833. Online, Virtual Event, 1-6 Aug. 2021. [[文件:2021.acl-long.452.pdf]]

* Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li*, Yue Zhang, Fei Huang, Luo Si, Min Zhang. 2021. A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. Proceedings of NAACL-2021, pp. 1795-1804. Mexico City, Mexico (Online), 6-11 June. 2021. [[文件:2021.naacl-main.144.pdf]]

== 2020 ==

=== Journal Papers in Chinese ===

* 陆凯华, 李正华, 张民. 2020. 汉语上下位关系分类数据集构建和基准方法比较. 厦门大学学报(自然科学版). 2020, 59 (06): 1004-1010 [[文件:汉语上下位关系分类数据集构建和基准方法比较_陆凯华.pdf]]
* 刘亚慧, 杨浩苹, 李正华, 张民. 2020. 一种轻量级的语义角色标注规范. 中文信息学报. 2020, 34(4):10-20 [http://jcip.cipsc.org.cn/CN/Y2020/V34/I4/10 offical.pdf]

=== Journal Papers In English===
* Chen Gong, Zhenghua Li, Qingrong Xia, Wenliang Chen and Min Zhang. Hierarchical LSTM with char-subword-word tree-structure representation for Chinese named entity recognition. Science China Information Science, 2020, 63(10):1-15. [[文件:Hierarchical_LSTM_with_char-subword-word_tree-structure_representation_for_Chinese_named_entity_recognition.pdf]]

=== Conference Papers In English ===

* Ying Li, Zhenghua Li* and Min Zhang. Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations. Proceedings of COLING-2020. pp. 3806–3817. Barcelona, Spain (Online), 8-13 Dec. 2020.[https://www.aclweb.org/anthology/2020.coling-main.338.pdf pdf] [[文件:Liying-2020.coling-main.338.pdf]]

* Qingrong Xia, Rui Wang, Zhenghua Li, Yue Zhang and Min Zhang*. Semantic Role Labeling with Heterogeneous Syntactic Knowledge. Proceedings of COLING-2020. pp. 2979-2990. Barcelona, Spain (Online), 8-13 Dec. 2020. ([https://www.aclweb.org/anthology/2020.coling-main.266.pdf pdf])([[文件:Xiaqingrong-2020.coling-main.266.pdf]])([[文件:Poster-SRL-HDP.pdf]])([[文件:SRL-HDP.pptx]])

* Chen Gong, Zhenghua Li*, Bowei Zou and Min Zhang. Multi-grained Chinese Word Segmentation with Weakly Labeled Data. Proceedings of COLING-2020. pp. 2026–2036. Barcelona, Spain (Online), 8-13 Dec. 2020. [https://www.aclweb.org/anthology/D17-1072.pdf pdf][[文件:Gongchen-2020.coling-main.183.pdf]]

* Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang and Haifeng Wang. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. Proceedings of EMNLP-2020. pp. 6923-6935. Online, 16-20 Nov. 2020. [https://www.aclweb.org/anthology/2020.emnlp-main.562.pdf pdf][[文件:2020.emnlp-main.562.pdf]]

* Houquan Zhou, Yu Zhang, Zhenghua Li, and Min Zhang. Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing? Proceedings of NLPCC-2020, pp. 179--191. Zhengzhou, China, 14 Oct. - 18 Oct. 2020. ([http://hlt.suda.edu.cn/LA/papers/nlpcc-ijpmo.pdf pdf]) ([http://hlt.suda.edu.cn/LA/papers/nlpcc-ijpmo-official.pdf pdf-official]) ([http://hlt.suda.edu.cn/LA/papers/nlpcc-ijpmo-official-w-content.pdf pdf-official-w-content]) (best paper!)

* Yu Zhao, Mingyue Zhou, Zhenghua Li, and Min Zhang. Dependency Parsing with Noisy Multi-Annotation Data. Proceedings of NLPCC-2020, pp. 120-131. Zhengzhou, China, 14 Oct. - 18 Oct. 2020. ([http://hlt.suda.edu.cn/images/e/e5/212_Final_Manuscript_%281%29.pdf pdf]）([http://hlt.suda.edu.cn/LA/papers/nlpcc-yzhao-official.pdf pdf-official]) ([http://hlt.suda.edu.cn/LA/papers/nlpcc-yzhao-official-w-content.pdf pdf-official-w-content])

* Yu Zhang, Houquan Zhou, Zhenghua Li. 2020. Fast and Accurate Neural CRF Constituency Parsing. Proceedings of IJCAI-2020, pp. 4046-4053. Yokohama, Japan, 11-17 Jul. 2020. [https://www.ijcai.org/Proceedings/2020/0560.pdf pdf-official] [http://hlt.suda.edu.cn/LA/papers/0560.pdf pdf] [[http://hlt.suda.edu.cn/LA/videos/V5.mp4 video(5 min version)]] [[http://hlt.suda.edu.cn/LA/videos/V10.mp4 video(10 min version)]] [[http://hlt.suda.edu.cn/LA/videos/V15.mp4 video(15 min version)]]

* Yu Zhang, Zhenghua Li, Min Zhang. 2020. Efficient Second-Order TreeCRF for Neural Dependency Parsing. Proceedings of ACL-2020, pp. 3295-3305. Seattle, America, 5-10 Jul. 2020. [[https://www.aclweb.org/anthology/2020.acl-main.302.pdf pdf-official]] [[http://hlt.suda.edu.cn/LA/papers/2020.acl-main.302.pdf pdf]] [[http://hlt.suda.edu.cn/LA/videos/2020-12-28%2022-21-45.mp4 video]]
** A very good paper: Timothy Dozat, Christopher D. Manning. ICLR-2017. Deep Biaffine Attention for Neural Dependency Parsing. [https://arxiv.org/abs/1611.01734 arxiv]

* Bo Zhang, Yue Zhang, Rui Wang, Zhenghua Li, Min Zhang. Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks. Proceedings of ACL-2020, pp. 3249-3258. Seattle, America, 5-10 Jul. 2020. [https://www.aclweb.org/anthology/2020.acl-main.297.pdf pdf] [[文件:Zhangbo-acl2020-ppt-5-24.pdf]]

== before 2020 ==
* Meishan Zhang, Zhenghua Li, Guohong Fu and Min Zhang. Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. In Proceedings of the NAACL-2019. pp. 1151–1161. Seattle, America, 5-10 Jun. 2019. [https://www.aclweb.org/anthology/N19-1118.pdf pdf]
* Bowen Wu, Jiayuan Chao, Baoxun Wang, Zhenghua Li and Min Zhang. Abstractive Summarization via Continuous Copy. EMNLP-2019 Workshop Summarization Submission. Aug 20, 2019. (not accepted)

[http://hlt.suda.edu.cn/~zhli/en.html 更早的论文，请点击此]

== 202? Template ==
=== Talks and Misc. ===
=== Journal/Conference Papers in Chinese ===
=== Journal Papers In English===
=== Conference Papers In English===

LA-paper-report-talk-etc

2025-10-13T09:30:21Z

TechAdmin：/* Conference Papers in English */

请大家按照规则不断完善此页面。包含pdf ppt codes等。论文按年度，先中文、再英文；先期刊、再会议；先录用时间、后发表（开会）时间。尽量用英文吧。

文献格式和内容与内部wiki保持一致（尽量避免重复劳动）
* pdf ppt等附件都可以放到外网可以访问的地方，放一个地方，避免重复
* 基金号等信息，这个页面上删掉，不要写

== bib and abstract ==

[http://hlt.suda.edu.cn/index.php/LA-paper-report-talk-bib bib]

摘要和基金信息请看内部wiki

== Talks（报告） ==

* '''视频尽可能都放在了哔哩哔哩上了（搜用户名：LAGroup）'''
* 李正华2025年4月19日受邀做报告：句法分析研究进展和思考
* 李正华2024年11月24日受南师大李斌老师邀请做报告：大模型时代如何做研究：一些思考（文本纠错任务上的大模型相关工作，作为例子）
* 李正华2023年4月8日受北语杨天麟老师邀请做报告：大模型时代句法语义研究何去何从
* 李正华2022年11月29日受复旦邱锡鹏老师邀请做报告：基于适配句法知识的文本纠错
* 李正华2022年11月11日受邀对COLING2022 Best Paper做英文报告
* 2022.8.27：江苏省人工智能大会（报告题目：汉语文本纠错近年进展：数据集和模型）
* 2021.7.27：《数据标注师资培训》(哈工大大数据集团)
** [http://hlt.suda.edu.cn/LA/videos/2021-07-26-1+X数据标注师资培训.mp4 培训视频] [https://mp.weixin.qq.com/s/T2HS90jrHs-ly8aCbwj-Eg 数据标注师资培训介绍]

* 2021.4.20：《基于树形条件随机场的句法分析》(CCF-NLP走进高校-西湖大学)
** [http://hlt.suda.edu.cn/LA/videos/2021-04-20%2015-28-23.mp4 talk video] [http://hlt.suda.edu.cn/LA/ppt/视频对应-基于treecrf的句法分析-2021-04-20-13-55.pdf ppt(视频对应版)] [http://hlt.suda.edu.cn/LA/ppt/修改错误-基于treecrf的句法分析-2021-04-20-17-45.pdf ppt(修正版)]

* 2021.3：《人工智能与脑机接口》慕课（15章）[https://hikeweb.zhihuishu.com/studyResource/index?courseId=10431947 .]
** [http://hlt.suda.edu.cn/LA/videos/15-1_nlp.mp4 NLP基础介绍]
** [http://hlt.suda.edu.cn/LA/videos/15-2_labelling.mp4 数据标注简介]　　

* 2020.10：《神经网络》慕课 - 面向自然语言处理的神经网络（13章）
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.1.mp4 第1节：从离散特征到连续稠密向量表示]
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.2.mp4 第2节：表示学习]
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.3.mp4 第3节：序列标注问题]
** [http://hlt.suda.edu.cn/~zhli/NLP-DL/13.4.mp4 第4节：句法树解析问题]

* 2020.8.15: I have given a talk on data annotation at AI+EDUCATION SUB-FORUM at AI-EXPO (2020 GLOBAL AI PRODUCT AND APPLICATION EXPO)
** [http://hlt.suda.edu.cn/~zhli/20200816_AI_data_annotating.mp4 talk video]
** [https://www.ai-expo.org.cn/?content/416= AI+教育发展分论坛-全球人工智能产品应用博览会]

* 2019年9月28日句法标注培训（LA组介绍）：
** [http://hlt.suda.edu.cn/~zhli/2019-9-train/LAGroup.mp4 mp4视频] [http://hlt.suda.edu.cn/~zhli/2019-9-train/zhenghua-2019-9-28-LAGroup.pdf pdf]

== Competition or Shared Tasks ==

* 刘亚慧、乔子恒、李正华、龚晨、张民. 2025.8. CCL-2025 第三届汉语框架语义解析评测, 二等奖 [https://tianchi.aliyun.com/competition/entrance/532338/rankingList 比赛榜单]，[http://cips-cl.org/static/CCL2025/cclEval/taskResults/index.html 评测结果]

* 周厚全，乔子恒，蒋浩辰，刘雨萌. 金山办公2024算法挑战赛-中文文本智能校对大赛，第一名，一等奖

* 刘亚慧、龚晨、张民. 2024.8. CCL-2024 第二届汉语框架语义解析（开放赛道）, 一等奖 [https://aclanthology.org/2024.ccl-3.3.pdf 官方评测报告.pdf] ， [https://tianchi.aliyun.com/competition/entrance/532179/rankingList 比赛榜单]

* 王学彬, 李正华. 2024.5. 第一届古汉语断句标点评测（EvaHan2024）评测，二等奖*（COLING-2024 workshop）

* 辜仰淦，周仕林，李正华. 2023年8月. CCL中文抽象语义表示解析评测（一等奖）[https://aclanthology.org/2023.ccl-3.5 官网评测报告]

* 蒋浩辰，刘雨萌，周厚全，乔子恒，章波，李辰，李正华，张民. CCL汉语学习者文本纠错评测（封闭、开放双赛道第一）. 2023年8月. [https://aclanthology.org/2023.ccl-3.25.pdf S&A-CCL2023评测报告.pdf]
** [http://cuge.baai.ac.cn/#/ccl/2023/cltc 比赛榜单]

* 刘亚慧，李正华，张民. CCL汉语框架语义解析评测(三等奖). 2023年8月. [https://aclanthology.org/2023.ccl-3.9.pdf 官网评测报告.pdf]， [https://tianchi.aliyun.com/competition/entrance/532083/rankingList 比赛榜单]

* 2022.12法研杯第一名 CAIL-2022 法律文本纠错

* 我们组织了两届跨领域句法分析评测：CCL-2021和NLPCC-2019

* 李嘉诚，沈嘉钰，包祖贻，章波，章岳，李辰，李正华. S&A团队CGED-7评测报告（识别，定位，纠正层第一）. 2021年12月. [[文件:S&A团队CGED-7评测报告.pdf]]
** [http://nlg.cipsc.org.cn/evaluation.html 比赛主页] [https://zhuanlan.zhihu.com/p/444117518 知乎总结]

* 章岳，包祖贻，章波，李辰，李嘉诚，李正华. S&A队CTC2021评测报告（检错、纠错、总分三赛道第一）. 2021年9月.[[文件:S&A-CTC2021评测报告.pdf]]
** [https://2021aichina.caai.cn/track?id=5 比赛主页] [https://github.com/destwang/CTC2021 github榜单]

== Awards ==
* 2024. 第三届全国大模型智能生成大会（CIPS-LMG 2024）优秀海报奖（EMNLP-2024论文）
* 2023. CCF-NLPCC“青年新锐学者” （Young Outstanding Scientist Award）
* 2022. SudaNLP团队张宇同学的硕士论文《基于树形条件随机场的高阶句法分析》被评选为2022年度江苏省优秀学术型硕士学位论文 [http://hlt.suda.edu.cn/index.php/Zhangyu-jiangsu-outstanding-paper wechat-sudanlp-news]
* 2022. Coling '''best paper'''
* 2021. 章波，江苏省优秀学术型硕士论文；同时获江苏省计算机学会优秀硕士论文《面向依存句法的树库转化与应用研究》
* 2020. NLPCC best paper

== 同学必须深入学习的东西 ==

[http://hlt.suda.edu.cn/index.php/LA-to-sudy-list LAGroup 同学必须深入学习的东西] 慢慢完善

== 2025 ==

=== Journal/Conference Papers in Chinese ===

* [期刊发表后更新下] 严福康, 章岳, 李正华*. 2023. 基于网络词典的现代汉语词义消歧数据集构建. 第二十二届中国计算语言学大会.[[文件:基于网络词典的现代汉语词义消歧数据集构建_CCL_严福康.pdf]]

* [期刊发表后更新下] 杨浩苹, 夏庆荣, 李正华*, 王睿. 基于GCN的异构句法驱动汉语语义角色标注. 计算机应用与软件. [2022年录用] [还未正式发表知网上找不到，期号卷号未知.] '''以后不投这个期刊了'''. [[文件:基于GCN的异构句法驱动汉语语义角色标注.pdf]]

=== Conference Papers in English ===

* Yahui Liu, Zhenghua Li, Chen Gong*, Shilin Zhou，Min Zhang. Annotation error detection in painstakingly annotated data: Part-of-speech tagging as a case study. Expert Systems With Applications (ESWA), 2025,290:128374. [https://www.sciencedirect.com/science/article/pii/S0957417425019931 official]
* Houquan Zhou, Bo Zhang, Zhenghua Li, Ming Yan, and Min Zhang. 2025. A Training-free LLM-based Approach to General Chinese Character Error Correction. In Proceedings of ACL, pages 13827–13852, Vienna, Austria. Association for Computational Linguistics. [https://aclanthology.org/2025.acl-long.678.pdf]
* Ziheng Qiao, Houquan Zhou, Zhenghua Li*. Mixture of Small and Large Models for Chinese Spelling Check. ACL, pages 28298–28311, Vienna, Austria. [https://aclanthology.org/2025.acl-long.1372.pdf acl-anthology]
* Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li*, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check. ACL, pages 28312–28324, Vienna, Austria. [https://aclanthology.org/2025.acl-long.1373.pdf acl-anthology]
* Yang Hou, Zhenghua Li*. Dynamic Head Selection for Neural Lexicalized Constituency Parsing. In Proceedings of ACL 2025, pages 16141–16155, Vienna, Austria. [https://aclanthology.org/2025.acl-long.786.pdf acl-anthology]
* Yang Hou, Zhenghua Li*. Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing. In Findings of ACL 2025, pages 10701–10713, Vienna, Austria. [https://aclanthology.org/2025.findings-acl.557.pdf acl-anthology]
* Ziyan Zhang, Yang Hou, Chen Gong, Zhenghua Li. Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization. [[文件:Data_Augmentation_for_Cross-domain_Parsing_via_Lightweight_LLM_Generation_and_Tree_Hybridization.pdf]]. COLING. 19 January, 2025. Abu Dhabi, UAE.
* Xuebin Wang, Lei Zhang, Zhenghua Li*, Shilin Zhou, Chen Gong, Yang Hou. Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation. [https://arxiv.org/abs/2412.09045 Arxiv]. COLING. 19 January, 2025. Abu Dhabi, UAE.
* Xi Ma, Yang Hou, Xuebin Wang, Zhenghua Li. A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese. [[文件:A_Probabilistic_Toolkit_for_Multi-grained_Word_Segmentation_in_Chinese.pdf]]. COLING Demonstration (demo paper). 19 January, 2025. Abu Dhabi, UAE.

== 2024 ==

=== Journal/Conference Papers in Chinese ===

* 崔秀莲, 严福康, 李正华*. CCKS-2023. 基于实例的词性标注数据错误检测. 2023全国知识图谱与语义计算大会CCKS
** 转发：山西大学学报 2024年4月 47卷2期 47(2)，pp251−259. [[文件:Cxl-山西大学学报-基于实例的词性标注数据错误检测.pdf]]

=== Conference Papers in English ===

* Houquan Zhou, Zhenghua Li*, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang. 2024. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. EMNLP. pp 17446–17467. [https://arxiv.org/abs/2410.04027 arxiv] [https://aclanthology.org/2024.emnlp-main.966.pdf acl-anthology] November 12-16 Miami, Florida (USA)

* Xuebin Wang, Zhenghua Li*. 2024. Two Sequence Labeling Approaches to Sentence Segmentation and Punctuation Prediction for Classic Chinese Texts. [https://aclanthology.org/2024.lt4hala-1.28/ Acl-anthology] the Third Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA) @ LREC-COLING-2024. pages 237–241 25 May, 2024 Torino (Italia) Turin (Italy)

* Yumeng Liu, Zhenghua Li*, Haochen Jiang, Bo Zhang, Chen Li, Ji Zhang. 2024. Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction. Findings of ACL. [https://github.com/ymliucs/MrGEC code][https://aclanthology.org/2024.findings-acl.180 paper]
* Yang Hou and Zhenghua Li*. 2024. Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure. ACL-findings. [[文件:2024.findings-acl.173.pdf]], [[文件:2024.findings-acl.173.slide.pdf]], [[文件:2024.findings-acl.173.poster.pdf]]
* Shilin Zhou, Zhenghua Li, Chen Gong*, Lei Zhang, Yu Hong, Min Zhang. 2024. Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches. Findings of ACL. [[文件:ACL2024_rwcsner.pdf]]，[[文件:Rwcs_poster.pdf]]
* Shilin Zhou, Zhenghua Li*, Yu Hong, Min Zhang, Zhefeng Wang, Baoxing Huai. 2024. CopyNE: Better Contextual ASR by Copying Named Entities. ACL. [[文件:ACL2024_copyne.pdf]]，[[文件:copyne_poster.pdf]] [https://aclanthology.org/2024.acl-long.147.pdf acl-anthology] Bangkok, Thailand 2024.8.11-16 pp. 2675–2686

* Yanggan Gu, Yang Hou, Zhefeng Wang, Xinyu Duan and Zhenghua Li*. 2024. High-order Joint Constituency and Dependency Parsing. COLING. [[文件:2024.lrec-main.713.pdf]]，[[文件:2024.lrec-main.713.poster.pdf]] pages 8144–8154 20-25 May, 2024. Torino (Italia)
* Chenhui Dou, Chen Gong*, Zhenghua Li, Zhefeng Wang, baoxing Huai and Min Zhang. 2024. Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling. COLING.[[文件:2024.lrec-main.765.pdf]]，[[文件:2024.lrec-main.765.poster.pdf]] pages 8732–8742
20-25 May, 2024. Torino (Italia) Turin (Italy)

== 2023 ==

=== Conference Papers in English ===

* Houquan Zhou, Yumeng Liu, Zhenghua Li*, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang. 2023. Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. Findings of '''EMNLP''', pages 7393–7405. [https://arxiv.org/abs/2310.14534 arxiv][https://github.com/Jacob-Zhou/gecdi code][https://www.semanticscholar.org/paper/Improving-Seq2Seq-Grammatical-Error-Correction-via-Zhou-Liu/4711f26c0295fed15161b6145800b3df1ab9c0f6 citation]

* Yue Zhang, Leyang Cui, Enbo Zhao, Wei Bi, Shuming Shi. 2023. RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation. EMNLP 2023.[https://arxiv.org/pdf/2310.07299.pdf arxiv] [https://github.com/hillzhang1999/RobustGEC code] pages 16780–16793; December 6-10, 2023

* Saihao Huang, Lijie Wang, Zhenghua Li*, Zeyang Liu, Chenhui Dou, Fukang Yan, Xinyan Xiao, Hua Wu, and Min Zhang. 2023. SeSQL: A High-Quality Large-Scale Session-Level Chinese Text-to-SQL Dataset. NLPCC 2023, pages 537-550.[[文件:SeSQL_A_High-Quality_Large-Scale_Session-Level_Chinese_Text-to-SQL_Dataset.pdf]] [https://arxiv.org/abs/2208.12711 arxiv]

* Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li*, Chen Li, Fei Huang, Min Zhang. 2023. NaSGEC: Multi-Domain Chinese Grammatical Error Correction for Native Speaker Texts. Findings of ACL 2023. pp 9935-9951. [https://aclanthology.org/2023.findings-acl.630.pdf official] [https://arxiv.org/pdf/2305.16023.pdf arxiv] [https://github.com/HillZhang1999/NaSGEC code]

== 2022 ==

=== Journal/Conference Papers in Chinese ===

* 章岳, 黄赛豪, 陆凯华, 李正华*. 2022年1月. 基于模板的中文上下位关系抽取方法. 计算机应用与软件: 39卷1期 pp126-134. [[文件:Hypernym-zhangyue-2022.pdf]]
* 周仕林, 龚晨*, 李正华, 张民. 基于转移的快速精准的语义依存图分析. 山西大学学报(自然科学版): 45卷4期 pp1-13. [[文件:slzhou_transition_based_sdp.pdf]]
* 李帅克，李英，李正华*，张民. 基于tri-training的跨领域依存句法分析. 厦门大学学报（自然科学版）：61卷4期 pp638-645. [[https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CAPJ&dbname=CAPJLAST&filename=XDZK20220509009&uniplatform=NZKPT&v=flne8EoBUv7LYNkuiwSttcXiOfGBPAB_0VtzLHktpwsjrP5-NEfM9rivUOARi0ae 知网抢先版链接]][[文件:基于tri-training的跨领域依存句法分析李帅克.pdf]]
* 周明月，龚晨，李正华*，张民. 2022.数据标注方法比较研究：以依存句法树标注为例. 清华大学学报（自然科学版）：62卷5期 pp908-916. [[http://jst.tsinghuajournals.com/CN/10.16511/j.cnki.qhdxxb.2022.22.010 电子版]] [[文件:数据标注方法比较研究.pdf | pdf]]
* 彭雪, 李正华*, 张民. 2022. 基于语言模型微调的跨领域依存句法分析. 计算机应用与软件:39卷07期, pp141-146. [[文件:彭雪-基于语言模型微调的跨领域依存句法分析.pdf]]
* 李嘉诚, 沈嘉钰, 龚晨, 李正华*, 张民. 2022. 基于指针网络融入混淆集知识的中文语法纠错中文信息学报:36卷04期,pp29-38. [[文件:基于指针网络融入混淆集知识的中文语法纠错.pdf]]

=== Journal Papers in English ===

* Chen Gong, Zhenghua Li* and Min Zhang. Neural Coupled Sequence Labeling for Heterogeneous Annotation Conversion. IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30:1624-1636.[https://ieeexplore.ieee.org/document/9750873?source=authoralert official]

=== Conference Papers In English ===

* Yue Zhang, Bo Zhang, Zhenghua Li*, Zuyi Bao, Chen Li, and Min Zhang. 2022. SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser. In '''EMNLP''', pages 2518–2531. [https://arxiv.org/pdf/2210.12484 arxiv][https://aclanthology.org/2022.emnlp-main.162.pdf official pdf][https://underline.io/events/342/sessions/13833/lecture/66146-syngec-syntax-enhanced-grammatical-error-correction-with-a-tailored-gec-oriented-parser video]
* Yu Zhang, Qingrong Xia, Shilin Zhou, Yong Jiang, Guohong Fu*, Min Zhang. 2022. Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments. In '''COLING''', pages 4212–4227. [https://arxiv.org/abs/2110.06865 arxiv] [https://aclanthology.org/2022.coling-1.370/ official pdf] [https://underline.io/events/360/posters/13239/poster/60359-semantic-role-labeling-as-dependency-parsing-exploring-latent-tree-structures-inside-arguments video]
* Shilin Zhou, Qingrong Xia, Zhenghua Li*, Yu Zhang, Yu Hong, and Min Zhang. 2022. Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing. In '''COLING''', pages 4160–4171. [https://arxiv.org/pdf/2112.02970.pdf arxiv] [https://aclanthology.org/2022.coling-1.365/ official pdf] [https://underline.io/events/360/sessions/13099/lecture/60364-fast-and-accurate-end-to-end-span-based-semantic-role-labeling-as-word-based-graph-parsing video] (best paper!)
* Yahui Liu, Haoping Yang, Chen Gong*, Qingrong Xia, Zhenghua Li, Min Zhang. 2022. MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset. In '''NAACL''', pages 1707-1717. [http://arxiv.org/abs/2205.06703 arxiv][https://aclanthology.org/2022.naacl-main.123.pdf official pdf][https://underline.io/events/325/posters/11804/poster/54059-mucpad-a-multi-domain-chinese-predicate-argument-dataset video]
* Yue Zhang, Zhenghua Li*, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang. 2022. MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. In '''NAACL''', pages 3118–3130. [https://arxiv.org/abs/2204.10994 arxiv][https://aclanthology.org/2022.naacl-main.227.pdf official pdf][https://underline.io/events/325/sessions/11391/lecture/53888-mucgec-a-multi-reference-multi-source-evaluation-dataset-for-chinese-grammatical-error-correction video]
* Ying Li, Shuaike Li, Min Zhang. 2022. Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network. In '''ACL 2022'', pages 1035--1045. [https://aclanthology.org/2022.acl-long.74.pdf official-pdf] [http://hlt.suda.edu.cn/index.php/%E6%96%87%E4%BB%B6:Liying_ACL2022_camera_ready.pdf camera ready pdf] [https://underline.io/lecture/52551-long-semi-supervised-domain-adaptation-for-dependency-parsing-with-dynamic-matching-network video].
* Houquan Zhou, Yang Li, Zhenghua Li, and Min Zhang. 2022. Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging. In Findings of the Association for Computational Linguistics: ACL 2022, pages 3276–3290, Dublin, Ireland. Association for Computational Linguistics. [http://hlt.suda.edu.cn/LA/papers/acl-findings-hqzhou-bridging.pdf pdf] [https://arxiv.org/pdf/2203.10315 camera ready pdf] [https://aclanthology.org/2022.findings-acl.259.pdf official pdf] [https://underline.io/lecture/49965-findings-bridging-pre-trained-language-models-and-hand-crafted-features-for-unsupervised-pos-tagging video]

== 2021 ==

=== Journal/Conference Papers in Chinese ===

* 吴锟，周夏冰，李正华，梁兴伟，陈文亮. 中文知识库问答中的路径选择. 中文信息学报（CCKS会议推荐）. 2021, 35(9):113-122.[[文件:中文知识库问答中的路径选择吴锟.pdf]]

=== Conference Papers In English ===
* Yang Hou, Houquan Zhou, Zhenghua Li*, Yu Zhang, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan. A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing. Proceedings of CoNLL-2021, pp. 290–299. Punta Cana, Dominican Republic (Online), 10-11 Nov. 2021. [[文件:CoNLL_2021_yhou_official_version.pdf]]

* Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang. Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-Domain Text-to-SQL Parsing. Proceedings of EMNLP-2021, pp. 8974--8983. Punta Cana, Dominican Republic (Online), 7-11 Nov. 2021. [[文件:EMNLP2021_camera_ready_Data_Augmentation_with_Hierarchical_SQL_to_Question_Generation_forCross_domain_Text_to_SQL_Parsing-09101500.pdf ‎]]

* Qingrong Xia, Zhenghua Li*, Rui Wang, Min Zhang. Stacked AMR Parsing with Silver Data. Proceedings of EMNLP-2021 Findings, pp. 4729--4738. Punta Cana, Dominican Republic (Online), 7-11 Nov. 2021. [[文件:EMNLP_2021_Stacked_AMR_Parsing_with_Silver_Data.pdf]]

* Ying Li, Meishan Zhang, Zhenghua Li*, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan. APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing. Proceedings of EMNLP-2021 Findings, pp. 1727–1733. Punta Cana, Dominican Republic (Online), 7-11 Nov. 2021. [[文件:EMNLP_2021_yli_camera_ready.pdf]]

* Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li*, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan. An In-depth Study on Internal Structure of Chinese Words. Proceedings of ACL-2021, pp. 5823–5833. Online, Virtual Event, 1-6 Aug. 2021. [[文件:2021.acl-long.452.pdf]]

* Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li*, Yue Zhang, Fei Huang, Luo Si, Min Zhang. 2021. A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. Proceedings of NAACL-2021, pp. 1795-1804. Mexico City, Mexico (Online), 6-11 June. 2021. [[文件:2021.naacl-main.144.pdf]]

== 2020 ==

=== Journal Papers in Chinese ===

* 陆凯华, 李正华, 张民. 2020. 汉语上下位关系分类数据集构建和基准方法比较. 厦门大学学报(自然科学版). 2020, 59 (06): 1004-1010 [[文件:汉语上下位关系分类数据集构建和基准方法比较_陆凯华.pdf]]
* 刘亚慧, 杨浩苹, 李正华, 张民. 2020. 一种轻量级的语义角色标注规范. 中文信息学报. 2020, 34(4):10-20 [http://jcip.cipsc.org.cn/CN/Y2020/V34/I4/10 offical.pdf]

=== Journal Papers In English===
* Chen Gong, Zhenghua Li, Qingrong Xia, Wenliang Chen and Min Zhang. Hierarchical LSTM with char-subword-word tree-structure representation for Chinese named entity recognition. Science China Information Science, 2020, 63(10):1-15. [[文件:Hierarchical_LSTM_with_char-subword-word_tree-structure_representation_for_Chinese_named_entity_recognition.pdf]]

=== Conference Papers In English ===

* Ying Li, Zhenghua Li* and Min Zhang. Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations. Proceedings of COLING-2020. pp. 3806–3817. Barcelona, Spain (Online), 8-13 Dec. 2020.[https://www.aclweb.org/anthology/2020.coling-main.338.pdf pdf] [[文件:Liying-2020.coling-main.338.pdf]]

* Qingrong Xia, Rui Wang, Zhenghua Li, Yue Zhang and Min Zhang*. Semantic Role Labeling with Heterogeneous Syntactic Knowledge. Proceedings of COLING-2020. pp. 2979-2990. Barcelona, Spain (Online), 8-13 Dec. 2020. ([https://www.aclweb.org/anthology/2020.coling-main.266.pdf pdf])([[文件:Xiaqingrong-2020.coling-main.266.pdf]])([[文件:Poster-SRL-HDP.pdf]])([[文件:SRL-HDP.pptx]])

* Chen Gong, Zhenghua Li*, Bowei Zou and Min Zhang. Multi-grained Chinese Word Segmentation with Weakly Labeled Data. Proceedings of COLING-2020. pp. 2026–2036. Barcelona, Spain (Online), 8-13 Dec. 2020. [https://www.aclweb.org/anthology/D17-1072.pdf pdf][[文件:Gongchen-2020.coling-main.183.pdf]]

* Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang and Haifeng Wang. DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. Proceedings of EMNLP-2020. pp. 6923-6935. Online, 16-20 Nov. 2020. [https://www.aclweb.org/anthology/2020.emnlp-main.562.pdf pdf][[文件:2020.emnlp-main.562.pdf]]

* Houquan Zhou, Yu Zhang, Zhenghua Li, and Min Zhang. Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing? Proceedings of NLPCC-2020, pp. 179--191. Zhengzhou, China, 14 Oct. - 18 Oct. 2020. ([http://hlt.suda.edu.cn/LA/papers/nlpcc-ijpmo.pdf pdf]) ([http://hlt.suda.edu.cn/LA/papers/nlpcc-ijpmo-official.pdf pdf-official]) ([http://hlt.suda.edu.cn/LA/papers/nlpcc-ijpmo-official-w-content.pdf pdf-official-w-content]) (best paper!)

* Yu Zhao, Mingyue Zhou, Zhenghua Li, and Min Zhang. Dependency Parsing with Noisy Multi-Annotation Data. Proceedings of NLPCC-2020, pp. 120-131. Zhengzhou, China, 14 Oct. - 18 Oct. 2020. ([http://hlt.suda.edu.cn/images/e/e5/212_Final_Manuscript_%281%29.pdf pdf]）([http://hlt.suda.edu.cn/LA/papers/nlpcc-yzhao-official.pdf pdf-official]) ([http://hlt.suda.edu.cn/LA/papers/nlpcc-yzhao-official-w-content.pdf pdf-official-w-content])

* Yu Zhang, Houquan Zhou, Zhenghua Li. 2020. Fast and Accurate Neural CRF Constituency Parsing. Proceedings of IJCAI-2020, pp. 4046-4053. Yokohama, Japan, 11-17 Jul. 2020. [https://www.ijcai.org/Proceedings/2020/0560.pdf pdf-official] [http://hlt.suda.edu.cn/LA/papers/0560.pdf pdf] [[http://hlt.suda.edu.cn/LA/videos/V5.mp4 video(5 min version)]] [[http://hlt.suda.edu.cn/LA/videos/V10.mp4 video(10 min version)]] [[http://hlt.suda.edu.cn/LA/videos/V15.mp4 video(15 min version)]]

* Yu Zhang, Zhenghua Li, Min Zhang. 2020. Efficient Second-Order TreeCRF for Neural Dependency Parsing. Proceedings of ACL-2020, pp. 3295-3305. Seattle, America, 5-10 Jul. 2020. [[https://www.aclweb.org/anthology/2020.acl-main.302.pdf pdf-official]] [[http://hlt.suda.edu.cn/LA/papers/2020.acl-main.302.pdf pdf]] [[http://hlt.suda.edu.cn/LA/videos/2020-12-28%2022-21-45.mp4 video]]
** A very good paper: Timothy Dozat, Christopher D. Manning. ICLR-2017. Deep Biaffine Attention for Neural Dependency Parsing. [https://arxiv.org/abs/1611.01734 arxiv]

* Bo Zhang, Yue Zhang, Rui Wang, Zhenghua Li, Min Zhang. Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks. Proceedings of ACL-2020, pp. 3249-3258. Seattle, America, 5-10 Jul. 2020. [https://www.aclweb.org/anthology/2020.acl-main.297.pdf pdf] [[文件:Zhangbo-acl2020-ppt-5-24.pdf]]

== before 2020 ==
* Meishan Zhang, Zhenghua Li, Guohong Fu and Min Zhang. Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. In Proceedings of the NAACL-2019. pp. 1151–1161. Seattle, America, 5-10 Jun. 2019. [https://www.aclweb.org/anthology/N19-1118.pdf pdf]
* Bowen Wu, Jiayuan Chao, Baoxun Wang, Zhenghua Li and Min Zhang. Abstractive Summarization via Continuous Copy. EMNLP-2019 Workshop Summarization Submission. Aug 20, 2019. (not accepted)

[http://hlt.suda.edu.cn/~zhli/en.html 更早的论文，请点击此]

== 202? Template ==
=== Talks and Misc. ===
=== Journal/Conference Papers in Chinese ===
=== Journal Papers In English===
=== Conference Papers In English===