Meta tags:

Headings (most frequently used words):

about, me, research, interest, mentoring, collaborating, what, new, recent, publications, contact, qingkai, zeng, 曾庆锴,

Text of the page (most frequently used words):
the (27), and (25), for (15), university (15), zeng (14), #qingkai (13), jiang (12), with (12), 2024 (12), meng (11), knowledge (11), language (10), pdf (9), prof (9), taxonomy (8), our (8), research (8), work (8), been (8), 2021 (7), via (7), published (7), acm (6), paper (6), emnlp (6), from (6), code (6), notre (6), dame (6), has (6), llm (6), huang (5), models (5), conference (5), large (5), mining (5), was (5), accepted (5), about (5), now (5), reasoning (5), that (5), 2026 (4), 曾庆锴 (4), international (4), zhaoxuan (4), tan (4), arxiv (4), natural (4), processing (4), data (4), kdd (4), 2023 (4), chain (4), layer (4), 2025 (4), acl (4), llms (4), available (4), career (4), degree (4), science (4), nankai (4), tbd (3), graph (3), proceedings (3), jinfeng (3), lin (3), jane (3), cleland (3), pre (3), engineering (3), personalized (3), fine (3), mengxia (3), wenhao (3), construction (3), zhang (3), learning (3), yuyang (3), bai (3), prompting (3), cikm (3), codetaxo (3), may (3), one (3), this (3), papers (3), are (3), mathematical (3), generate (3), also (3), have (3), academic (3), professor (3), their (3), nlp (3), researcher (3), model (3), wang (3), structural (3), computer (3), github (2), follow (2), email (2), association (2), computational (2), linguistics (2), liu (2), more (2), accurate (2), sigsoft (2), distinguished (2), award (2), icse (2), tuning (2), new (2), workshop (2), empirical (2), methods (2), tim (2), weninger (2), training (2), findings (2), enhancing (2), generation (2), sigkdd (2), discovery (2), zhihan (2), shangbin (2), feng (2), zhenwen (2), liang (2), induction (2), limited (2), examples (2), information (2), zhenyu (2), expansion (2), publications (2), 2022 (2), joining (2), lab (2), time (2), linfeng (2), song (2), february (2), three (2), entity (2), linking (2), leveraging (2), yifan (2), feel (2), free (2), your (2), own (2), august (2), hold (2), advised (2), his (2), inspired (2), reflect (2), pursue (2), shaping (2), support (2), during (2), role (2), helping (2), taste (2), han (2), many (2), including (2), billy (2), google (2), xjtu (2), works (2), purdue (2), alignment (2), iclr (2), trustworthy (2), retrieval (2), interest (2), uiuc (2), powered, fork, minimal, mistakes, academicpages, jekyll, feed, sitemap, location, office, qzengnkcs, gmail, dot, com, contact, chenguang, zhu, william, hinthorn, ruochen, michael, xuedong, boosting, factual, correctness, abstractive, summarization, north, american, chapter, naacl, yalin, traceability, transformed, generating, links, trained, bert, proceeding, ieee, software, yijun, tian, zheyuan, bin, yin, democratizing, parameter, efficient, preprint, 2402, 04401, jinjun, xiong, yiyu, shi, faceted, hierarchy, type, organize, scientific, concepts, method, based, textgraphs, 2019, tianwen, tri, train, automatic, between, tune, sciner, 2020, completion, concept, fusing, relational, representations, completing, taxonomies, relation, aware, mutual, attentions, graphs, conjunction, mlg, iteratively, management, prompts, annual, meetings, recent, selected, april, tencent, full, intern, summer, will, haitao, october, entgpt, oppu, two, were, huge, congrats, ding, lrec, coling, mint, chatel, coming, soon, july, curruiculum, pudf, proco, what, deepest, respect, even, though, never, had, opportunity, him, study, group, classes, remarkable, life, deeply, leading, thoughtfully, path, hope, kind, strive, become, thomas, insightful, industry, perspective, how, think, like, xiaojie, guo, lingfei, dong, application, planning, pursued, jiaming, shen, mark, allan, hasegawa, johnson, sharing, studies, david, chiang, xiangliang, always, being, shape, early, stage, jiawei, philosophy, cultivating, guiding, beginner, someone, equipped, essential, skills, truly, believe, highest, recognition, could, receive, community, told, spirit, integrity, you, embodied, supported, all, advisors, listed, above, others, weakly, supervised, text, classifcation, porter, peking, yanjin, bolian, agentic, personalization, zehong, mentoring, collaborating, enhanced, system, current, focus, include, several, key, areas, augmented, below, some, keywords, interests, primary, lies, machine, basically, define, myself, whom, heterogeneous, resource, aim, use, first, principle, enable, intelligence, systems, explainable, results, ultimately, reduce, human, effort, associate, prior, spent, rewarding, year, postdoctoral, scientist, amazon, working, xiaowei, chen, team, worked, closely, professors, washington, developing, seller, domain, tasks, before, received, master, electrical, bachlor, sun, yat, sen, sheng, zhao, college, scholar, linkedin, assistant, skill,

Text of the page (random words):
about me qingkai zeng 曾庆锴 qingkai zeng 曾庆锴 publications cv skill lab qingkai zeng 曾庆锴 assistant professor nankai university follow tbd nankai university email linkedin github google scholar about me i am an associate professor in the college of computer science at the nankai university prior to joining nankai university i spent a rewarding year as a postdoctoral scientist at amazon working in dr xiaowei chen s team during this time i also worked closely with professors han zhao at uiuc and sheng wang at the university of washington on developing large language models for seller domain tasks before that i received my ph d degree in computer science and engineering at the university of notre dame advised by prof meng jiang i also hold a master s degree in electrical and computer engineering from uiuc and a bachlor degree from sun yat sen university research interest my primary research interest lies in data mining natural language processing and machine learning basically i define myself as an researcher whom mining the structural knowledge from heterogeneous resource data i aim to use this knowledge as a first principle to enable intelligence systems to generate more accurate trustworthy and explainable results ultimately helping to reduce human effort my current focus include several key areas nlp with structural knowledge nlp for science information retrieval retrieval augmented generation large language model reasoning below are some keywords that reflect my research interests structural knowledge construction knowledge enhanced reasoning system trustworthy large language model mentoring collaborating zehong wang university of notre dame our work on llm personalization has been published on acl 2026 mengxia yu university of notre dame we work on agentic llm bolian li purdue university our work on llm alignment has been published in iclr 2026 yifan wang purdue university our work on llm alignment has been published in iclr 2026 yanjin he peking university our work on science of llm has been published on emnlp 2025 yuyang bai xjtu our works on taxonomy construction have been published on cikm 2024 and acl 2025 zhenyu wu xjtu our works on mathematical reasoning have been published on emnlp 2024 and acl 2025 zhaoxuan tan university of notre dame our work on personalized llm has been published on emnlp 2024 billy porter university of notre dame we work on weakly supervised text classifcation billy is now researcher in google my career has been supported and inspired by many role models including all of my advisors listed above and many others including prof meng jiang for shaping my research philosophy cultivating my academic taste and guiding me from a beginner to someone equipped with essential research skills i truly believe that the highest recognition i could receive from the community is to be told that i pursue research in the spirit and integrity that you embodied prof jiawei han for always being a role model and for helping shape my research taste at the early stage of my academic career prof xiangliang zhang prof jane cleland huang prof tim weninger prof david chiang for their support and knowledge sharing during my ph d studies at the university of notre dame prof mark allan hasegawa johnson dr jiaming shen for their support with my application and career planning as i pursued a ph d degree dr dong yu dr linfeng song dr lingfei wu dr xiaojie guo for their insightful industry knowledge and for shaping my perspective on how to think like an nlp researcher i also hold the deepest respect for prof thomas huang even though i never had the opportunity to be advised by him or study in his group or classes his remarkable life and career have deeply inspired me leading me to reflect thoughtfully on the academic path i hope to pursue and the kind of professor i strive to become what s new august 2024 the code of codetaxo is available now feel free to generate your own taxonomy august 2024 three papers about 1 taxonomy expansion via code prompting codetaxo 2 mathematical reasoning proco 3 curruiculum learning pudf are available on arxiv now july 2024 chain of layer was accepted by the cikm 2024 the code of chain of layer is available now feel free to generate your own taxonomy february 2024 two papers about 1 entity linking via leveraging llms chatel coming soon 2 mathematical reasoning mint were accepted by lrec coling 2024 huge congrats to yifan ding and zhenwen liang february 2024 three papers about 1 taxonomy induction via prompting llms chain of layer 2 personalized llms oppu 3 entity linking via leveraging llms entgpt are available on arxiv now october 2023 one paper was accepted by the emnlp 2023 april 2023 i am joining tencent ai lab as a full time research intern this summer i will work with dr linfeng song and dr haitao mi may 2022 one paper was accepted by the kdd 2022 may 2021 one paper was accepted by the kdd 2021 may 2021 our icse 2021 paper was selected for an acm sigsoft distinguished paper award recent publications qingkai zeng yuyang bai zhaoxuan tan zhenyu wu shangbin feng meng jiang codetaxo enhancing taxonomy expansion with limited examples via code language prompts findings of annual meetings of the association for computational linguistics acl 2025 pdf code qingkai zeng yuyang bai zhaoxuan tan shangbin feng zhenwen liang zhihan zhang meng jiang chain of layer iteratively prompting large language models for taxonomy induction from limited examples in proceedings of the acm international conference on information knowledge management cikm 2024 pdf code qingkai zeng zhihan zhang jinfeng lin meng jiang completing taxonomies with relation aware mutual attentions in the workshop on mining and learning with graphs mlg in conjunction with the acm sigkdd international conference on knowledge discovery and data mining kdd 2023 pdf qingkai zeng jinfeng lin wenhao yu jane cleland huang meng jiang enhancing taxonomy completion with concept generation via fusing relational representations in proceedings of the acm sigkdd international conference on knowledge discovery and data mining kdd 2021 pdf qingkai zeng wenhao yu mengxia yu tianwen jiang tim weninger meng jiang tri train automatic pre fine tuning between pre training and fine tune training for sciner findings of empirical methods on natural language processing emnlp 2020 pdf qingkai zeng mengxia yu wenhao yu jinjun xiong yiyu shi meng jiang faceted hierarchy a new graph type to organize scientific concepts and a construction method in the workshop on graph based natural language processing textgraphs at conference on empirical methods in natural language processing emnlp 2019 pdf zhaoxuan tan qingkai zeng yijun tian zheyuan liu bin yin meng jiang democratizing large language models via personalized parameter efficient fine tuning arxiv preprint arxiv 2402 04401 2024 pdf jinfeng lin yalin liu qingkai zeng meng jiang jane cleland huang traceability transformed generating more accurate links with pre trained bert models in proceeding of ieee acm international conference on software engineering icse 2021 pdf acm sigsoft distinguished paper award chenguang zhu william hinthorn ruochen xu qingkai zeng michael zeng xuedong huang meng jiang boosting factual correctness of abstractive summarization with knowledge graph in proceedings of north american chapter of the association for computational linguistics naacl 2021 pdf contact email qzengnkcs at gmail dot com office tbd location tbd sitemap follow github feed 2026 qingkai zeng 曾庆锴 powered by jekyll academicpages a fork of minimal mistakes