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Automated Phrase Mining from Massive Text Corpora

15 February 2017

Xiang Ren

Papers citing "Automated Phrase Mining from Massive Text Corpora"

50 / 67 papers shown

Title
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee Jiawei Han Hwanjo Yu 112 3 0 16 Feb 2025
AI-native Memory: A Pathway from LLMs Towards AGI Jingbo Shang Zai Zheng Jiale Wei Xiang Ying Felix Tao Mindverse Team LLMAG 113 8 0 26 Jun 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 136 17 0 29 Feb 2024
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence Yi Xu Shuqian Sheng Bo Xue Luoyi Fu Xinbing Wang Cheng Zhou 65 9 0 04 Jun 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach Liyan Xu Chenwei Zhang Xian Li Jingbo Shang Jinho Choi 60 7 0 26 May 2023
Automatic Generation of Multiple-Choice Questions Cheng Zhang 52 7 0 25 Mar 2023
Micro-video Tagging via Jointly Modeling Social Influence and Tag Relation Xiao Wang Tian Gan Yin-wei Wei Jianlong Wu Dai Meng Liqiang Nie 48 6 0 15 Mar 2023
BagFormer: Better Cross-Modal Retrieval via bag-wise interaction Haowen Hou Xiaopeng Yan Yigeng Zhang Fengzong Lian Zhanhui Kang BDL 34 0 0 29 Dec 2022
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts Yu Zhang Yunyi Zhang Martin Michalski Yucheng Jiang Yu Meng Jiawei Han 104 19 0 12 Dec 2022
Entity Set Co-Expansion in StackOverflow Yu Zhang Yunyi Zhang Yucheng Jiang Martin Michalski Yu Deng Lucian Popa ChengXiang Zhai Jiawei Han 89 4 0 05 Dec 2022
A practical method for occupational skills detection in Vietnamese job listings Viet-Trung Tran Hai Cao T. Cao 35 1 0 26 Oct 2022
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation Dongha Lee Jiaming Shen Seonghyeon Lee Susik Yoon Hwanjo Yu Jiawei Han 65 10 0 18 Oct 2022
Distilling Task-specific Logical Rules from Large Pre-trained Models Tao Chen Luxin Liu Xu Jia Baoliang Cui Haihong Tang Siliang Tang 94 1 0 06 Oct 2022
Detecting Political Biases of Named Entities and Hashtags on Twitter Zhiping Xiao Jeffrey Zhu Yining Wang Pei Zhou Wen Hong Lam M. A. Porter Yizhou Sun 93 19 0 16 Sep 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER Shuzheng Si Shuang Zeng Jiaxing Lin Baobao Chang RALM 112 12 0 04 Sep 2022
Automatic Controllable Product Copywriting for E-Commerce Xiaojie Guo Qingkai Zeng Meng Jiang Yun Xiao Bo Long Lingfei Wu 45 10 0 21 Jun 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training Yifan Gao Qingyu Yin Zheng Li Rui Meng Tong Zhao Bing Yin Irwin King Michael R. Lyu RALM 87 21 0 21 May 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds Yu Zhang Yu Meng Xuan Wang Sheng Wang Jiawei Han 151 13 0 04 May 2022
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision Xinyang Zhang Chenwei Zhang Xian Li X. Dong Jingbo Shang Christos Faloutsos Jiawei Han 54 27 0 29 Apr 2022
General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining Qi Lv Ziqiang Cao Lei Geng Chunhui Ai Xu Yan Guohong Fu 96 28 0 21 Mar 2022
Unsupervised Keyphrase Extraction via Interpretable Neural Networks Rishabh Joshi Vidhisha Balachandran Emily Saldanha M. Glenski Svitlana Volkova Yulia Tsvetkov SSL 78 1 0 15 Mar 2022
A Survey on Automated Sarcasm Detection on Twitter Bleau Moores Vijay K. Mago 40 14 0 05 Feb 2022
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters Dongha Lee Jiaming Shen SeongKu Kang Susik Yoon Jiawei Han Hwanjo Yu 81 31 0 18 Jan 2022
Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment Denghui Zhang Zixuan Yuan Yanchi Liu Hao Liu Fuzhen Zhuang Hui Xiong Haifeng Chen VLM 26 3 0 01 Dec 2021
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision Dongha Lee Dongmin Hyun Jiawei Han Hwanjo Yu OOD 66 1 0 24 Nov 2021
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information Yu Zhang Shweta Garg Yu Meng Xiusi Chen Jiawei Han 104 17 0 07 Nov 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 93 46 0 16 Oct 2021
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning Xinghua Zhang Yu Bowen Tingwen Liu Zhenyu Zhang Shuaiyi Nie Mengge Xue Hongbo Xu 63 22 0 09 Oct 2021
Weakly Supervised Concept Map Generation through Task-Guided Graph Translation Jiaying Lu Xiangjue Dong Carl Yang 62 3 0 08 Oct 2021
K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering Fu Sun Feng-Lin Li Ruize Wang Qianglong Chen Xingyi Cheng Ji Zhang VLM KELM 69 4 0 22 Sep 2021
Euphemistic Phrase Detection by Masked Language Model Wanzheng Zhu S. Bhat 60 27 0 10 Sep 2021
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding Guoqing Zheng Giannis Karamanolakis Kai Shu Ahmed Hassan Awadallah SSL 53 1 0 28 Aug 2021
Rethinking Negative Sampling for Handling Missing Entity Annotations Yangming Li Lemao Liu Shuming Shi 98 14 0 26 Aug 2021
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction Danqing Zhang Zheng Li Tianyu Cao Chen Luo Tony Wu Hanqing Lu Yiwei Song Bing Yin Tuo Zhao Qiang Yang 70 20 0 19 Aug 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules Jiacheng Li Haibo Ding Jingbo Shang Julian McAuley Zhe Feng NAI 91 37 0 05 Jul 2021
AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba Ningyu Zhang Qianghuai Jia Shumin Deng Xiang Chen Hongbin Ye ... Huaixiao Tou Gang Huang Zhao Wang Nengwei Hua Huajun Chen 71 65 0 03 Jun 2021
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging Xiaotao Gu Zihan Wang Zhenyu Bi Yu Meng Liyuan Liu Jiawei Han Jingbo Shang 178 36 0 28 May 2021
Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach Jie Huang Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 8 5 0 27 May 2021
Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks Xinyang Zhang Chenwei Zhang Xin Luna Dong Jingbo Shang Jiawei Han 65 18 0 23 Feb 2021
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition Yangming Li Lemao Liu Shuming Shi 95 68 0 10 Dec 2020
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring Jiaxin Huang Yiqing Xie Yu Meng Yunyi Zhang Jiawei Han 92 37 0 13 Oct 2020
Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding Jiaxin Huang Yu Meng Fang Guo Heng Ji Jiawei Han 88 29 0 13 Oct 2020
Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora Hancheng Cao Mengjie Cheng Zhepeng Cen Daniel A. McFarland Xiang Ren CLIP MedIm 53 10 0 13 Oct 2020
AliMe KG: Domain Knowledge Graph Construction and Application in E-commerce Feng-Lin Li Hehong Chen Guohai Xu Tian Qiu Feng Ji Ji Zhang Haiqing Chen 60 54 0 24 Sep 2020
Concept Extraction Using Pointer-Generator Networks A. Shvets Leo Wanner 20 7 0 25 Aug 2020
Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Chao Zhang Jiawei Han 92 68 0 18 Jul 2020
AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types Xin Luna Dong Xiang He Andrey Kan Xian Li Yan Liang ... Yuning Mao Yaqing Wang Christos Faloutsos Andrew McCallum Jiawei Han 103 74 0 24 Jun 2020
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision Yuning Mao Tong Zhao Andrey Kan Chenwei Zhang Xin Luna Dong Christos Faloutsos Jiawei Han 130 35 0 18 Jun 2020
An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events M. J. Sarol Ly Dinh R. Rezapour Chieh-Li Chin Pingjing Yang Jana Diesner 21 9 0 02 Jun 2020
An Unsupervised Semantic Sentence Ranking Scheme for Text Documents Hao Zhang Jie Wang 62 10 0 28 Apr 2020