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MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction

13 October 2021

Linhan Zhang

Qian Chen

Wen Wang

ArXiv (abs)PDF HTML Github (67★)

Papers citing "MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction"

33 / 33 papers shown

Title
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness Enes ALTUNCU Jason R. C. Nurse Yangbo Xu Jie Guo Shujun Li 116 2 0 09 Nov 2022
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 69 68 0 16 Dec 2021
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding Narjes Nikzad Khasmakhi M. Feizi-Derakhshi M. Asgari-Chenaghlu M. Balafar Ali Reza Feizi Derakhshi Taymaz Rahkar-Farshi Majid Ramezani Zoleikha Jahanbakhsh-Nagadeh E. Zafarani-Moattar Mehrdad Ranjbar-Khadivi 50 23 0 09 Jun 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 104 528 0 24 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 295 3,436 0 18 Apr 2021
An Empirical Study on Neural Keyphrase Generation Rui Meng Xingdi Yuan Tong Wang Sanqiang Zhao Adam Trischler Daqing He 59 42 0 22 Sep 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 588 2,105 0 28 Jul 2020
Keyphrase Prediction With Pre-trained Language Model R. Liu Zheng Lin Weiping Wang 56 17 0 22 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 190 4,107 0 10 Apr 2020
TNT-KID: Transformer-based Neural Tagger for Keyword Identification Matej Martinc Blaž Škrlj Senja Pollak 87 38 0 20 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 120 1,505 0 27 Feb 2020
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction Taeuk Kim Jihun Choi Daniel Edmiston Sang-goo Lee 70 90 0 30 Jan 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 303 2,056 0 18 Dec 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,890 0 29 Oct 2019
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings Dhruva Sahrawat Debanjan Mahata Mayank Kulkarni Haimin Zhang Rakesh Gosangi Amanda Stent Agniv Sharma Yaman Kumar Singla R. Shah Roger Zimmermann 35 30 0 19 Oct 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 465 1,452 0 22 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 711 24,597 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 238 8,456 0 19 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 117 1,528 0 14 May 2019
A Review of Keyphrase Extraction Eirini Papagiannopoulou Grigorios Tsoumakas 62 168 0 13 May 2019
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction Wang Chen Hou Pong Chan Piji Li Lidong Bing Irwin King 86 61 0 06 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,407 0 11 Oct 2018
Unsupervised Keyphrase Extraction with Multipartite Graphs Florian Boudin 63 207 0 23 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 250 11,571 0 15 Feb 2018
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings Kamil Bennani-Smires C. Musat Andreea Hossmann Michael Baeriswyl Martin Jaggi 59 213 0 13 Jan 2018
Deep Keyphrase Generation Rui Meng Sanqiang Zhao Shuguang Han Daqing He Peter Brusilovsky Yu Chi 86 340 0 23 Apr 2017
SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications Isabelle Augenstein Mrinal Das Sebastian Riedel Lakshmi Vikraman Andrew McCallum 105 340 0 10 Apr 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 190 697 0 07 Mar 2017
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation Jey Han Lau Timothy Baldwin 165 654 0 19 Jul 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 236 9,991 0 15 Jul 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 206 1,540 0 21 Mar 2016
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 188 4,037 0 09 Aug 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 729 31,582 0 16 Jan 2013