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Simple Unsupervised Keyphrase Extraction using Sentence Embeddings

13 January 2018

Papers citing "Simple Unsupervised Keyphrase Extraction using Sentence Embeddings"

50 / 60 papers shown

Title
Enhancing Keyphrase Extraction from Academic Articles Using Section Structure Information Chengzhi Zhang Xinyi Yan Lei Zhao Yingyi Zhang 193 0 0 20 May 2025
ConExion: Concept Extraction with Large Language Models Ebrahim Norouzi Sven Hertling Harald Sack 107 1 0 17 Apr 2025
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-Sample Aggregation on Large Language Models Jayanth Mohan Jishnu Ray Chowdhury Tomas Malik Cornelia Caragea 63 0 0 01 Mar 2025
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases T. Y. S. S. Santosh Isaac Misael Olguín Nolasco Matthias Grabmair AILaw 49 1 0 23 Jan 2025
Self-Explained Keywords Empower Large Language Models for Code Generation Lishui Fan Mouxiang Chen Zhongxin Liu 73 1 0 21 Oct 2024
ChuLo: Chunk-Level Key Information Representation for Long Document Processing Yan Li Soyeon Caren Han Yue Dai Feiqi Cao 74 0 0 14 Oct 2024
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction Erwin D. López Z. Cheng Tang Atsushi Shimada 48 1 0 17 Sep 2024
A BERT-Based Summarization approach for depression detection Hossein Salahshoor Gavalan Mohmmad Naim Rastgoo Bahareh Nakisa 63 1 0 13 Sep 2024
Pre-Trained Language Models for Keyphrase Prediction: A Review Muhammad Umair Tangina Sultana Young-Koo Lee 80 4 0 02 Sep 2024
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization Aishik Nagar Yutong Liu Andy T. Liu Viktor Schlegel Vijay Prakash Dwivedi Arun-Kumar Kaliya-Perumal Guna Pratheep Kalanchiam Yili Tang R. Tan 84 1 0 22 Aug 2024
Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance Ahmad Arrabi Xiaohan Zhang Waqas Sultani Chong Chen S. Wshah DiffM 61 5 0 08 Aug 2024
An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry Stephen Meisenbacher Tim Schopf Weixin Yan Patrick Holl Florian Matthes 70 0 0 19 Jul 2024
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction Mingyang Song Yi Feng Liping Jing 89 2 0 26 May 2024
A Hybrid Approach To Aspect Based Sentiment Analysis Using Transfer Learning Gaurav Negi Rajdeep Sarkar Omnia Zayed P. Buitelaar 31 5 0 25 Mar 2024
An efficient domain-independent approach for supervised keyphrase extraction and ranking Sriraghavendra Ramaswamy 44 0 0 24 Mar 2024
On Leveraging Encoder-only Pre-trained Language Models for Effective Keyphrase Generation Di Wu Wasi Uddin Ahmad Kai-Wei Chang 98 5 0 21 Feb 2024
Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study Mingyang Song Xuelian Geng Songfang Yao Shilong Lu Yi Feng Liping Jing 110 6 0 23 Dec 2023
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models Reza Yousefi Maragheh Chenhao Fang Charan Chand Irugu Parth Parikh Jason H. D. Cho ... Saranyan Sukumar Malay Patel Evren Körpeoglu Sushant Kumar Kannan Achan 89 9 0 01 Dec 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings Jiahao Xu Wei Shao Lihui Chen Lemao Liu FedML 61 6 0 20 Oct 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations Minseok Choi Chaeheon Gwak Seho Kim Si Hyeong Kim Jaegul Choo 67 5 0 12 Oct 2023
Enhancing Keyphrase Generation by BART Finetuning with Splitting and Shuffling Bin Chen M. Iwaihara 54 4 0 13 Sep 2023
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression Alexander Tsvetkov A. Kipnis 21 4 0 25 Aug 2023
Unsupervised Open-domain Keyphrase Generation Lam Thanh Do Pritom Saha Akash Kevin Chen-Chuan Chang 75 0 0 19 Jun 2023
Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings Roberto Martínez-Cruz Debanjan Mahata Alvaro J. López-López J. Portela 137 4 0 16 May 2023
ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task Roberto Martínez-Cruz Alvaro J. López-López J. Portela 106 22 0 27 Apr 2023
KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation Di Wu Da Yin Kai-Wei Chang 66 2 0 27 Mar 2023
Theme-driven Keyphrase Extraction to Analyze Social Media Discourse William Romano Omar Sharif Madhusudan Basak Joseph Gatto S. Preum 54 6 0 27 Jan 2023
Keyword Embeddings for Query Suggestion Jorge Gabín M. E. Ares Javier Parapar 3DV 51 2 0 19 Jan 2023
Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study Di Wu Wasi Uddin Ahmad Kai-Wei Chang 63 18 0 20 Dec 2022
Unsupervised Question Duplicate and Related Questions Detection in e-learning platforms Maksimjeet Chowdhary Sanyam Goyal Venktesh V Mukesh Mohania Vikram Goyal AI4Ed 23 1 0 20 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 132 20 0 09 Dec 2022
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
Keywords for Bias Abdurrezak Efe Gizem Gezici A. Uzun Uygar Kurt 57 1 0 31 Oct 2022
Unsupervised Term Extraction for Highly Technical Domains Francesco Fusco Peter W. J. Staar Diego Antognini 61 5 0 24 Oct 2022
PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction Tim Schopf Simon Klimek Florian Matthes 93 34 0 11 Oct 2022
Automatic Analysis of Available Source Code of Top Artificial Intelligence Conference Papers Jialiang Lin Yingmin Wang Yao Yu Yu Zhou Yidong Chen X. Shi 61 6 0 28 Sep 2022
UNIMIB at TREC 2021 Clinical Trials Track Georgios Peikos Oscar Espitia G. Pasi 21 1 0 27 Jul 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 56 13 0 09 May 2022
Domain Representative Keywords Selection: A Probabilistic Approach Pritom Saha Akash Jie Huang Kevin Chen-Chuan Chang Yunyao Li Lucian Popa ChengXiang Zhai 19 0 0 19 Mar 2022
Representation Learning for Resource-Constrained Keyphrase Generation Di Wu Wasi Uddin Ahmad Sunipa Dev Kai-Wei Chang 83 18 0 15 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
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? Boshko Koloski Senja Pollak Blaž Škrlj Matej Martinc 66 11 0 14 Feb 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction Linhan Zhang Qian Chen Wen Wang Chong Deng Shiliang Zhang Bing Li Wei Wang Xin Cao 76 59 0 13 Oct 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 86 62 0 15 Sep 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 161 101 0 01 Jul 2021
Unsupervised Deep Keyphrase Generation Xianjie Shen Yinghan Wang Rui Meng Jingbo Shang 31 16 0 18 Apr 2021
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji Hiromichi Kameya Rafal Rzepka K. Araki 52 4 0 22 Oct 2020
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents T. Lai Trung Bui Doo Soon Kim Quan Hung Tran 47 11 0 22 Oct 2020
Diverse Keyphrase Generation with Neural Unlikelihood Training Hareesh Bahuleyan Layla El Asri 36 15 0 15 Oct 2020
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features Miftahul Mahfuzh Sidik Soleman Ayu Purwarianti 33 8 0 15 Sep 2020