Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features

7 March 2017

Papers citing "Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features"

50 / 76 papers shown

Title
Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data Lukas Heine Fabian Horst Jana Fragemann Gijs Luijten M. Balzer Jan Egger F. Bahnsen M. Sarfraz Jens Kleesiek 30 0 0 25 Sep 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 41 0 0 19 Jul 2024
Triple-Encoders: Representations That Fire Together, Wire Together Justus-Jonas Erker Florian Mai Nils Reimers Gerasimos Spanakis Iryna Gurevych 27 2 0 19 Feb 2024
SMUTF: Schema Matching Using Generative Tags and Hybrid Features Yu Zhang Mei Di Haozheng Luo Chenwei Xu Richard Tzong-Han Tsai 65 0 0 22 Jan 2024
SLJP: Semantic Extraction based Legal Judgment Prediction Prameela Madambakam Shathanaa Rajmohan Himangshu Sharma Tummepalli Anka Chandrahas Purushotham Gupta ELM AILaw 31 0 0 13 Dec 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 58 6 0 12 Oct 2023
Telling Stories for Common Sense Zero-Shot Action Recognition Shreyank N. Gowda Carolina Scarton LM&Ro 37 2 0 29 Sep 2023
SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation Nianlong Gu Richard H. R. Hahnloser 69 5 0 06 Jun 2023
Compressing Sentence Representation with maximum Coding Rate Reduction Domagoj Ševerdija Tomislav Prusina Antonio Jovanovic Luka Borozan Jurica Maltar Domagoj Matijević 26 2 0 25 Apr 2023
BERTino: an Italian DistilBERT model Matteo Muffo E. Bertino VLM 18 14 0 31 Mar 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 27 0 0 24 Feb 2023
Norm of Word Embedding Encodes Information Gain Momose Oyama Sho Yokoi Hidetoshi Shimodaira 30 11 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 27 4 0 17 Dec 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 27 13 0 07 Nov 2022
Keywords for Bias Abdurrezak Efe Gizem Gezici A. Uzun Uygar Kurt 30 1 0 31 Oct 2022
PatternRank: Leveraging Pretrained Language Models and Part of Speech for Unsupervised Keyphrase Extraction Tim Schopf Simon Klimek Florian Matthes 50 34 0 11 Oct 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings Xing Wu Chaochen Gao Zijia Lin Jizhong Han Zhongyuan Wang Songlin Hu 21 32 0 08 Oct 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 31 15 0 20 Sep 2022
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art Alicia Lara-Clares Juan J. Lastra-Díaz A. García-Serrano 24 0 0 18 May 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 36 0 0 23 Mar 2022
End-to-End Semantic Video Transformer for Zero-Shot Action Recognition Keval Doshi Yasin Yılmaz ViT 35 2 0 10 Mar 2022
Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning Xianghao Zhan Fanjin Wang Olivier Gevaert 21 12 0 09 Mar 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion Ling Yang linda Qiao AI4TS 28 119 0 08 Feb 2022
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul Pawan Goyal Saptarshi Ghosh AILaw 19 40 0 29 Dec 2021
"A Passage to India": Pre-trained Word Embeddings for Indian Languages Saurav Kumar Saunack Kumar Diptesh Kanojia P. Bhattacharyya 70 31 0 27 Dec 2021
Tell me what you see: A zero-shot action recognition method based on natural language descriptions Valter Estevam Rayson Laroca David Menotti Hélio Pedrini 38 13 0 18 Dec 2021
Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking Nianlong Gu Yingqiang Gao Richard H. R. Hahnloser 20 22 0 02 Dec 2021
Detecting Logical Relation In Contract Clauses Alexandre Yukio Ichida Felipe Meneguzzi 11 0 0 02 Nov 2021
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 45 56 0 13 Oct 2021
Simulated annealing for optimization of graphs and sequences Xianggen Liu Pengyong Li Fandong Meng Hao Zhou Huasong Zhong Jie Zhou Lili Mou Sen Song 49 19 0 01 Oct 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 52 61 0 15 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 39 129 0 09 Sep 2021
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation Yixin Wang Zihao Lin Zhe Xu Haoyu Dong Jiang Tian Jie Luo Zhongchao Shi Yang Zhang Jianping Fan Zhiqiang He UQCV MedIm 41 12 0 21 Jun 2021
A Topological Approach to Compare Document Semantics Based on a New Variant of Syntactic N-grams F. Meng 19 0 0 08 Mar 2021
SkillVet: Automated Traceability Analysis of Amazon Alexa Skills Jide S. Edu Xavier Ferrer-Aran Jose Such Guillermo Suarez-Tangil 33 39 0 03 Mar 2021
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 31 101 0 21 Dec 2020
ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites Duc-Trong Le Xuan-Son Vu Nhu-Dung To Huu Nguyen Thuy-Trinh Nguyen ... A. Nguyen Minh-Duc Hoang Nghia T. Le Huyen Thi Minh Nguyen Hoang D. Nguyen 51 14 0 16 Dec 2020
Do We Need Online NLU Tools? Petr Lorenc Petro Marek Jan Pichl Jakub Konrád Jan Sedivý 21 6 0 19 Nov 2020
Learning Efficient Task-Specific Meta-Embeddings with Word Prisms Jingyi He Kc Tsiolis Kian Kenyon-Dean Jackie C.K. Cheung 80 7 0 05 Nov 2020
A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks Nikunj Saunshi Sadhika Malladi Sanjeev Arora 25 87 0 07 Oct 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 30 72 0 31 May 2020
Cross-Lingual Adaptation Using Universal Dependencies Nasrin Taghizadeh Heshaam Faili 45 6 0 24 Mar 2020
TNT-KID: Transformer-based Neural Tagger for Keyword Identification Matej Martinc Blaž Škrlj Senja Pollak 24 37 0 20 Mar 2020
S-APIR: News-based Business Sentiment Index Kazuhiro Seki Y. Ikuta 26 3 0 06 Mar 2020
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 19 111 0 27 Dec 2019
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts M. Shakeel Asim Karim Imdadullah Khan 23 34 0 27 Dec 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 30 49 0 30 Sep 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 27 174 0 23 Sep 2019
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization Diego Antognini Boi Faltings 27 22 0 20 Sep 2019
Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Hesham Al-Bataineh Wael Farhan Ahmad Mustafa Haitham Seelawi Hussein T. Al-Natsheh 24 16 0 19 Sep 2019