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"

26 / 76 papers shown

Title
Unsupervised Paraphrasing by Simulated Annealing Xianggen Liu Lili Mou Fandong Meng Hao Zhou Jie Zhou Sen Song 37 77 0 09 Sep 2019
Learning Compressed Sentence Representations for On-Device Text Processing Dinghan Shen Pengyu Cheng Dhanasekar Sundararaman Xinyuan Zhang Qian Yang Meng Tang Asli Celikyilmaz Lawrence Carin 18 22 0 19 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization Hong Wang Xin Eric Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang SSL 37 56 0 11 Jun 2019
Terminology-based Text Embedding for Computing Document Similarities on Technical Content Hamid Mirisaee Éric Gaussier Cédric Lagnier Agnès Guerraz 15 3 0 05 Jun 2019
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 25 50 0 19 May 2019
A Review of Keyphrase Extraction Eirini Papagiannopoulou Grigorios Tsoumakas 21 166 0 13 May 2019
Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system A. Perevalov D. Kurushin Rustam Faizrakhmanov F. Khabibrakhmanova 24 5 0 25 Mar 2019
Semantic Hilbert Space for Text Representation Learning Benyou Wang Qiuchi Li Massimo Melucci D. Song 29 42 0 26 Feb 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning Sanjeev Arora H. Khandeparkar M. Khodak Orestis Plevrakis Nikunj Saunshi SSL 26 764 0 25 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 32 98 0 29 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 19 2 0 16 Jan 2019
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks Steffen Eger Paul Youssef Iryna Gurevych LLMSV 30 76 0 09 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019
Embedding Individual Table Columns for Resilient SQL Chatbots Bojan Petrovski Ignacio Aguado Andreea Hossmann Michael Baeriswyl C. Musat LMTD 16 5 0 01 Nov 2018
BioSentVec: creating sentence embeddings for biomedical texts Qingyu Chen Yifan Peng Zhiyong Lu 25 211 0 22 Oct 2018
Large-scale Hierarchical Alignment for Data-driven Text Rewriting Nikola I. Nikolov Richard H. R. Hahnloser 46 7 0 18 Oct 2018
Text Similarity in Vector Space Models: A Comparative Study O. Shahmirzadi A. Lugowski Kenneth Younge 21 81 0 24 Sep 2018
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings Shao-Yen Tseng Brian R. Baucom P. Georgiou SSL 40 9 0 18 Jul 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 19 113 0 06 Jul 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 33 154 0 16 Jun 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors M. Khodak Nikunj Saunshi Yingyu Liang Tengyu Ma Brandon M Stewart Sanjeev Arora 40 98 0 14 May 2018
Abstractive Tabular Dataset Summarization via Knowledge Base Semantic Embeddings P. Azunre Craig Corcoran David Sullivan Garrett Honke Rebecca Ruppel S. Verma J. Morgan LMTD 15 2 0 04 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 27 328 0 30 Mar 2018
A Deep Network Model for Paraphrase Detection in Short Text Messages Basant Agarwal H. Ramampiaro H. Langseth M. Ruocco 38 111 0 07 Dec 2017
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision Athanasios Giannakopoulos Diego Antognini C. Musat Andreea Hossmann Michael Baeriswyl 21 8 0 26 Sep 2017
Learning Generic Sentence Representations Using Convolutional Neural Networks Zhe Gan Yunchen Pu Ricardo Henao Chunyuan Li Xiaodong He Lawrence Carin SSL 34 98 0 23 Nov 2016