Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables

7 November 2022

Papers citing "Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables"

29 / 29 papers shown

Title
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 310 512 0 20 Apr 2021
Topic Modelling Meets Deep Neural Networks: A Survey He Zhao Dinh Q. Phung Viet Huynh Yuan Jin Lan Du Wray Buntine BDL 38 142 0 28 Feb 2021
Using Prior Knowledge to Guide BERT's Attention in Semantic Textual Matching Tasks Tingyu Xia Yue Wang Yuan Tian Yi-Ju Chang 52 51 0 22 Feb 2021
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder Daya Guo Duyu Tang Nan Duan Jian Yin Daxin Jiang Ming Zhou DRL 31 10 0 15 Jun 2020
Discrete Latent Variable Representations for Low-Resource Text Classification Shuning Jin Sam Wiseman K. Stratos Karen Livescu BDL 53 15 0 11 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 521 10,591 0 17 Feb 2020
SemEval-2016 Task 3: Community Question Answering Preslav Nakov Lluís Màrquez i Villodre Alessandro Moschitti Walid Magdy Hamdy Mubarak Abed Alhakim Freihat James R. Glass Bilal Randeree 83 198 0 03 Dec 2019
SemEval-2017 Task 3: Community Question Answering Preslav Nakov Doris Hoogeveen Lluís Màrquez i Villodre Alessandro Moschitti Hamdy Mubarak Timothy Baldwin Karin Verspoor 56 228 0 02 Dec 2019
SemEval-2015 Task 3: Answer Selection in Community Question Answering Preslav Nakov Lluís Màrquez i Villodre Walid Magdy Alessandro Moschitti James R. Glass Bilal Randeree 60 145 0 26 Nov 2019
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable Siqi Bao H. He Fan Wang Hua Wu Haifeng Wang 67 271 0 17 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 373 6,469 0 26 Sep 2019
Semantics-aware BERT for Language Understanding Zhuosheng Zhang Yuwei Wu Zhao Hai Z. Li Shuailiang Zhang Xi Zhou Xiang Zhou 47 367 0 05 Sep 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 686 24,557 0 26 Jul 2019
Topic-Aware Neural Keyphrase Generation for Social Media Language Yue Wang Jing Li Hou Pong Chan Irwin King Michael R. Lyu Shuming Shi BDL 53 82 0 10 Jun 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 113 1,402 0 17 May 2019
Unsupervised speech representation learning using WaveNet autoencoders J. Chorowski Ron J. Weiss Samy Bengio Aaron van den Oord SSL 72 319 0 25 Jan 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 95,229 0 11 Oct 2018
Topic Memory Networks for Short Text Classification Jichuan Zeng Jing Li Yan Song Cuiyun Gao Michael R. Lyu Irwin King BDL 47 131 0 11 Sep 2018
Fast Decoding in Sequence Models using Discrete Latent Variables Łukasz Kaiser Aurko Roy Ashish Vaswani Niki Parmar Samy Bengio Jakob Uszkoreit Noam M. Shazeer 74 232 0 09 Mar 2018
Neural Natural Language Inference Models Enhanced with External Knowledge Qian Chen Xiao-Dan Zhu Zhenhua Ling Diana Inkpen Si Wei 75 217 0 12 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 230 5,079 0 02 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 789 132,454 0 12 Jun 2017
Discovering Discrete Latent Topics with Neural Variational Inference Yishu Miao Edward Grefenstette Phil Blunsom DRL BDL 133 290 0 01 Jun 2017
Bilateral Multi-Perspective Matching for Natural Language Sentences Zhiguo Wang Wael Hamza Radu Florian 90 804 0 13 Feb 2017
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 104 1,130 0 20 Sep 2016
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin Hinrich Schütze Bing Xiang Bowen Zhou 84 944 0 16 Dec 2015
Neural Variational Inference for Text Processing Yishu Miao Lei Yu Phil Blunsom VLM DRL 137 622 0 19 Nov 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 76 1,340 0 11 Mar 2015
Question Answering with Subgraph Embeddings Antoine Bordes S. Chopra Jason Weston RALM BDL GNN 88 715 0 14 Jun 2014