Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling

6 February 2021

Papers citing "Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling"

42 / 42 papers shown

Title
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 66 46 0 06 Feb 2021
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning Ernie Chang Hui-Syuan Yeh Vera Demberg 70 40 0 06 Feb 2021
Safe Handover in Mixed-Initiative Control for Cyber-Physical Systems Frederik Wiehr Anke Hirsch Florian Daiber Antonio Kruger Alisa Kovtunova Stefan Borgwardt Ernie Chang Vera Demberg Marcel Steinmetz Hoffmann Jorg 33 4 0 21 Oct 2020
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool Ernie Chang J. Caplinger Alex Marin Xiaoyu Shen Vera Demberg 39 18 0 08 Oct 2020
A Generative Model for Joint Natural Language Understanding and Generation Bo-Hsiang Tseng Jianpeng Cheng Yimai Fang David Vandyke 59 22 0 12 Jun 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 69 100 0 18 May 2020
It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information Emanuele Bugliarello Sabrina J. Mielke Antonios Anastasopoulos Ryan Cotterell Naoaki Okazaki 78 23 0 05 May 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen Ernie Chang Hui Su Jie Zhou Dietrich Klakow 65 49 0 03 May 2020
Language Model Prior for Low-Resource Neural Machine Translation Christos Baziotis Barry Haddow Alexandra Birch 56 53 0 30 Apr 2020
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 77 26 0 30 Apr 2020
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity Hamza Harkous Isabel Groves Amir Saffari 73 89 0 08 Apr 2020
Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training Ernie Chang David Ifeoluwa Adelani Xiaoyu Shen Vera Demberg 49 22 0 18 Mar 2020
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 80 201 0 27 Feb 2020
Revisiting Challenges in Data-to-Text Generation with Fact Grounding Hongmin Wang HILM 69 51 0 12 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 547 42,639 0 03 Dec 2019
Semi-Supervised Neural Text Generation by Joint Learning of Natural Language Generation and Natural Language Understanding Models Raheel Qader François Portet Cyril Labbe 145 23 0 29 Sep 2019
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Paweł Budzianowski Ivan Vulić 70 310 0 12 Jul 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue Anusha Balakrishnan J. Rao Kartikeya Upasani Michael White R. Subba 129 83 0 17 Jun 2019
Dual Supervised Learning for Natural Language Understanding and Generation Shang-Yu Su Chao-Wei Huang Yun-Nung Chen 125 38 0 15 May 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 80 142 0 21 Apr 2019
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing Martin Schmitt Sahand Sharifzadeh Volker Tresp Hinrich Schütze 46 5 0 20 Apr 2019
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation Amit Moryossef Yoav Goldberg Ido Dagan 63 184 0 06 Apr 2019
Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan Yi Ren Di He Tao Qin Zhou Zhao Tie-Yan Liu 86 250 0 27 Feb 2019
A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation Juraj Juraska P. Karagiannis Kevin K. Bowden M. Walker 86 88 0 16 May 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots Yuehua Wu Wei Wu Zhoujun Li M. Zhou 56 38 0 07 May 2018
Phrase-Based & Neural Unsupervised Machine Translation Guillaume Lample Myle Ott Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato 91 682 0 20 Apr 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 128 1,456 0 14 Dec 2017
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 81 1,030 0 28 Nov 2017
Fidelity-Weighted Learning Mostafa Dehghani Arash Mehrjou Stephan Gouws J. Kamps Bernhard Schölkopf NoLa FedML 79 75 0 08 Nov 2017
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 146 1,097 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 95 772 0 30 Oct 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 188 591 0 25 Jul 2017
Why We Need New Evaluation Metrics for NLG Jekaterina Novikova Ondrej Dusek Amanda Cercas Curry Verena Rieser 100 462 0 21 Jul 2017
The E2E Dataset: New Challenges For End-to-End Generation Jekaterina Novikova Ondrej Dusek Verena Rieser 113 462 0 28 Jun 2017
Neobility at SemEval-2017 Task 1: An Attention-based Sentence Similarity Model Wenli Zhuang Ernie Chang 134 16 0 16 Mar 2017
Learning the Structure of Generative Models without Labeled Data Stephen H. Bach Bryan D. He Alexander Ratner Christopher Ré 68 166 0 02 Mar 2017
Learning to generate one-sentence biographies from Wikidata Andrew Chisholm Will Radford Ben Hachey SyDa 139 110 0 21 Feb 2017
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 91 850 0 01 Nov 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 60 187 0 17 Jun 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 103 484 0 12 Jun 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 261 2,724 0 20 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014