言い換え技術のまとめ
[link]
Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation
Ke Wang, Hang Hua, Xiaojun Wan
[paper]
Neural Metaphor Detection in Context (EMNLP2018)
[paper]
[article(ja)]
Levenshtein Transformer
Jiatao Gu, Changhan Wang, Jake Zhao
[paper]
The Natural Language of Actions (ICML2019)
Guy Tennenholtz, Shie Mannor
[paper]
Reinforcement Learning Based Emotional Editing Constraint Conversation Generation
Jia Li, Xiao Sun, Xing Wei, Changliang Li, Jianhua Tao
[paper]
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings
Matt Le, Stephen Roller, Laetitia Papaxanthos, Douwe Kiela, Maximilian Nickel
[paper]
Adversarial Text Generation via Feature-Mover's Distance (NIPS2018)
[paper]
Language GANs Falling Short
Massimo Caccia, Lucas Caccia, William Fedus, Hugo Larochelle, Joelle Pineau, Laurent Charlin
[paper]
Adversarial Text Generation Without Reinforcement Learning
David Donahue, Anna Rumshisky
[paper]
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra
[paper]
SALSA-TEXT : self attentive latent space based adversarial text generation
Jules Gagnon-Marchand, Hamed Sadeghi, Md. Akmal Haidar, Mehdi Rezagholizadeh
[paper]
Adversarial Text Generation via Feature-Mover's Distance
Liqun Chen, Shuyang Dai, Chenyang Tao, Dinghan Shen, Zhe Gan, Haichao Zhang, Yizhe Zhang, Lawrence Carin
[paper]
Spherical Latent Spaces for Stable Variational Autoencoders (EMNLP2018)
Jiacheng Xu, Greg Durrett
[paper]
[code]
Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents
Ganbin Zhou, Rongyu Cao, Xiang Ao, Ping Luo, Fen Lin, Leyu Lin, Qing He
[paper]
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning (ACL2018)
Julia Kreutzer, Joshua Uyheng, Stefan Riezler
[paper]
Finding Syntax in Human Encephalography with Beam Search (ACL2018)
John Hale, Chris Dyer, Adhiguna Kuncoro, Jonathan R. Brennan
[paper]
Dictionary-Guided Editing Networks for Paraphrase Generation
Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
[paper]
Context-Aware Neural Machine Translation Learns Anaphora Resolution (ACL2018)
Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov
[paper]
Planning, Inference and Pragmatics in Sequential Language Games (TACL2018)
Fereshte Khani, Noah D. Goodman, Percy Liang
[paper]
A Graph-to-Sequence Model for AMR-to-Text Generation (ACL2018)
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea
[paper]
Towards Diverse Text Generation with Inverse Reinforcement Learning (IJCAI2018)
Zhan Shi, Xinchi Chen, Xipeng Qiu, Xuanjing Huang
[paper]
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer (NAACL2018)
Juncen Li, Robin Jia, He He, Percy Liang
[paper]
Neural Text Generation: Past, Present and Beyond
Sidi Lu, Yaoming Zhu, Weinan Zhang, Jun Wang, Yong Yu
[paper]
Adaptive Memory Networks
Daniel Li, Asim Kadav
[paper]
Anchors: High-Precision Model-Agnostic Explanations (AAAI2018)
[paper]
MaskGAN: Better Text Generation via Filling in the ______ (ICLR2018 submitted)
William Fedus, Ian Goodfellow, Andrew M. Dai
[paper]
Table-to-text Generation by Structure-aware Seq2seq Learning (AAAI2018)
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui
[paper]
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory(AAAI2018)
Hao Zhou, Minlie Huang, Tianyang Zhang, Xiaoyan Zhu, Bing Liu
[paper]
Emergence of Grounded Compositional Language in Multi-Agent Populations (AAAI2018)
Igor Mordatch, Pieter Abbeel
[paper]
A Deep Generative Framework for Paraphrase Generation (AAAI2018)
Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai
[paper]
Long Text Generation via Adversarial Training with Leaked Information (AAAI2018)
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Jun Wang, Yong Yu
[paper]
Generating Disambiguating Paraphrases for Structurally Ambiguous Sentences
[paper]
Language Generation with Recurrent Generative Adversarial Networks without Pre-training
Ofir Press, Amir Bar, Ben Bogin, Jonathan Berant, Lior Wolf
[paper]
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
Albert Gatt, Emiel Krahmer
[paper]
A User-Study on Online Adaptation of Neural Machine Translation to Human Post-Edits
[paper]
Character-Level Language Modeling with Recurrent Highway Hypernetworks
[paper]]
Breaking the Softmax Bottleneck: A High-Rank RNN Language Model
Zhilin Yang, Zihang Dai, Ruslan Salakhutdinov, William W. Cohen
[paper]
Controllable Abstractive Summarization
Angela Fan, David Grangier, Michael Auli
[paper]
QuickEdit: Editing Text & Translations via Simple Delete Actions
David Grangier, Michael Auli
[paper]
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation
Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kuehnberger, Luis C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha
[paper]
ニューラル機械翻訳の動向@IBIS2017
[slide]]
Non-Autoregressive Neural Machine Translation
Jiatao Gu, James Bradbury, Caiming Xiong, Victor O.K. Li, Richard Socher
[paper]
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick
[paper]
Generating Natural Adversarial Examples
Zhengli Zhao, Dheeru Dua, Sameer Singh
[paper]
Paraphrase Generation with Deep Reinforcement Learning
Zichao Li, Xin Jiang, Lifeng Shang, Hang Li
[paper]
Deconvolutional Paragraph Representation Learning
Yizhe Zhang, Dinghan Shen, Guoyin Wang, Zhe Gan, Ricardo Henao, Lawrence Carin
[paper]
[introduce]
Long Text Generation via Adversarial Training with Leaked Information
Jiaxian Guo, Sidi Lu, Han Cai, Weinan Zhang, Yong Yu, Jun Wang
[paper]
Generating Sentences by Editing Prototypes
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang
[paper]
The strange geometry of skip-gram with negative sampling [paper]
An Optimality Proof for the PairDiff operator for Representing Relations between Words
Huda Hakami, Kohei Hayashi, Danushka Bollegala
[paper]
Adversarial Examples for Evaluating Reading Comprehension Systems
[paper]