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Toward Controlled Generation of Text

2 March 2017

Xiaodan Liang

Papers citing "Toward Controlled Generation of Text"

50 / 562 papers shown

Title
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data Han Guo Bowen Tan Zhengzhong Liu Eric P. Xing Zhiting Hu OffRL 92 35 0 14 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 116 178 0 14 Jun 2021
Labeled Data Generation with Inexact Supervision Enyan Dai Kai Shu Yiwei Sun Suhang Wang 52 4 0 08 Jun 2021
Counterfactual Maximum Likelihood Estimation for Training Deep Networks Xinyi Wang Wenhu Chen Michael Stephen Saxon Wenjie Wang OOD CML BDL 104 8 0 07 Jun 2021
Progressive Open-Domain Response Generation with Multiple Controllable Attributes Haiqing Yang Xiaoyuan Yao Yiqun Duan Jianping Shen Jie Zhong Kun Zhang 46 11 0 07 Jun 2021
Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction Wei Wei Jiayi Liu Xian-Ling Mao G. Guo Feida Zhu Pan Zhou Yuchong Hu 97 56 0 06 Jun 2021
Decision Transformer: Reinforcement Learning via Sequence Modeling Lili Chen Kevin Lu Aravind Rajeswaran Kimin Lee Aditya Grover Michael Laskin Pieter Abbeel A. Srinivas Igor Mordatch OffRL 194 1,667 0 02 Jun 2021
Improving Formality Style Transfer with Context-Aware Rule Injection Zonghai Yao Hong-ye Yu 89 16 0 01 Jun 2021
Data Augmentation for Text Generation Without Any Augmented Data Wei Bi Huayang Li Jiacheng Huang 65 7 0 28 May 2021
SentEmojiBot: Empathising Conversations Generation with Emojis Akhilesh Ravi A. Yadav Jainish Chauhan Jatin Dholakia Naman Jain M. Singh 126 0 0 26 May 2021
Stylized Story Generation with Style-Guided Planning Xiangzhe Kong Jialiang Huang Ziquan Tung Jian Guan Minlie Huang 111 27 0 18 May 2021
Deep Learning Models in Software Requirements Engineering Maria Naumcheva 69 5 0 17 May 2021
Cross-Modal Generative Augmentation for Visual Question Answering Zixu Wang Yishu Miao Lucia Specia 75 11 0 11 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 225 279 0 10 May 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 183 51 0 06 May 2021
Pseudo Siamese Network for Few-shot Intent Generation Congying Xia Caiming Xiong Philip Yu ViT 101 21 0 03 May 2021
SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer Jicheng Li Yang Feng Jiao Ou DiffM 66 2 0 27 Apr 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase Akhila Yerukola Mason Bretan Hongxia Jin 50 3 0 16 Apr 2021
An Empirical Study of Extrapolation in Text Generation with Scalar Control Aashi Jain Taylor Berg-Kirkpatrick 60 1 0 16 Apr 2021
From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation Jianing Zhou Hongyu Gong Srihari Venkat Nanniyur S. Bhat 42 10 0 13 Apr 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization Yufan Huang Yanzhe Zhang Jiaao Chen Xuezhi Wang Diyi Yang CLL 68 113 0 12 Apr 2021
FUDGE: Controlled Text Generation With Future Discriminators Kevin Kaichuang Yang Dan Klein 109 337 0 12 Apr 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer Yiwei Lyu Paul Pu Liang Hai Pham Eduard H. Hovy Barnabas Poczos Ruslan Salakhutdinov Louis-Philippe Morency 66 44 0 12 Apr 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models James Y. Huang Kuan-Hao Huang Kai-Wei Chang 76 21 0 11 Apr 2021
XFORMAL: A Benchmark for Multilingual Formality Style Transfer Eleftheria Briakou Di Lu Ke Zhang Joel R. Tetreault 102 58 0 08 Apr 2021
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders Maarten De Raedt Fréderic Godin Pieter Buteneers Chris Develder Thomas Demeester 37 1 0 08 Apr 2021
An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks M. Takamoto Yusuke Morishita AAML 25 1 0 08 Apr 2021
Inference Time Style Control for Summarization Shuyang Cao Lu Wang AI4TS 77 16 0 05 Apr 2021
Convex Aggregation for Opinion Summarization Hayate Iso Xiaolan Wang Yoshihiko Suhara Stefanos Angelidis W. Tan 76 35 0 03 Apr 2021
Plug-and-Blend: A Framework for Controllable Story Generation with Blended Control Codes Zhiyu Lin Mark O. Riedl 95 31 0 23 Mar 2021
Topical Language Generation using Transformers Rohola Zandie Mohammad H. Mahoor BDL 31 5 0 11 Mar 2021
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification A. Azizi I. A. Tahmid Asim Waheed Neal Mangaokar Jiameng Pu M. Javed Chandan K. Reddy Bimal Viswanath AAML 67 82 0 07 Mar 2021
Controllable and Diverse Text Generation in E-commerce Huajie Shao Jianing Wang Haohong Lin Xuezhou Zhang Aston Zhang Heng Ji Tarek Abdelzaher 103 30 0 23 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 73 68 0 04 Feb 2021
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers Leo Laugier John Pavlopoulos Jeffrey Scott Sorensen Lucas Dixon 90 48 0 01 Feb 2021
GTAE: Graph-Transformer based Auto-Encoders for Linguistic-Constrained Text Style Transfer Yukai Shi Sen Zhang Chenxing Zhou Xiaodan Liang Xiaojun Yang Liang Lin 66 8 0 01 Feb 2021
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting Hrituraj Singh Gaurav Verma Aparna Garimella Balaji Vasan Srinivasan DiffM 34 6 0 28 Jan 2021
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification Manoj Kumar Varun Kumar Hadrien Glaude Cyprien delichy Aman Alok Rahul Gupta VLM 80 18 0 28 Jan 2021
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs Kuan-Hao Huang Kai-Wei Chang 225 70 0 26 Jan 2021
Generating a Doppelganger Graph: Resembling but Distinct Yuliang Ji Ru Huang Jie Chen Yuanzhe Xi 55 2 0 23 Jan 2021
Data-to-text Generation by Splicing Together Nearest Neighbors Sam Wiseman A. Backurs K. Stratos 88 9 0 20 Jan 2021
Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach Ashish Sharma Inna Wanyin Lin Adam S. Miner David C. Atkins Tim Althoff AI4MH 118 149 0 19 Jan 2021
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation Fan Yang Ninghao Liu Mengnan Du X. Hu OOD 53 17 0 18 Jan 2021
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 107 61 0 04 Jan 2021
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen 99 12 0 04 Jan 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou Tao Ge Canwen Xu Ke Xu Furu Wei LRM 83 16 0 02 Jan 2021
Deep Graph Generators: A Survey Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 117 58 0 31 Dec 2020
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration Weiyan Shi Yu Li Saurav Sahay Zhou Yu OffRL 184 29 0 31 Dec 2020
Can You be More Social? Injecting Politeness and Positivity into Task-Oriented Conversational Agents Yi-Chia Wang Alexandros Papangelis Runze Wang Zhaleh Feizollahi Gokhan Tur Robert E. Kraut 27 8 0 29 Dec 2020
Contextual Temperature for Language Modeling Pei-Hsin Wang Sheng-Iou Hsieh Shih-Chieh Chang Yu-Ting Chen Jia-Yu Pan Wei Wei Da-Chang Juan 70 27 0 25 Dec 2020