Recent Advances in Neural Text Generation: A Task-Agnostic Survey

6 March 2022

Papers citing "Recent Advances in Neural Text Generation: A Task-Agnostic Survey"

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Title
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation Hongbo Zhang Chen Tang Tyler Loakman Chenghua Lin Stefan Goetze 68 9 0 10 May 2023
Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics Hen-Hsen Huang Chen Tang Tyler Loakman Frank Guerin Chenghua Lin 50 12 0 19 Oct 2022
Generation Challenges: Results of the Accuracy Evaluation Shared Task Craig Thomson Ehud Reiter 54 19 0 12 Aug 2021
Does Knowledge Distillation Really Work? Samuel Stanton Pavel Izmailov Polina Kirichenko Alexander A. Alemi A. Wilson FedML 69 220 0 10 Jun 2021
AGGGEN: Ordering and Aggregating while Generating Xinnuo Xu Ondrej Dusek Verena Rieser Ioannis Konstas 46 15 0 10 Jun 2021
The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity David Gros Yu Li Zhou Yu DeLMO 54 20 0 04 Jun 2021
Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation Tatsuya Ide Daisuke Kawahara 40 27 0 25 May 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation Xiao Pan Mingxuan Wang Liwei Wu Lei Li 75 206 0 20 May 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence Jian Guan Xiaoxi Mao Changjie Fan Zitao Liu Wenbiao Ding Minlie Huang AuLLM 92 81 0 19 May 2021
OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics Jian Guan Zhexin Zhang Zhuoer Feng Zitao Liu Wenbiao Ding Xiaoxi Mao Changjie Fan Minlie Huang 72 61 0 19 May 2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation Pietro Liguori Erfan Al-Hossami Domenico Cotroneo R. Natella B. Cukic Samira Shaikh 69 27 0 27 Apr 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation Weizhen Qi Yeyun Gong Yu Yan Can Xu Bolun Yao ... Daxin Jiang Jiusheng Chen Ruofei Zhang Houqiang Li Nan Duan 46 52 0 16 Apr 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 129 766 0 10 Mar 2021
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 53 46 0 06 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 308 286 0 02 Feb 2021
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao Bihan Wen Qian Wang AAML 121 489 0 02 Feb 2021
AraGPT2: Pre-Trained Transformer for Arabic Language Generation Wissam Antoun Fady Baly Hazem M. Hajj VLM 51 105 0 31 Dec 2020
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 199 679 0 28 Dec 2020
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling Yixin Nie Mary Williamson Joey Tianyi Zhou Douwe Kiela Jason Weston 63 83 0 24 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 63 109 0 05 Dec 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 50 7 0 15 Nov 2020
Robust Pre-Training by Adversarial Contrastive Learning Ziyu Jiang Tianlong Chen Ting-Li Chen Zhangyang Wang 96 233 0 26 Oct 2020
Adding Chit-Chat to Enhance Task-Oriented Dialogues Kai Sun Seungwhan Moon Paul A. Crook Stephen Roller Becka Silvert Bing-Quan Liu Zhiguang Wang Honglei Liu Eunjoon Cho Claire Cardie 113 70 0 24 Oct 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 52 38 0 23 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary Mohammad Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 75 128 0 02 Oct 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji Pei Ke Shaohan Huang Furu Wei Xiaoyan Zhu Minlie Huang ReLM LRM 55 114 0 24 Sep 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 54 77 0 20 Sep 2020
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan Minlie Huang 59 70 0 16 Sep 2020
Controlling Dialogue Generation with Semantic Exemplars Prakhar Gupta Jeffrey P. Bigham Yulia Tsvetkov Amy Pavel 127 39 0 20 Aug 2020
Glancing Transformer for Non-Autoregressive Neural Machine Translation Lihua Qian Hao Zhou Yu Bao Mingxuan Wang Lin Qiu Weinan Zhang Yong Yu Lei Li 89 158 0 18 Aug 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 108 386 0 26 Jun 2020
ClarQ: A large-scale and diverse dataset for Clarification Question Generation Vaibhav Kumar A. Black 33 42 0 10 Jun 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 81 164 0 03 May 2020
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation Shikib Mehri M. Eskénazi 65 224 0 01 May 2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking Hannah Rashkin Asli Celikyilmaz Yejin Choi Jianfeng Gao 54 153 0 30 Apr 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 95 367 0 29 Apr 2020
Going in circles is the way forward: the role of recurrence in visual inference R. S. V. Bergen N. Kriegeskorte 55 82 0 26 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 359 1,487 0 18 Mar 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 71 139 0 18 Feb 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 72 366 0 14 Feb 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 61 247 0 15 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 85 450 0 13 Jan 2020
SemEval-2017 Task 4: Sentiment Analysis in Twitter Sara Rosenthal N. Farra Preslav Nakov VLM 92 798 0 02 Dec 2019
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li Stephen Roller Ilia Kulikov Sean Welleck Y-Lan Boureau Kyunghyun Cho Jason Weston 75 183 0 10 Nov 2019
A Reinforced Generation of Adversarial Examples for Neural Machine Translation Wei Zou Shujian Huang Jun Xie Xinyu Dai Jiajun Chen AAML SILM 61 26 0 09 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 176 1,524 0 01 Nov 2019
Unsupervised Context Rewriting for Open Domain Conversation Kun Zhou Kai Zhang Yu Wu Shujie Liu Jingsong Yu LRM 62 29 0 18 Oct 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 171 598 0 05 Sep 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow Xuezhe Ma Chunting Zhou Xian Li Graham Neubig Eduard H. Hovy AI4TS BDL 51 191 0 05 Sep 2019
Multi-Task Learning with Language Modeling for Question Generation Wenjie Zhou Minghua Zhang Yunfang Wu 57 32 0 30 Aug 2019