Neural Data-to-Text Generation with LM-based Text Augmentation

6 February 2021

Xiaoyu Shen

Papers citing "Neural Data-to-Text Generation with LM-based Text Augmentation"

25 / 25 papers shown

Title
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 67 2 0 13 Feb 2024
Evaluation Metrics for Text Data Augmentation in NLP Marcellus Amadeus William Alberto Cruz Castañeda 70 1 0 09 Feb 2024
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning Alexander Hanbo Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 65 2 0 10 Aug 2023
Learning from Multiple Sources for Data-to-Text and Text-to-Data S. Duong Alberto Lumbreras Mike Gartrell Patrick Gallinari 73 3 0 22 Feb 2023
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues Jiao Ou Jinchao Zhang Yang Feng Jie Zhou 92 13 0 30 Oct 2022
Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding Jiaxing Xu Jianbin Cui Jiangneng Li Wenge Rong Noboru Matsuda 32 1 0 06 Sep 2022
Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity Taehee Kim Chaitanya Malaviya Yiben Yang Jared Fernandez Edward Choi Jaegul Choo 50 1 0 29 Aug 2022
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 64 18 0 11 Aug 2022
Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks Yen-Ting Lin Alexandros Papangelis Seokhwan Kim Dilek Z. Hakkani-Tür 41 8 0 22 Jul 2022
Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model Chris van der Lee Thiago Castro Ferreira Chris Emmery Travis J. Wiltshire Emiel Krahmer 78 2 0 14 Jul 2022
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint Heng-Yi Wu Jingqing Zhang Julia Ive T. Li Vibhor Gupta Bingyuan Chen Yike Guo LMTD MedIm 74 2 0 24 May 2022
A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges Junyun Cui Xiaoyu Shen Feiping Nie Ziyi Wang Jinglong Wang Yulong Chen AILaw ELM 69 73 0 11 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 66 33 0 30 Mar 2022
Recent Advances in Neural Text Generation: A Task-Agnostic Survey Chen Tang Frank Guerin Chenghua Lin AI4CE OOD 119 19 0 06 Mar 2022
Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation Ao Liu Congjian Luo Naoaki Okazaki 57 4 0 12 Dec 2021
SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets Ann Yuan Daphne Ippolito Vitaly Nikolaev Chris Callison-Burch Andy Coenen Sebastian Gehrmann SyDa 190 23 0 11 Nov 2021
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Alex Marin Vera Demberg 51 9 0 14 Aug 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 66 6 0 01 Aug 2021
Time-Aware Ancient Chinese Text Translation and Inference Ernie Chang Yow-Ting Shiue Hui-Syuan Yeh Vera Demberg 73 13 0 07 Jul 2021
On Training Instance Selection for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Hui-Syuan Yeh Vera Demberg 88 42 0 07 Jul 2021
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 145 355 0 07 Jul 2021
Learning Fine-grained Fact-Article Correspondence in Legal Cases Jidong Ge Yunyun Huang Xiaoyu Shen Chuanyi Li Wei Hu AILaw 116 29 0 21 Apr 2021
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning Ernie Chang Hui-Syuan Yeh Vera Demberg 86 40 0 06 Feb 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling Ernie Chang Vera Demberg Alex Marin NoLa 80 25 0 06 Feb 2021
Data-to-text Generation by Splicing Together Nearest Neighbors Sam Wiseman A. Backurs K. Stratos 88 9 0 20 Jan 2021