Challenges in Data-to-Document Generation

25 July 2017

Papers citing "Challenges in Data-to-Document Generation"

50 / 313 papers shown

Title
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 59 47 0 01 Jul 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code Sebastian Gehrmann Abhik Bhattacharjee Abinaya Mahendiran Alex Jinpeng Wang Alexandros Papangelis ... Yacine Jernite Yi Xu Yisi Sang Yixin Liu Yufang Hou 47 38 0 22 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
STable: Table Generation Framework for Encoder-Decoder Models Michal Pietruszka M. Turski Łukasz Borchmann Tomasz Dwojak Gabriela Pałka Karolina Szyndler Dawid Jurkiewicz Lukasz Garncarek LMTD 33 17 0 08 Jun 2022
On the Usefulness of Embeddings, Clusters and Strings for Text Generator Evaluation Tiago Pimentel Clara Meister Ryan Cotterell 48 7 0 31 May 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 26 21 0 25 May 2022
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators Rilwan A. Adewoyin Ritabrata Dutta Yulan He 21 2 0 25 May 2022
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
Diversity Enhanced Table-to-Text Generation via Type Control Yotam Perlitz L. Ein-Dor D. Sheinwald Noam Slonim Michal Shmueli-Scheuer 10 0 0 22 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 25 47 0 08 May 2022
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue Nouha Dziri Ehsan Kamalloo Sivan Milton Osmar Zaiane Mo Yu E. Ponti Siva Reddy HILM 26 87 0 22 Apr 2022
On the Ethical Considerations of Text Simplification Sian Gooding 24 25 0 20 Apr 2022
Logical Inference for Counting on Semi-structured Tables Tomoya Kurosawa Hitomi Yanaka LMTD 24 2 0 16 Apr 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias Nayeon Lee Yejin Bang Tiezheng Yu Andrea Madotto Pascale Fung 25 24 0 11 Apr 2022
DISK: Domain-constrained Instance Sketch for Math Word Problem Generation Tianyang Cao Shuang Zeng Xiaodan Xu Mairgup Mansur Baobao Chang 19 2 0 10 Apr 2022
Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study Serra Sinem Tekiroğlu Helena Bonaldi Margherita Fanton Marco Guerini 24 43 0 04 Apr 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation Shashi Narayan Gonccalo Simoes Yao-Min Zhao Joshua Maynez Dipanjan Das Michael Collins Mirella Lapata 29 30 0 28 Mar 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 33 0 0 23 Mar 2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara Rixie Tiffany Ko Leong Xiang Lin Ahmed Masry Megh Thakkar Enamul Hoque Shafiq R. Joty 25 135 0 12 Mar 2022
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Aman Kumar Himani Shrotriya P. Sahu Raj Dabre Ratish Puduppully Anoop Kunchukuttan Amogh Mishra Mitesh M. Khapra Pratyush Kumar 40 38 0 10 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua-Hong Wu HILM 21 27 0 10 Mar 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 56 21 0 28 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 69 183 0 14 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 52 2,243 0 08 Feb 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 65 64 0 24 Jan 2022
Measuring Attribution in Natural Language Generation Models Hannah Rashkin Vitaly Nikolaev Matthew Lamm Lora Aroyo Michael Collins Dipanjan Das Slav Petrov Gaurav Singh Tomar Iulia Turc David Reitter 39 173 0 23 Dec 2021
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 20 3 0 20 Dec 2021
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics Ximing Lu Sean Welleck Peter West Liwei Jiang Jungo Kasai ... Lianhui Qin Youngjae Yu Rowan Zellers Noah A. Smith Yejin Choi 11 158 0 16 Dec 2021
FRUIT: Faithfully Reflecting Updated Information in Text Robert L Logan IV Alexandre Passos Sameer Singh Ming-Wei Chang KELM 29 40 0 16 Dec 2021
Long-range and hierarchical language predictions in brains and algorithms Charlotte Caucheteux Alexandre Gramfort J. King 20 22 0 28 Nov 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 112 20 0 11 Nov 2021
GenNI: Human-AI Collaboration for Data-Backed Text Generation Hendrik Strobelt J. Kinley Robert Krueger Johanna Beyer Hanspeter Pfister Alexander M. Rush 23 23 0 19 Oct 2021
Open Domain Question Answering with A Unified Knowledge Interface Kaixin Ma Hao Cheng Xiaodong Liu Eric Nyberg Jianfeng Gao RALM 145 38 0 16 Oct 2021
Jurassic is (almost) All You Need: Few-Shot Meaning-to-Text Generation for Open-Domain Dialogue Lena Reed Cecilia Li Angela Ramirez Liren Wu M. Walker 28 7 0 15 Oct 2021
Truth-Conditional Captioning of Time Series Data Harsh Jhamtani Taylor Berg-Kirkpatrick AI4TS 35 7 0 05 Oct 2021
Document Automation Architectures and Technologies: A Survey Mohammad Ahmadi Achachlouei Omkar Patil Tarun Joshi V. Nair AI4CE 20 6 0 23 Sep 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B. Sai Tanay Dixit D. Y. Sheth S. Mohan Mitesh M. Khapra AAML 113 57 0 13 Sep 2021
Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna Jeffrey P. Bigham Zachary Chase Lipton 22 35 0 10 Sep 2021
Towards Natural Language Interfaces for Data Visualization: A Survey Leixian Shen Enya Shen Yuyu Luo Xiaocong Yang Xuming Hu Xiongshuai Zhang Zhiwei Tai Jianmin Wang 29 137 0 08 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 30 54 0 06 Sep 2021
Biomedical Data-to-Text Generation via Fine-Tuning Transformers Ruslan Yermakov Nicholas Drago Angelo Ziletti MedIm 32 13 0 03 Sep 2021
Few-Shot Table-to-Text Generation with Prototype Memory Yixuan Su Zaiqiao Meng Simon Baker Nigel Collier 31 32 0 27 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 27 41 0 27 Aug 2021
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System Xinran Zhang Maosong Sun Jiafeng Liu Xiaobing Li 34 2 0 27 Aug 2021
Table Caption Generation in Scholarly Documents Leveraging Pre-trained Language Models Junjie H. Xu Kohei Shinden Makoto P. Kato LMTD 17 5 0 18 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 15 84 0 15 Aug 2021
Generation Challenges: Results of the Accuracy Evaluation Shared Task Craig Thomson Ehud Reiter 22 18 0 12 Aug 2021
Kori: Interactive Synthesis of Text and Charts in Data Documents Shahid Latif Zhengzhong Zhou Yoon Kim Fabian Beck N. Kim 6 61 0 09 Aug 2021
Underreporting of errors in NLG output, and what to do about it Emiel van Miltenburg Miruna Clinciu Ondrej Dusek Dimitra Gkatzia Stephanie Inglis ... Saad Mahamood Emma Manning S. Schoch Craig Thomson Luou Wen 27 38 0 02 Aug 2021
Logic-Consistency Text Generation from Semantic Parses Chang Shu Yusen Zhang Xiangyu Dong Peng Shi Tao Yu Rui Zhang 30 34 0 02 Aug 2021