Challenges in Data-to-Document Generation

25 July 2017

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

50 / 313 papers shown

Title
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints Aden Haussmann LMTD 57 0 0 29 Mar 2025
Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models Jie He Bo Peng Yi-Lun Liao Qun Liu Deyi Xiong 58 8 0 06 Mar 2025
DataTales: A Benchmark for Real-World Intelligent Data Narration Yajing Yang Qian Liu Min-Yen Kan 28 0 0 23 Oct 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 53 0 0 22 Oct 2024
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model Daehee Kim Deokhyung Kang Sangwon Ryu Gary Geunbae Lee 32 1 0 11 Sep 2024
DocTabQA: Answering Questions from Long Documents Using Tables Haochen Wang Kai Hu Haoyu Dong Liangcai Gao RALM LMTD 16 3 0 21 Aug 2024
Analysis of Plan-based Retrieval for Grounded Text Generation Ameya Godbole Nicholas Monath Seungyeon Kim A. S. Rawat Andrew McCallum Manzil Zaheer RALM 43 2 0 20 Aug 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 39 9 0 19 Jul 2024
Is this a bad table? A Closer Look at the Evaluation of Table Generation from Text Pritika Ramu Aparna Garimella Sambaran Bandyopadhyay LMTD 39 1 0 21 Jun 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization Kwangwook Seo Jinyoung Yeo Dongha Lee ReLM LMTD LRM 29 1 0 18 Jun 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives Yebowen Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang Wenlin Yao H. Foroosh Dong Yu Fei Liu 45 6 0 17 Jun 2024
Facts-and-Feelings: Capturing both Objectivity and Subjectivity in Table-to-Text Generation Tathagata Dey Pushpak Bhattacharyya 23 0 0 15 Jun 2024
Multimodal Table Understanding Mingyu Zheng Xinwei Feng Q. Si Qiaoqiao She Zheng-Shen Lin Wenbin Jiang Weiping Wang LMTD VLM 45 14 0 12 Jun 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables Chaoxu Pang Yixuan Cao Chunhao Yang Ping Luo RALM LMTD 41 3 0 06 Jun 2024
CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models Haoxiang Shi Jiaan Wang Jiarong Xu Cen Wang Tetsuya Sakai LMTD 28 0 0 20 May 2024
SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation Ziyao Xu Houfeng Wang 23 2 0 17 May 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction Zheye Deng Chunkit Chan Weiqi Wang Yuxi Sun Wei Fan Tianshi Zheng Yauwai Yim Yangqiu Song LMTD RALM 40 9 0 22 Apr 2024
On the Limitations of Large Language Models (LLMs): False Attribution Tosin P. Adewumi Nudrat Habib Lama Alkhaled Elisa Barney HILM 34 7 0 06 Apr 2024
Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo Barkavi Sundararajan S. Sripada Ehud Reiter LMTD 34 1 0 05 Apr 2024
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation Jifan Yu Xiaohan Zhang Yifan Xu Xuanyu Lei Zijun Yao Jing Zhang Lei Hou Juanzi Li HILM 38 1 0 04 Apr 2024
Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation Liam Cripwell Joël Legrand Claire Gardent 21 3 0 04 Apr 2024
gTBLS: Generating Tables from Text by Conditional Question Answering Anirudh S. Sundar Christopher Richardson Larry Heck LMTD 30 6 0 21 Mar 2024
An Entropy-based Text Watermarking Detection Method Yijian Lu Aiwei Liu Dianzhi Yu Jingjing Li Irwin King WaLM 31 31 0 20 Mar 2024
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization Mengsha Liu Daoyuan Chen Yaliang Li Guian Fang Ying Shen 38 18 0 17 Mar 2024
Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation Francois Meyer Jan Buys 27 2 0 12 Mar 2024
WikiTableEdit: A Benchmark for Table Editing by Natural Language Instruction Zheng Li Xiang Chen Xiaojun Wan LMTD KELM 19 1 0 05 Mar 2024
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections Lingjun Zhao Khanh Nguyen Hal Daumé 37 1 0 26 Feb 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs Yebowen Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang H. Foroosh Dong Yu Fei Liu 23 8 0 15 Feb 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 60 29 0 02 Feb 2024
Towards Trustable Language Models: Investigating Information Quality of Large Language Models Rick Rejeleene Xiaowei Xu John R. Talburt HILM 26 2 0 23 Jan 2024
Self-training from Self-memory in Data-to-text Generation Hoang-Thang Ta 23 0 0 19 Jan 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 33 8 0 18 Jan 2024
AI Hallucinations: A Misnomer Worth Clarifying Negar Maleki Balaji Padmanabhan Kaushik Dutta 28 34 0 09 Jan 2024
Prompting Datasets: Data Discovery with Conversational Agents Johanna Walker Elisavet Koutsiana Joe Massey Gefion Thuermer Elena Simperl 31 2 0 15 Dec 2023
Towards Controlled Table-to-Text Generation with Scientific Reasoning Zhixin Guo Jianping Zhou Jiexing Qi Mingxuan Yan Ziwei He Guanjie Zheng Zhouhan Lin Xinbing Wang Cheng Zhou LMTD 19 4 0 08 Dec 2023
Compositional Generalization for Data-to-Text Generation Xinnuo Xu Ivan Titov Mirella Lapata 26 2 0 05 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Shafiq R. Joty ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
PixT3: Pixel-based Table-To-Text Generation Iñigo Alonso Eneko Agirre Mirella Lapata LMTD 27 5 0 16 Nov 2023
Towards Verifiable Text Generation with Symbolic References Lucas Torroba Hennigen Zejiang Shen Aniruddha Nrusimha Bernhard Gapp David Sontag Yoon Kim 25 10 0 15 Nov 2023
TLM: Token-Level Masking for Transformers Yangjun Wu Kebin Fang Dongxian Zhang Han Wang Hao Zhang Gang Chen 23 1 0 28 Oct 2023
Automatic Logical Forms improve fidelity in Table-to-Text generation Iñigo Alonso Eneko Agirre LMTD 22 3 0 26 Oct 2023
Hallucination Detection for Grounded Instruction Generation Lingjun Zhao Khanh Nguyen Hal Daumé HILM 39 7 0 23 Oct 2023
Fine-grained Conversational Decoding via Isotropic and Proximal Search Yuxuan Yao Han Wu Qiling Xu Linqi Song 22 1 0 12 Oct 2023
Effective Distillation of Table-based Reasoning Ability from LLMs Bohao Yang Chen Tang Kangning Zhao Chenghao Xiao Chenghua Lin LRM 29 22 0 22 Sep 2023
Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation Masato Mita Soichiro Murakami Akihiko Kato Peinan Zhang 26 2 0 21 Sep 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data? Xiangru Tang Yiming Zong Jason Phang Yilun Zhao Wangchunshu Zhou Arman Cohan Mark B. Gerstein LMTD ELM ALM 42 8 0 16 Sep 2023
Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization Helena Bonaldi Giuseppe Attanasio Debora Nozza Marco Guerini 20 6 0 05 Sep 2023
An xAI Approach for Data-to-Text Processing with ASP A. D. Palù A. Dovier Andrea Formisano 17 3 0 30 Aug 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Zhao Cao Ji-Rong Wen 29 2 0 30 Aug 2023
Document Automation Architectures: Updated Survey in Light of Large Language Models Mohammad Ahmadi Achachlouei Omkar Patil Tarun Joshi V. Nair VLM AI4CE 31 2 0 18 Aug 2023