Plan-then-Generate: Controlled Data-to-Text Generation via Planning

31 August 2021

Papers citing "Plan-then-Generate: Controlled Data-to-Text Generation via Planning"

48 / 48 papers shown

Title
Table-to-Text Generation with Pretrained Diffusion Models Aleksei S. Krylov Oleg D. Somov 40 1 0 10 Sep 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 45 8 0 19 Jul 2024
Satyrn: A Platform for Analytics Augmented Generation Marko Sterbentz Cameron Barrie Shubham Shahi Abhratanu Dutta Donna Hooshmand Harper Pack Kristian J. Hammond 36 0 0 17 Jun 2024
Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo Barkavi Sundararajan S. Sripada Ehud Reiter LMTD 40 1 0 05 Apr 2024
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 30 2 0 10 Mar 2024
A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation Phillip Schneider Manuel Klettner Elena Simperl Florian Matthes 16 6 0 02 Feb 2024
Self-training from Self-memory in Data-to-text Generation Hoang-Thang Ta 23 0 0 19 Jan 2024
Inroads to a Structured Data Natural Language Bijection and the role of LLM annotation Blake Vente 26 0 0 14 Jan 2024
Unifying Structured Data as Graph for Data-to-Text Pre-Training Shujie Li Liang Li Ruiying Geng Min Yang Binhua Li ... Wanwei He Shao Yuan Can Ma Fei Huang Yongbin Li LMTD 38 14 0 02 Jan 2024
Compositional Generalization for Data-to-Text Generation Xinnuo Xu Ivan Titov Mirella Lapata 35 2 0 05 Dec 2023
PixT3: Pixel-based Table-To-Text Generation Iñigo Alonso Eneko Agirre Mirella Lapata LMTD 29 5 0 16 Nov 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 46 13 0 16 Nov 2023
Automatic Logical Forms improve fidelity in Table-to-Text generation Iñigo Alonso Eneko Agirre LMTD 22 3 0 26 Oct 2023
Toward Unified Controllable Text Generation via Regular Expression Instruction Xin Zheng Hongyu Lin Xianpei Han Le Sun 57 4 0 19 Sep 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 Bo Zhao Ji-Rong Wen 29 2 0 30 Aug 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text Tahsina Hashem Weiqing Wang Derry Wijaya Mohammed Eunus Ali Yuan-Fang Li 29 3 0 12 Aug 2023
You Can Generate It Again: Data-to-text Generation with Verification and Correction Prompting Xuan Ren Lingqiao Liu 19 3 0 28 Jun 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning Wenjun Hou Kaishuai Xu Yi Cheng Wenjie Li Jiangming Liu 24 33 0 10 Jun 2023
Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control Yunzhe Li Qian Chen Weixiang Yan Wen Wang Qinglin Zhang Hari Sundaram 30 3 0 23 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 57 5 0 19 May 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 37 20 0 09 May 2023
Stylized Data-to-Text Generation: A Case Study in the E-Commerce Domain Liqiang Jing Xuemeng Song Xuming Lin Zhongzhou Zhao Wei Zhou Liqiang Nie 33 14 0 05 May 2023
Controlling keywords and their positions in text generation Yuichi Sasazawa Terufumi Morishita Hiroaki Ozaki Osamu Imaichi Yasuhiro Sogawa 24 2 0 19 Apr 2023
Adapting Knowledge for Few-shot Table-to-Text Generation Zhixin Guo Min Yan Jiexing Qi Jianping Zhou Ziwei He Guanjie Zheng Xinbing Wang VLM LMTD 31 2 0 24 Feb 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 22 16 0 23 Feb 2023
Improving User Controlled Table-To-Text Generation Robustness Hanxu Hu Yunqing Liu Zhongyi Yu Laura Perez-Beltrachini 14 5 0 20 Feb 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Binhua Li Yongbin Li LMTD 33 2 0 10 Feb 2023
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization Zhixin Guo Minyxuan Yan Jiexing Qi Jianping Zhou Ziwei He Zhouhan Lin Guanjie Zheng Xinbing Wang LMTD VLM 24 3 0 09 Feb 2023
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control Yilun Zhao Zhenting Qi Linyong Nan Lorenzo Jaime Yu Flores Dragomir R. Radev LMTD 28 18 0 06 Feb 2023
Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework Zhenyu Li Xiuxing Li Sunqi Fan Jianyong Wang LMTD 36 4 0 20 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Joey Tianyi Zhou Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 25 10 0 16 Dec 2022
Plug-and-Play Recipe Generation with Content Planning Yinhong Liu Yixuan Su Ehsan Shareghi Nigel Collier 24 5 0 09 Dec 2022
Lexical Complexity Controlled Sentence Generation Jinran Nie Liner Yang Cheng Yun Cunliang Kong Junhui Zhu Erhong Yang 14 1 0 26 Nov 2022
Automatic Generation of Socratic Subquestions for Teaching Math Word Problems Kumar Shridhar Jakub Macina Mennatallah El-Assady Tanmay Sinha Manu Kapur Mrinmaya Sachan AIMat 41 46 0 23 Nov 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 27 8 0 23 Aug 2022
High Recall Data-to-text Generation with Progressive Edit C. Kim G. G. Lee DiffM 10 0 0 09 Aug 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 46 24 0 24 Jun 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
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 53 97 0 05 May 2022
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation Anthony Colas Mehrdad Alvandipour D. Wang 25 23 0 13 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 16 33 0 30 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 Chenyu You 27 136 0 12 Mar 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 79 2,248 0 08 Feb 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 37 297 0 16 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 52 215 0 14 Jan 2022
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 44 32 0 15 Oct 2021
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 150 192 0 29 Sep 2021
Few-Shot Table-to-Text Generation with Prototype Memory Yixuan Su Zaiqiao Meng Simon Baker Nigel Collier 36 32 0 27 Aug 2021