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

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"

12 / 12 papers shown

Title
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 37 9 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
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 32 20 0 09 May 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 11 18 0 06 Feb 2023
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Mohit Bansal Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 22 10 0 16 Dec 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 46 97 0 05 May 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 Shafiq R. Joty 19 135 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 49 2,234 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 28 297 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 40 213 0 14 Jan 2022