MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text
Generation

MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation

16 December 2022

Swarnadeep Saha

Xinyan Velocity Yu

Ramakanth Pasunuru

Asli Celikyilmaz

Papers citing "MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation"

14 / 14 papers shown

Title
JaccDiv: A Metric and Benchmark for Quantifying Diversity of Generated Marketing Text in the Music Industry Anum Afzal Alexandre Mercier Florian Matthes 60 0 0 29 Apr 2025
Prompting for Numerical Sequences: A Case Study on Market Comment Generation Masayuki Kawarada Tatsuya Ishigaki Hiroya Takamura 27 3 0 03 Apr 2024
A Survey of Table Reasoning with Large Language Models Xuanliang Zhang Dingzirui Wang Longxu Dou Qingfu Zhu Wanxiang Che LMTD LRM 28 5 0 13 Feb 2024
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation Swarnadeep Saha Omer Levy Asli Celikyilmaz Mohit Bansal Jason Weston Xian Li MoMe 23 70 0 23 Oct 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 36 15 0 25 Jun 2023
A survey of Generative AI Applications Roberto Gozalo-Brizuela Eduardo C. Garrido-Merchán 3DV MedIm 21 80 0 05 Jun 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation Deepanway Ghosal Preksha Nema A. Raghuveer LMTD LRM 44 5 0 19 May 2023
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 46 16 0 09 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 116 197 0 06 Oct 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 48 12 0 16 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 310 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,237 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 355 8,457 0 28 Jan 2022
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 239 184 0 17 Apr 2021