SCREWS: A Modular Framework for Reasoning with Revisions

SCREWS: A Modular Framework for Reasoning with Revisions

20 September 2023

Benjamin Van Durme

Papers citing "SCREWS: A Modular Framework for Reasoning with Revisions"

18 / 18 papers shown

Title
EMAFusion: A Self-Optimizing System for Seamless LLM Selection and Integration Soham Shah Kumar Shridhar Surojit Chatterjee Souvik Sen 32 0 0 14 Apr 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 40 0 0 22 Mar 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 71 12 0 03 Jan 2025
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks Rongxing Liu Kumar Shridhar Manish Prajapat Patrick Xia Mrinmaya Sachan LLMAG LRM 23 3 0 21 Oct 2024
LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints Thomas Palmeira Ferraz Kartik Mehta Yu-Hsiang Lin Haw-Shiuan Chang Shereen Oraby Sijia Liu Vivek Subramanian Tagyoung Chung Mohit Bansal Nanyun Peng 48 7 0 09 Oct 2024
Mirror-Consistency: Harnessing Inconsistency in Majority Voting Siyuan Huang Zhiyuan Ma Jintao Du Changhua Meng Weiqiang Wang Zhouhan Lin LRM 24 3 0 07 Oct 2024
Calibrating Large Language Models with Sample Consistency Qing Lyu Kumar Shridhar Chaitanya Malaviya Li Zhang Yanai Elazar Niket Tandon Marianna Apidianaki Mrinmaya Sachan Chris Callison-Burch 36 22 0 21 Feb 2024
DeepEdit: Knowledge Editing as Decoding with Constraints Yiwei Wang Muhao Chen Nanyun Peng Kai-Wei Chang KELM 16 26 0 19 Jan 2024
PEARL: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers Sheshera Mysore Zhuoran Lu Mengting Wan Longqi Yang Steve Menezes Tina Baghaee Emmanuel Barajas Gonzalez Jennifer Neville Tara Safavi RALM 14 34 0 15 Nov 2023
The ART of LLM Refinement: Ask, Refine, and Trust Kumar Shridhar Koustuv Sinha Andrew Cohen Tianlu Wang Ping Yu Ramakanth Pasunuru Mrinmaya Sachan Jason Weston Asli Celikyilmaz LLMAG ReLM LRM 20 24 0 14 Nov 2023
First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning Kushal Kumar Jain Moritz Miller Niket Tandon Kumar Shridhar ReLM LRM 30 2 0 14 Nov 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yu Liu Bing Qin Ting Liu LRM AI4CE 16 148 0 27 Sep 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 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 297 3,163 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 315 8,261 0 28 Jan 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 245 671 0 06 Jan 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,561 0 18 Sep 2019