First-Step Advantage: Importance of Starting Right in Multi-Step Math
Reasoning

First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning

14 November 2023

Kushal Kumar Jain

Papers citing "First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning"

8 / 8 papers shown

Title
UNDO: Understanding Distillation as Optimization Kushal Kumar Jain Piyushi Goyal Kumar Shridhar 41 0 0 03 Apr 2025
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning Shivam Adarsh Kumar Shridhar Caglar Gulcehre Nicholas Monath Mrinmaya Sachan LRM 29 2 0 24 Oct 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 52 109 0 09 May 2024
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 131 438 0 13 Mar 2024
Paloma: A Benchmark for Evaluating Language Model Fit Ian H. Magnusson Akshita Bhagia Valentin Hofmann Luca Soldaini A. Jha ... Iz Beltagy Hanna Hajishirzi Noah A. Smith Kyle Richardson Jesse Dodge 134 21 0 16 Dec 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 220 503 0 03 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 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 341 3,314 0 21 Mar 2022