Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward
Reasoning in Math Word Problems

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Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems

3 October 2023

Dinesh Khandelwal

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Papers citing "Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems"

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Title
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning Joykirat Singh A. Nambi Vibhav Vineet LRM 97 6 0 16 Jun 2024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers Qintong Li Leyang Cui Xueliang Zhao Lingpeng Kong Wei Bi LRM 117 62 0 29 Feb 2024
Large Language Models for Mathematical Reasoning: Progresses and Challenges Janice Ahn Rishu Verma Renze Lou Di Liu Rui Zhang Wenpeng Yin LRM 143 146 0 31 Jan 2024
Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions Pengfei Hong Navonil Majumder Deepanway Ghosal Somak Aditya Rada Mihalcea Soujanya Poria LRM 99 5 0 17 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 72 5 0 10 Jan 2024
Establishing Performance Baselines in Fine-Tuning, Retrieval-Augmented Generation and Soft-Prompting for Non-Specialist LLM Users Jennifer Dodgson Nanzheng Lin Julian Peh Akira Rafhael Janson Pattirane Alfath Daryl Alhajir Eko Ridho Dinarto Joseph Lim Syed Danyal Ahmad RALM 96 8 0 10 Nov 2023