Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems

11 May 2017

Papers citing "Program Induction by Rationale Generation : Learning to Solve and Explain Algebraic Word Problems"

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Title
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades Yanan Li Fanxu Meng Muhan Zhang Shiai Zhu Shangguang Wang Mengwei Xu MoMe 2 0 0 17 May 2025
Ranked Voting based Self-Consistency of Large Language Models Weiqin Wang Yile Wang Hui Huang LRM 17 0 0 16 May 2025
Practical Reasoning Interruption Attacks on Reasoning Large Language Models Yu Cui Cong Zuo SILM AAML LRM 34 0 0 10 May 2025
Crosslingual Reasoning through Test-Time Scaling Zheng-Xin Yong Muhammad Farid Adilazuarda Jonibek Mansurov Ruochen Zhang Niklas Muennighoff Carsten Eickhoff Genta Indra Winata Julia Kreutzer Stephen H. Bach Alham Fikri Aji LRM ELM 196 1 0 08 May 2025
TRAVELER: A Benchmark for Evaluating Temporal Reasoning across Vague, Implicit and Explicit References Svenja Kenneweg J. Deigmöller Philipp Cimiano Julian Eggert 53 0 0 02 May 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models Feiyang Li Peng Fang Zhan Shi Arijit Khan Fang Wang Dan Feng Weihao Wang Xin Zhang Yongjian Cui ReLM LRM 51 1 0 18 Apr 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 166 2 0 15 Apr 2025
DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding Hossein Entezari Zarch Lei Gao Chaoyi Jiang Murali Annavaram LRM 33 0 0 08 Apr 2025
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs Gejian Zhao Hanzhou Wu Xinpeng Zhang Athanasios V. Vasilakos LRM 40 1 0 08 Apr 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 58 0 0 28 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 77 11 0 14 Mar 2025
"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding Hyunbin Jin Je Won Yeom Seunghyun Bae Taesup Kim LRM ReLM 45 1 0 13 Mar 2025
Stay Focused: Problem Drift in Multi-Agent Debate Jonas Becker Lars Benedikt Kaesberg Andreas Stephan Jan Philip Wahle Terry Ruas Bela Gipp 59 1 0 26 Feb 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning Xinghao Chen Zhijing Sun Wenjin Guo Miaoran Zhang Yanjun Chen ... Hui Su Yijie Pan Dietrich Klakow Wenjie Li Xiaoyu Shen LRM 56 5 0 25 Feb 2025
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling Yiwen Ding Zhiheng Xi Wei He Zhuoyuan Li Yitao Zhai Xiaowei Shi Xunliang Cai Tao Gui Qi Zhang Xuanjing Huang LRM 77 3 0 24 Feb 2025
Is Free Self-Alignment Possible? Dyah Adila Changho Shin Yijing Zhang Frederic Sala MoMe 118 2 0 24 Feb 2025
A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics Ting-Ruen Wei Haowei Liu Xuyang Wu Yi Fang LRM AI4CE ReLM KELM 220 1 0 21 Feb 2025
Leveraging Constrained Monte Carlo Tree Search to Generate Reliable Long Chain-of-Thought for Mathematical Reasoning Qingwen Lin Boyan Xu Zijian Li Zhifeng Hao Keli Zhang Ruichu Cai LRM 52 2 0 16 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 53 0 0 04 Feb 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers Xinyu Tang Xiaolei Wang Wayne Xin Zhao Siyuan Lu Yaliang Li Ji-Rong Wen LRM 56 14 0 28 Jan 2025
BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning Beichen Zhang Yuhong Liu Xiaoyi Dong Yuhang Zang Pan Zhang Haodong Duan Yuhang Cao Dahua Lin Jize Wang LRM ReLM 61 2 0 06 Jan 2025
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap Hyunwoo Ko Guijin Son Dasol Choi RALM LRM 80 7 0 05 Jan 2025
Mathematical Language Models: A Survey Wei Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 81 12 0 03 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 110 412 0 03 Jan 2025
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... Haotian Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 50 7 0 17 Oct 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Xinfeng Li Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 54 7 0 15 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Guangyi Liu Fengting Yuchi W. Zhao Jingjing Qu Yanjie Wang Siheng Chen ALM FedML 56 0 0 15 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 69 2 0 14 Oct 2024
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning Joshua Ong Jun Leang Aryo Pradipta Gema Shay B. Cohen ReLM LRM ReCod 41 2 0 14 Oct 2024
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees Weibin Liao Xu Chu Yasha Wang LRM 48 6 0 10 Oct 2024
Subtle Errors Matter: Preference Learning via Error-injected Self-editing Kaishuai Xu Tiezheng YU Wenjun Hou Yi Cheng Chak Tou Leong Liangyou Li Xin Jiang Lifeng Shang Qun Liu Wenjie Li LRM 190 0 0 09 Oct 2024
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning Jiale Fu Yaqing Wang Simeng Han Jiaming Fan Chen Si 30 1 0 03 Oct 2024
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement Xiangyu Peng Congying Xia Xinyi Yang Caiming Xiong Chien-Sheng Wu Chen Xing LRM 48 2 0 03 Oct 2024
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models Patrick Amadeus Irawan Genta Indra Winata Samuel Cahyawijaya Ayu Purwarianti 34 0 0 23 Sep 2024
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round LLM Generation Chen Liang Zhifan Feng Zihe Liu Wenbin Jiang Jinan Xu Yufeng Chen Yong Wang LLMAG LRM 33 1 0 19 Sep 2024
Self-Harmonized Chain of Thought Ziqi Jin Wei Lu LRM 27 2 0 06 Sep 2024
From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks Andreas Stephan D. Zhu Matthias Aßenmacher Xiaoyu Shen Benjamin Roth ELM 53 4 0 06 Sep 2024
Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions Chenming Tang Zhixiang Wang Yunfang Wu Yunfang Wu LRM 34 0 0 16 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 42 10 0 27 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 79 9 0 09 Jul 2024
Retrieved In-Context Principles from Previous Mistakes Hao Sun Yong-jia Jiang Bo Wang Yingyan Hou Yan Zhang Pengjun Xie Fei Huang 63 1 0 08 Jul 2024
DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models Jiabao Pan Yan Zhang Chen Zhang Zuozhu Liu Hongwei Wang Haizhou Li LRM 37 3 0 01 Jul 2024
PORT: Preference Optimization on Reasoning Traces Salem Lahlou Abdalgader Abubaker Hakim Hacid LRM 41 2 0 23 Jun 2024
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions Yiming Tang Bin Dong 38 0 0 16 Jun 2024
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models Sree Harsha Tanneru Dan Ley Chirag Agarwal Himabindu Lakkaraju LRM 31 4 0 15 Jun 2024
LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs Arash Gholami Davoodi Seyed Pouyan Mousavi Davoudi Pouya Pezeshkpour ELM LRM 42 3 0 07 Jun 2024
Break the Chain: Large Language Models Can be Shortcut Reasoners Mengru Ding Hanmeng Liu Zhizhang Fu Jian Song Wenbo Xie Yue Zhang KELM LRM 36 7 0 04 Jun 2024
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment Yao Yao Z. Li Hai Zhao 29 5 0 30 May 2024
Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation Jiaqi Shao Tianjun Yuan Tao Lin Xuanyu Cao 50 0 0 28 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 27 3 0 24 May 2024