Large Language Models Are Reasoning Teachers

20 December 2022

Papers citing "Large Language Models Are Reasoning Teachers"

50 / 232 papers shown

Title
Large Language Models are In-context Teachers for Knowledge Reasoning Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 32 1 0 12 Nov 2023
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning Yongjin Yang Joonkee Kim Yujin Kim Namgyu Ho James Thorne Se-Young Yun 19 21 0 01 Nov 2023
Learning From Mistakes Makes LLM Better Reasoner Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou Weizhu Chen LRM 24 75 0 31 Oct 2023
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Nan He Hanyu Lai Chenyang Zhao Zirui Cheng Junting Pan ... Zhaohui Hou Zhiyuan Huang Shaoqing Lu Ding Liang Mingjie Zhan LRM 21 12 0 29 Oct 2023
Knowledge Corpus Error in Question Answering Yejoon Lee Philhoon Oh James Thorne 23 2 0 27 Oct 2023
ControlLLM: Augment Language Models with Tools by Searching on Graphs Zhaoyang Liu Zeqiang Lai Zhangwei Gao Erfei Cui Ziheng Li ... Lewei Lu Qifeng Chen Yu Qiao Jifeng Dai Wenhai Wang MLLM 126 30 0 26 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 26 92 0 25 Oct 2023
Large Language Models are Temporal and Causal Reasoners for Video Question Answering Dohwan Ko Ji Soo Lee Wooyoung Kang Byungseok Roh Hyunwoo J. Kim LRM 33 31 0 24 Oct 2023
MCC-KD: Multi-CoT Consistent Knowledge Distillation Hongzhan Chen Siyue Wu Xiaojun Quan Rui Wang Ming Yan Ji Zhang LRM 19 17 0 23 Oct 2023
Teaching Language Models to Self-Improve through Interactive Demonstrations Xiao Yu Baolin Peng Michel Galley Jianfeng Gao Zhou Yu LRM ReLM 33 19 0 20 Oct 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model Zhaoyang Wang Shaohan Huang Yuxuan Liu Jiahai Wang Minghui Song ... Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang LRM 32 11 0 20 Oct 2023
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models Seungone Kim Jamin Shin Yejin Cho Joel Jang Shayne Longpre ... Sangdoo Yun Seongjin Shin Sungdong Kim James Thorne Minjoon Seo ALM LM&MA ELM 37 209 0 12 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 51 2 0 11 Oct 2023
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models Xiao Wang Yuan Zhang Tianze Chen Songyang Gao Senjie Jin ... Rui Zheng Yicheng Zou Tao Gui Qi Zhang Xuanjing Huang ALM LRM CLL 54 18 0 10 Oct 2023
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models Anni Zou Zhuosheng Zhang Hai Zhao Xiangru Tang LRM ReLM 39 2 0 10 Oct 2023
DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models Chengcheng Han Xiaowei Du Che Zhang Yixin Lian Xiang Li Ming Gao Baoyuan Wang LRM 34 14 0 08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 126 45 0 08 Oct 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback Jiacheng Liu Ramakanth Pasunuru Hannaneh Hajishirzi Yejin Choi Asli Celikyilmaz LRM ReLM 27 22 0 07 Oct 2023
CITING: Large Language Models Create Curriculum for Instruction Tuning Tao Feng Zifeng Wang Jimeng Sun ALM 30 14 0 04 Oct 2023
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models Jean Kaddour Qi Liu SyDa 27 2 0 02 Oct 2023
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models Man Luo Shrinidhi Kumbhar Ming shen Mihir Parmar Neeraj Varshney Pratyay Banerjee Somak Aditya Chitta Baral ReLM ELM LRM 45 25 0 02 Oct 2023
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Minlie Huang Nan Duan Weizhu Chen LRM AI4CE LLMAG 42 142 0 29 Sep 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 31 151 0 27 Sep 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 19 176 0 26 Sep 2023
Effective Distillation of Table-based Reasoning Ability from LLMs Bohao Yang Chen Tang Kangning Zhao Chenghao Xiao Chenghua Lin LRM 29 22 0 22 Sep 2023
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs Justin Chih-Yao Chen Swarnadeep Saha Joey Tianyi Zhou LLMAG LRM 40 120 0 22 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 39 329 0 21 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 18 3 0 15 Sep 2023
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning Xinyi Wang John Wieting J. Clark CLL ALM 24 1 0 09 Sep 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 28 26 0 22 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 36 192 0 15 Aug 2023
Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals Fanglong Yao Changyuan Tian Jintao Liu Zequn Zhang Qing Liu Li Jin Shuchao Li Xiaoyu Li Xian Sun ReLM LRM 14 15 0 11 Aug 2023
Sci-CoT: Leveraging Large Language Models for Enhanced Knowledge Distillation in Small Models for Scientific QA Yuhan Ma Haiqi Jiang Chenyou Fan LRM 28 14 0 09 Aug 2023
InfeRE: Step-by-Step Regex Generation via Chain of Inference Shuai Zhang Xiaodong Gu Yuting Chen Beijun Shen 18 5 0 08 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 36 3 0 08 Aug 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems Vedant Gaur Nikunj Saunshi ReLM LRM 20 26 0 03 Aug 2023
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models Jiaao Chen Xiaoman Pan Dian Yu Kaiqiang Song Xiaoyang Wang Dong Yu Jianshu Chen ReLM LRM 21 24 0 01 Aug 2023
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning Yaxin Fan Feng Jiang Peifeng Li Haizhou Li 20 20 0 26 Jul 2023
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning Zhenwen Liang Dian Yu Xiaoman Pan Wenlin Yao Qingkai Zeng Xiangliang Zhang Dong Yu ALM LRM 46 13 0 16 Jul 2023
Lightweight reranking for language model generations Siddhartha Jain Xiaofei Ma Anoop Deoras Bing Xiang 28 4 0 11 Jul 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Yiming Wang Zhuosheng Zhang Pei Zhang Baosong Yang Rui Wang ReLM LRM 26 6 0 30 Jun 2023
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical Tasks Samy Ateia Udo Kruschwitz LM&MA AI4MH 17 5 0 28 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 38 15 0 25 Jun 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step Liunian Harold Li Jack Hessel Youngjae Yu Xiang Ren Kai-Wei Chang Yejin Choi LRM AI4CE ReLM 22 129 0 24 Jun 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements Syed Rifat Raiyan Md. Nafis Faiyaz S. Kabir Mohsinul Kabir H. Mahmud Md. Kamrul Hasan 27 11 0 24 Jun 2023
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes Rishabh Agarwal Nino Vieillard Yongchao Zhou Piotr Stańczyk Sabela Ramos Matthieu Geist Olivier Bachem 35 84 0 23 Jun 2023
Can Language Models Teach Weaker Agents? Teacher Explanations Improve Students via Personalization Swarnadeep Saha Peter Hase Mohit Bansal LRM 22 10 0 15 Jun 2023
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning Faeze Brahman Chandra Bhagavatula Valentina Pyatkin Jena D. Hwang Xiang Lorraine Li H. J. Arai Soumya Sanyal Keisuke Sakaguchi Xiang Ren Yejin Choi LRM 26 0 0 31 May 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks Minki Kang Seanie Lee Jinheon Baek Kenji Kawaguchi Sung Ju Hwang ALM LRM 52 56 0 28 May 2023
GRACE: Discriminator-Guided Chain-of-Thought Reasoning Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Ho Hin Lee Lu Wang LRM 24 37 0 24 May 2023