Analysing Mathematical Reasoning Abilities of Neural Models

2 April 2019

Papers citing "Analysing Mathematical Reasoning Abilities of Neural Models"

50 / 277 papers shown

Title
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic Yuyan Zhou Liang Song Bingning Wang Weipeng Chen MoMe 30 17 0 17 Jun 2024
GenQA: Generating Millions of Instructions from a Handful of Prompts Jiuhai Chen Rifaa Qadri Yuxin Wen Neel Jain John Kirchenbauer Dinesh Manocha Tom Goldstein ALM 43 15 0 14 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Joongwon Kim Bhargavi Paranjape Tushar Khot Hannaneh Hajishirzi LM&Ro ELM LLMAG LRM 46 9 0 10 Jun 2024
On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions Denys Pushkin Raphael Berthier Emmanuel Abbe 32 0 0 10 Jun 2024
SPOT: Text Source Prediction from Originality Score Thresholding Edouard Yvinec Gabriel Kasser DeLMO 46 0 0 30 May 2024
Transformers Can Do Arithmetic with the Right Embeddings Sean McLeish Arpit Bansal Alex Stein Neel Jain John Kirchenbauer ... B. Kailkhura A. Bhatele Jonas Geiping Avi Schwarzschild Tom Goldstein 53 30 0 27 May 2024
Disentangling and Integrating Relational and Sensory Information in Transformer Architectures Awni Altabaa John Lafferty 37 3 0 26 May 2024
A Survey of Multimodal Large Language Model from A Data-centric Perspective Tianyi Bai Hao Liang Binwang Wan Yanran Xu Xi Li ... Ping Huang Jiulong Shan Conghui He Binhang Yuan Wentao Zhang 58 37 0 26 May 2024
Cost-Effective Online Multi-LLM Selection with Versatile Reward Models Xiangxiang Dai Jin Li Xutong Liu Anqi Yu J. C. Lui 41 5 0 26 May 2024
Models That Prove Their Own Correctness Noga Amit S. Goldwasser Orr Paradise G. Rothblum LRM 44 2 0 24 May 2024
GECKO: Generative Language Model for English, Code and Korean Sungwoo Oh Donggyu Kim VLM 35 0 0 24 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 81 3 0 24 May 2024
LARS-VSA: A Vector Symbolic Architecture For Learning with Abstract Rules Mohamed Mejri C. Amarnath Abhijit Chatterjee 49 1 0 23 May 2024
Investigating Symbolic Capabilities of Large Language Models Neisarg Dave Daniel Kifer C. Lee Giles A. Mali ELM LRM 42 2 0 21 May 2024
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark Hongwei Liu Zilong Zheng Yuxuan Qiao Haodong Duan Zhiwei Fei Fengzhe Zhou Wenwei Zhang Songyang Zhang Dahua Lin Kai-xiang Chen 68 58 0 20 May 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 35 13 0 16 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 34 8 0 16 May 2024
Thinking Tokens for Language Modeling David Herel Tomáš Mikolov LRM 35 2 0 14 May 2024
Quantifying the Capabilities of LLMs across Scale and Precision Sher Badshah Hassan Sajjad 40 12 0 06 May 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions Jordan Meadows Tamsin James André Freitas ReLM LRM AI4CE 41 1 0 29 Apr 2024
Exploring Internal Numeracy in Language Models: A Case Study on ALBERT Ulme Wennberg G. Henter MILM 35 1 0 25 Apr 2024
Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks Avinash Anand Mohit Gupta Kritarth Prasad Navya Singla Sanjana Sanjeev Jatin Kumar A. Shivam R. Shah LRM 57 14 0 19 Apr 2024
Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory Hung Le D. Nguyen Kien Do Svetha Venkatesh T. Tran 36 0 0 18 Apr 2024
Best Practices and Lessons Learned on Synthetic Data for Language Models Ruibo Liu Jerry W. Wei Fangyu Liu Chenglei Si Yanzhe Zhang ... Steven Zheng Daiyi Peng Diyi Yang Denny Zhou Andrew M. Dai SyDa EgoV 43 87 0 11 Apr 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline Yifan Xu Xiao Liu Xinghan Liu Zhenyu Hou Yueyan Li ... Aohan Zeng Zhengxiao Du Wenyi Zhao Jie Tang Yuxiao Dong LRM 49 36 0 03 Apr 2024
Reasoning in Transformers -- Mitigating Spurious Correlations and Reasoning Shortcuts Daniel Enström Viktor Kjellberg Moa Johansson LRM 29 3 0 17 Mar 2024
Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement Learning Xiuqin Zhong Shengyuan Yan Gongqi Lin Hongguang Fu Liang Xu Siwen Jiang Lei Huang Wei Fang AIMat 16 0 0 14 Mar 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption Shuhua Shi Shaohan Huang Minghui Song Zhoujun Li Zihan Zhang Haizhen Huang Furu Wei Weiwei Deng Feng Sun Qi Zhang AI4CE 25 14 0 28 Feb 2024
Adversarial Math Word Problem Generation Roy Xie Chengxuan Huang Junlin Wang Bhuwan Dhingra AAML 36 1 0 27 Feb 2024
Measuring Vision-Language STEM Skills of Neural Models Jianhao Shen Ye Yuan Srbuhi Mirzoyan Ming Zhang Chenguang Wang VLM 33 8 0 27 Feb 2024
How Do Humans Write Code? Large Models Do It the Same Way Too Long Li Xuzheng He LRM 43 4 0 24 Feb 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models Yanzheng Xiang Hanqi Yan Lin Gui Yulan He 42 6 0 23 Feb 2024
Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs Aaditya K. Singh DJ Strouse 43 46 0 22 Feb 2024
ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning Renqiu Xia Bo-Wen Zhang Hancheng Ye Xiangchao Yan Qi Liu ... Min Dou Botian Shi Junchi Yan Junchi Yan Yu Qiao LRM 63 56 0 19 Feb 2024
CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness Jiayi Liu Tinghan Yang Jennifer Neville 26 10 0 17 Feb 2024
LogicPrpBank: A Corpus for Logical Implication and Equivalence Zhexiong Liu Jing Zhang Jiaying Lu Wenjing Ma Joyce C. Ho ReLM LRM 50 0 0 14 Feb 2024
Limits of Transformer Language Models on Learning to Compose Algorithms Jonathan Thomm Aleksandar Terzić Giacomo Camposampiero Michael Hersche Bernhard Schölkopf Abbas Rahimi 39 3 0 08 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 34 7 0 04 Feb 2024
Hashmarks: Privacy-Preserving Benchmarks for High-Stakes AI Evaluation P. Bricman 24 0 0 01 Dec 2023
YUAN 2.0: A Large Language Model with Localized Filtering-based Attention Shaohua Wu Xudong Zhao Shenling Wang Jiangang Luo Lingjun Li ... Wei Wang Tong Yu Rongguo Zhang Jiahua Zhang Chao Wang OSLM 53 6 0 27 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation Yuhui Zhang Brandon McKinzie Zhe Gan Vaishaal Shankar Alexander Toshev 31 3 0 27 Nov 2023
Feature emergence via margin maximization: case studies in algebraic tasks Depen Morwani Benjamin L. Edelman Costin-Andrei Oncescu Rosie Zhao Sham Kakade 42 14 0 13 Nov 2023
Emergent Communication for Rules Reasoning Yuxuan Guo Yifan Hao Rui Zhang Enshuai Zhou Zidong Du ... Shaohui Peng Di Huang Rui Chen Qi Guo Yunji Chen LLMAG LRM AI4CE 26 0 0 08 Nov 2023
Multi-Operational Mathematical Derivations in Latent Space Marco Valentino Jordan Meadows Lan Zhang André Freitas 29 5 0 02 Nov 2023
FP8-LM: Training FP8 Large Language Models Houwen Peng Kan Wu Yixuan Wei Guoshuai Zhao Yuxiang Yang ... Zheng-Wei Zhang Shuguang Liu Joe Chau Han Hu Peng Cheng MQ 59 40 0 27 Oct 2023
SoK: Memorization in General-Purpose Large Language Models Valentin Hartmann Anshuman Suri Vincent Bindschaedler David Evans Shruti Tople Robert West KELM LLMAG 29 20 0 24 Oct 2023
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World Rujie Wu Xiaojian Ma Zhenliang Zhang Wei Wang Qing Li Song-Chun Zhu Yizhou Wang LRM VLM 41 7 0 16 Oct 2023
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models Jing Xiong Jianhao Shen Ye Yuan Haiming Wang Yichun Yin ... Yinya Huang Chuanyang Zheng Xiaodan Liang Ming Zhang Qun Liu AIMat LRM 24 15 0 16 Oct 2023
Adaptivity and Modularity for Efficient Generalization Over Task Complexity Samira Abnar Omid Saremi Laurent Dinh Shantel Wilson Miguel Angel Bautista ... Vimal Thilak Etai Littwin Jiatao Gu Josh Susskind Samy Bengio 41 5 0 13 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 32 68 0 10 Oct 2023