| On the existence of minimizers in shallow residual ReLU neural network optimization landscapes | Feb 28, 2023 | Math | —Unverified | 0 |
| An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP) | Feb 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Tighter 'uniform bounds for Black-Scholes implied volatility' and the applications to root-finding | Feb 17, 2023 | Math | —Unverified | 0 |
| LEVER: Learning to Verify Language-to-Code Generation with Execution | Feb 16, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Tree-Based Representation and Generation of Natural and Mathematical Language | Feb 15, 2023 | MathMathematical Reasoning | CodeCode Available | 1 |
| On the Difficulty of Characterizing Network Formation with Endogenous Behavior | Feb 12, 2023 | Math | —Unverified | 0 |
| A Categorical Archive of ChatGPT Failures | Feb 6, 2023 | Math | CodeCode Available | 1 |
| Techniques to Improve Neural Math Word Problem Solvers | Feb 6, 2023 | DecoderLanguage Modelling | CodeCode Available | 0 |
| Mathematical Capabilities of ChatGPT | Jan 31, 2023 | Elementary MathematicsMath | CodeCode Available | 1 |
| Faithful Chain-of-Thought Reasoning | Jan 31, 2023 | MathMulti-hop Question Answering | CodeCode Available | 0 |
| Large Language Models Can Be Easily Distracted by Irrelevant Context | Jan 31, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 |
| Can an AI Win Ghana's National Science and Maths Quiz? An AI Grand Challenge for Education | Jan 30, 2023 | MathPosition | CodeCode Available | 1 |
| Specializing Smaller Language Models towards Multi-Step Reasoning | Jan 30, 2023 | MathModel Selection | CodeCode Available | 2 |
| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 |
| ThoughtSource: A central hub for large language model reasoning data | Jan 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| The Backpropagation algorithm for a math student | Jan 22, 2023 | Mathvalid | —Unverified | 0 |
| Tracing and Manipulating Intermediate Values in Neural Math Problem Solvers | Jan 17, 2023 | Math | CodeCode Available | 0 |
| Class Prototypes Based Contrastive Learning for Classifying Multi-Label and Fine-Grained Educational Videos | Jan 1, 2023 | Contrastive LearningMath | —Unverified | 0 |
| Deterministic and Nondeterministic Particle Motion with Interaction Mechanisms | Dec 31, 2022 | Math | CodeCode Available | 0 |
| Asymptotic behavior of mean fixation times in the Moran process with frequency-independent fitnesses | Dec 30, 2022 | Math | —Unverified | 0 |
| Constrained monotone mean-variance problem with random coefficients | Dec 29, 2022 | Math | —Unverified | 0 |
| A Survey of Deep Learning for Mathematical Reasoning | Dec 20, 2022 | Deep LearningMath | CodeCode Available | 2 |
| MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering | Dec 19, 2022 | Chart Question AnsweringData Summarization | —Unverified | 0 |
| The Long-Term Effects of Teachers' Gender Stereotypes | Dec 16, 2022 | Math | —Unverified | 0 |
| Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement | Dec 9, 2022 | Math | —Unverified | 0 |
| Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy | Dec 8, 2022 | Federated LearningMath | CodeCode Available | 0 |
| UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression | Dec 6, 2022 | Geometry Problem SolvingLogical Reasoning | CodeCode Available | 1 |
| Nonlinear and Machine Learning Analyses on High-Density EEG data of Math Experts and Novices | Dec 1, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Generalizing Math Word Problem Solvers via Solution Diversification | Dec 1, 2022 | Math | CodeCode Available | 0 |
| Analogical Math Word Problems Solving with Enhanced Problem-Solution Association | Dec 1, 2022 | MathQuestion Answering | CodeCode Available | 0 |
| Explicit Knowledge Transfer for Weakly-Supervised Code Generation | Nov 30, 2022 | Code GenerationFew-Shot Learning | —Unverified | 0 |
| Textual Enhanced Contrastive Learning for Solving Math Word Problems | Nov 29, 2022 | Contrastive LearningMath | CodeCode Available | 0 |
| Robot Kinematics: Motion, Kinematics and Dynamics | Nov 28, 2022 | ArticlesMath | —Unverified | 0 |
| Solving math word problems with process- and outcome-based feedback | Nov 25, 2022 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data | Nov 23, 2022 | MathReranking | CodeCode Available | 0 |
| Automatic Generation of Socratic Subquestions for Teaching Math Word Problems | Nov 23, 2022 | MathMath Word Problem Solving | CodeCode Available | 1 |
| Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks | Nov 22, 2022 | Math | CodeCode Available | 3 |
| The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts | Nov 21, 2022 | Elementary MathematicsMath | CodeCode Available | 1 |
| PAL: Program-aided Language Models | Nov 18, 2022 | Arithmetic ReasoningGSM8K | CodeCode Available | 3 |
| Galactica: A Large Language Model for Science | Nov 16, 2022 | AnachronismsBias Detection | CodeCode Available | 4 |
| Mining Mathematical Documents for Question Answering via Unsupervised Formula Labeling | Nov 12, 2022 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 |
| End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics | Nov 7, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| What is my math transformer doing? -- Three results on interpretability and generalization | Oct 31, 2022 | Math | CodeCode Available | 1 |
| Solving Math Word Problems via Cooperative Reasoning induced Language Models | Oct 28, 2022 | Arithmetic ReasoningMath | CodeCode Available | 1 |
| Self-consistent Reasoning For Solving Math Word Problems | Oct 27, 2022 | Math | —Unverified | 0 |
| Broken Neural Scaling Laws | Oct 26, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 |
| Structure-Unified M-Tree Coding Solver for MathWord Problem | Oct 22, 2022 | Math | CodeCode Available | 0 |
| A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models | Oct 21, 2022 | MathMathematical Reasoning | CodeCode Available | 1 |
| Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem | Oct 21, 2022 | Contrastive LearningMath | CodeCode Available | 2 |
| An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules | Oct 20, 2022 | MathScheduling | —Unverified | 0 |