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Arithmetic Reasoning

Papers archive 2025-07-28

archive papers tagged: 175 · with a code link: 112 · where Syntology ran a sample: 64 (53 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (64 of 175 tagged: 53 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 175 of 175, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
  15 Feb 2023 1 repository listed
• Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
  8 Feb 2023 1 repository listed
• Large Language Models Can Be Easily Distracted by Irrelevant Context
  31 Jan 2023 1 repository listed
• Large Language Models are Better Reasoners with Self-Verification
  19 Dec 2022 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic
  3 Nov 2022 1 repository listed
• Solving Math Word Problems via Cooperative Reasoning induced Language Models
  28 Oct 2022 1 repository listed
• OpenCQA: Open-ended Question Answering with Charts
  12 Oct 2022 1 repository listed
• Solving Quantitative Reasoning Problems with Language Models
  29 Jun 2022 1 repository listed
• Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
  28 May 2022 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
• Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
  21 May 2022 1 repository listed
• IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning
  25 Oct 2021 1 repository listed Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
  10 May 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design
  16 Jun 2025 0 repositories listed
• Learning-at-Criticality in Large Language Models for Quantum Field Theory and Beyond
  4 Jun 2025 0 repositories listed
• VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL
  29 May 2025 0 repositories listed
• Joint Flashback Adaptation for Forgetting-Resistant Instruction Tuning
  21 May 2025 0 repositories listed
• Tokenization Constraints in LLMs: A Study of Symbolic and Arithmetic Reasoning Limits
  20 May 2025 0 repositories listed
• Fact-Consistency Evaluation of Text-to-SQL Generation for Business Intelligence Using Exaone 3.5
  30 Apr 2025 0 repositories listed
• ThoughtProbe: Classifier-Guided Thought Space Exploration Leveraging LLM Intrinsic Reasoning
  9 Apr 2025 0 repositories listed
• Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training
  25 Feb 2025 0 repositories listed
• The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
  24 Feb 2025 0 repositories listed
• Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights
  18 Feb 2025 0 repositories listed
• On Representational Dissociation of Language and Arithmetic in Large Language Models
  17 Feb 2025 0 repositories listed
• Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
  17 Feb 2025 0 repositories listed
• Can LLMs Maintain Fundamental Abilities under KV Cache Compression?
  4 Feb 2025 0 repositories listed
• CLoQ: Enhancing Fine-Tuning of Quantized LLMs via Calibrated LoRA Initialization
  30 Jan 2025 0 repositories listed
• SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training
  28 Jan 2025 0 repositories listed
• DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models
  30 Dec 2024 0 repositories listed
• Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning
  23 Dec 2024 0 repositories listed
• Why We Build Local Large Language Models: An Observational Analysis from 35 Japanese and Multilingual LLMs
  19 Dec 2024 0 repositories listed
• Hint Marginalization for Improved Reasoning in Large Language Models
  17 Dec 2024 0 repositories listed
• GaLore+: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection
  15 Dec 2024 0 repositories listed
• S²FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
  9 Dec 2024 0 repositories listed
• Think-to-Talk or Talk-to-Think? When LLMs Come Up with an Answer in Multi-Step Arithmetic Reasoning
  2 Dec 2024 0 repositories listed
• PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model
  12 Nov 2024 0 repositories listed
• Think Beyond Size: Adaptive Prompting for More Effective Reasoning
  10 Oct 2024 0 repositories listed
• Unlocking Structured Thinking in Language Models with Cognitive Prompting
  3 Oct 2024 0 repositories listed
• Small Language Models are Equation Reasoners
  19 Sep 2024 0 repositories listed
• Relating the Seemingly Unrelated: Principled Understanding of Generalization for Generative Models in Arithmetic Reasoning Tasks
  25 Jul 2024 0 repositories listed
• Leveraging LLM Reasoning Enhances Personalized Recommender Systems
  22 Jul 2024 0 repositories listed
• Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together
  15 Jul 2024 0 repositories listed
• Arithmetic Reasoning with LLM: Prolog Generation & Permutation
  28 May 2024 0 repositories listed
• Large Language Models Can Self-Correct with Key Condition Verification
  23 May 2024 0 repositories listed
• Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs
  21 May 2024 0 repositories listed
• Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment
  6 May 2024 0 repositories listed
• The Claude 3 Model Family: Opus, Sonnet, Haiku
  4 Mar 2024 0 repositories listed
• SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning
  20 Feb 2024 0 repositories listed
• Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering
  17 Feb 2024 0 repositories listed
• Orca-Math: Unlocking the potential of SLMs in Grade School Math
  16 Feb 2024 0 repositories listed
• Exploring Group and Symmetry Principles in Large Language Models
  9 Feb 2024 0 repositories listed
• The Unreasonable Effectiveness of Eccentric Automatic Prompts
  9 Feb 2024 0 repositories listed
• Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting
  28 Jan 2024 0 repositories listed
• Large Language Models are Null-Shot Learners
  16 Jan 2024 0 repositories listed
• Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
  14 Dec 2023 0 repositories listed
• TinyGSM: achieving >80% on GSM8k with small language models
  14 Dec 2023 0 repositories listed
• Orca 2: Teaching Small Language Models How to Reason
  18 Nov 2023 0 repositories listed
• The ART of LLM Refinement: Ask, Refine, and Trust
  14 Nov 2023 0 repositories listed
• Prompt Sketching for Large Language Models
  8 Nov 2023 0 repositories listed
• KwaiYiiMath: Technical Report
  11 Oct 2023 0 repositories listed
• Model Card and Evaluations for Claude Models
  11 Jul 2023 0 repositories listed
• On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
  23 Jun 2023 0 repositories listed
• DiversiGATE: A Comprehensive Framework for Reliable Large Language Models
  22 Jun 2023 0 repositories listed
• Code Prompting: a Neural Symbolic Method for Complex Reasoning in Large Language Models
  29 May 2023 0 repositories listed
• RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
  19 May 2023 0 repositories listed
• Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs
  19 May 2023 0 repositories listed
• Self-Evaluation Guided Beam Search for Reasoning
  1 May 2023 0 repositories listed
• When do you need Chain-of-Thought Prompting for ChatGPT?
  6 Apr 2023 0 repositories listed
• Solving math word problems with process- and outcome-based feedback
  25 Nov 2022 0 repositories listed
• Composing Ensembles of Pre-trained Models via Iterative Consensus
  20 Oct 2022 0 repositories listed
• Large Language Models Can Self-Improve
  20 Oct 2022 0 repositories listed
• Transcending Scaling Laws with 0.1% Extra Compute
  20 Oct 2022 0 repositories listed
• Neural-Symbolic Recursive Machine for Systematic Generalization
  4 Oct 2022 0 repositories listed
• 0/1 Deep Neural Networks via Block Coordinate Descent
  19 Jun 2022 0 repositories listed
• Making Large Language Models Better Reasoners with Step-Aware Verifier
  6 Jun 2022 0 repositories listed
• NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
  12 Apr 2022 0 repositories listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.