conftrace_

algorithmic reasoning

40 papers

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Also known as

AR

Co-occurring keywords · papers mentioning both

large language model (10) graph algorithm (5) graph neural network (5) neural network (5) in-context learning (4) attention mechanism (4) puzzle solving (4) logical reasoning (4) length generalization (3) language model (3)

Papers

ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026 Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation AAAI 2026 Ability Transfer Through Language Mixing IJCNLP 2025 AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles NAACL 2025 Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 A Context-Enhanced Framework for Sequential Graph Reasoning IJCAI 2024 Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models ICML 2024 Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies COLING 2024 Chain of Thoughtlessness? An Analysis of CoT in Planning NeurIPS 2024 Deep Equilibrium Algorithmic Reasoning NeurIPS 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 Limits of Transformer Language Models on Learning to Compose Algorithms NeurIPS 2024 NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 2024 On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods ICLR 2024 Open-Book Neural Algorithmic Reasoning NeurIPS 2024 Proving Olympiad Algebraic Inequalities without Human Demonstrations NeurIPS 2024 PUZZLES: A Benchmark for Neural Algorithmic Reasoning NeurIPS 2024 SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NeurIPS 2024 Understanding Transformer Reasoning Capabilities via Graph Algorithms NeurIPS 2024 What Algorithms can Transformers Learn? A Study in Length Generalization ICLR 2024 ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers NeurIPS 2023 Are Deep Neural Networks SMARTer Than Second Graders? CVPR 2023 CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence NeurIPS 2023 Dual Algorithmic Reasoning ICLR 2023