conftrace_

algorithmic reasoning

33 papers

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Also known as

AR

Co-occurring keywords

large language model (13587) neural network (6616) graph neural network (3962) attention mechanism (4001) puzzle solving (21) logical reasoning (310) representation learning (6206) graph algorithm (178) language model (4599) program synthesis (233)

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
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025
RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling AACL 2025
Ability Transfer Through Language Mixing IJCNLP 2025
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025
AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles NAACL 2025
PUZZLES: A Benchmark for Neural Algorithmic Reasoning NIPS 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms NIPS 2024
Proving Olympiad Algebraic Inequalities without Human Demonstrations NIPS 2024
A Context-Enhanced Framework for Sequential Graph Reasoning IJCAI 2024
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 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 NIPS 2024
Open-Book Neural Algorithmic Reasoning NIPS 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning NIPS 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies COLING 2024
Deep Equilibrium Algorithmic Reasoning NIPS 2024
Symbol tuning improves in-context learning in language models EMNLP 2023
CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence NIPS 2023
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers NIPS 2023
Parsel🐍: Algorithmic Reasoning with Language Models by Composing Decompositions NIPS 2023
Are Deep Neural Networks SMARTer Than Second Graders? CVPR 2023
Randomized Positional Encodings Boost Length Generalization of Transformers ACL 2023