BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?
Fuente:
arXiv
Saved in:
| Main Authors: | Chambon, Pierre, Roziere, Baptiste, Sagot, Benoit, Synnaeve, Gabriel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Extrapolative Weight Averaging Reveals Correctness-Efficiency Frontiers in Code RL
by: Zheng, Kunhao, et al.
Published: (2026)
by: Zheng, Kunhao, et al.
Published: (2026)
Getting the most out of your tokenizer for pre-training and domain adaptation
by: Dagan, Gautier, et al.
Published: (2024)
by: Dagan, Gautier, et al.
Published: (2024)
RoPE Attention Can Be Trained in Almost Linear Time
by: Cao, Yang, et al.
Published: (2024)
by: Cao, Yang, et al.
Published: (2024)
The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity
by: Chen, Yifang, et al.
Published: (2024)
by: Chen, Yifang, et al.
Published: (2024)
On Fine-Grained I/O Complexity of Attention Backward Passes
by: Li, Xiaoyu, et al.
Published: (2024)
by: Li, Xiaoyu, et al.
Published: (2024)
Journalists, Emotions, and the Introduction of Generative AI Chatbots: A Large-Scale Analysis of Tweets Before and After the Launch of ChatGPT
by: Lewis, Seth C., et al.
Published: (2024)
by: Lewis, Seth C., et al.
Published: (2024)
Circuit Complexity Bounds for Visual Autoregressive Model
by: Ke, Yekun, et al.
Published: (2025)
by: Ke, Yekun, et al.
Published: (2025)
Circuit Complexity Bounds for RoPE-based Transformer Architecture
by: Chen, Bo, et al.
Published: (2024)
by: Chen, Bo, et al.
Published: (2024)
2-ASP(Q) programs with weak constraints: Complexity and efficient implementation
by: Cuteri, Andrea, et al.
Published: (2026)
by: Cuteri, Andrea, et al.
Published: (2026)
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes
by: Fan, Lizhou, et al.
Published: (2023)
by: Fan, Lizhou, et al.
Published: (2023)
Simulating Weighted Automata over Sequences and Trees with Transformers
by: Rizvi, Michael, et al.
Published: (2024)
by: Rizvi, Michael, et al.
Published: (2024)
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models
by: Liang, Xuechen, et al.
Published: (2024)
by: Liang, Xuechen, et al.
Published: (2024)
Quantifying over Optimum Answer Sets
by: Mazzotta, Giuseppe, et al.
Published: (2024)
by: Mazzotta, Giuseppe, et al.
Published: (2024)
RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
by: Gehring, Jonas, et al.
Published: (2024)
by: Gehring, Jonas, et al.
Published: (2024)
Time and Memory Trade-off of KV-Cache Compression in Tensor Transformer Decoding
by: Chen, Yifang, et al.
Published: (2025)
by: Chen, Yifang, et al.
Published: (2025)
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
by: Zhuo, Terry Yue, et al.
Published: (2024)
by: Zhuo, Terry Yue, et al.
Published: (2024)
A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits
by: Zhang, Yuyang, et al.
Published: (2026)
by: Zhang, Yuyang, et al.
Published: (2026)
Transformers Can Represent $n$-gram Language Models
by: Svete, Anej, et al.
Published: (2024)
by: Svete, Anej, et al.
Published: (2024)
Strongly Polynomial Time Complexity of Policy Iteration for $L_\infty$ Robust MDPs
by: Asadi, Ali, et al.
Published: (2026)
by: Asadi, Ali, et al.
Published: (2026)
ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints
by: Handa, Divij, et al.
Published: (2024)
by: Handa, Divij, et al.
Published: (2024)
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence
by: Susnjak, Teo, et al.
Published: (2024)
by: Susnjak, Teo, et al.
Published: (2024)
Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases
by: Karmakar, Pratik, et al.
Published: (2024)
by: Karmakar, Pratik, et al.
Published: (2024)
Complexity Results of Persuasion
by: Grastien, Alban
Published: (2025)
by: Grastien, Alban
Published: (2025)
Modern Hopfield Networks Require Chain-of-Thought to Solve $\mathsf{NC}^1$-Hard Problems
by: Cao, Yang, et al.
Published: (2024)
by: Cao, Yang, et al.
Published: (2024)
Theoretical Constraints on the Expressive Power of $\mathsf{RoPE}$-based Tensor Attention Transformers
by: Li, Xiaoyu, et al.
Published: (2024)
by: Li, Xiaoyu, et al.
Published: (2024)
Demystifying the unreasonable effectiveness of online alignment methods
by: Kang, Enoch Hyunwook
Published: (2026)
by: Kang, Enoch Hyunwook
Published: (2026)
Neural Algorithmic Reasoning for Hypergraphs with Looped Transformers
by: Huang, Zekai, et al.
Published: (2025)
by: Huang, Zekai, et al.
Published: (2025)
Unlocking the Theory Behind Scaling 1-Bit Neural Networks
by: Daliri, Majid, et al.
Published: (2024)
by: Daliri, Majid, et al.
Published: (2024)
Prime Successor Irreducibility: Turing Machine Complexity, Kolmogorov Complexity, and Weakness-Based Formulations
by: Goertzel, Ben, et al.
Published: (2026)
by: Goertzel, Ben, et al.
Published: (2026)
Complexity of Scheduling Charging in the Smart Grid
by: de Weerdt, Mathijs, et al.
Published: (2017)
by: de Weerdt, Mathijs, et al.
Published: (2017)
PatentEval: Understanding Errors in Patent Generation
by: Zuo, You, et al.
Published: (2024)
by: Zuo, You, et al.
Published: (2024)
Parameterized Complexity Of Representing Models Of MSO Formulas
by: Kučera, Petr, et al.
Published: (2026)
by: Kučera, Petr, et al.
Published: (2026)
The Complexity of Symmetry Breaking Beyond Lex-Leader
by: Anders, Markus, et al.
Published: (2024)
by: Anders, Markus, et al.
Published: (2024)
On the Complexity of Identification in Linear Structural Causal Models
by: Dörfler, Julian, et al.
Published: (2024)
by: Dörfler, Julian, et al.
Published: (2024)
On the Scaling Laws of Geographical Representation in Language Models
by: Godey, Nathan, et al.
Published: (2024)
by: Godey, Nathan, et al.
Published: (2024)
Clausal Deletion Backdoors for QBF: a Parameterized Complexity Approach
by: Eriksson, Leif, et al.
Published: (2026)
by: Eriksson, Leif, et al.
Published: (2026)
A Structural Complexity Analysis of Hierarchical Task Network Planning
by: Brand, Cornelius, et al.
Published: (2024)
by: Brand, Cornelius, et al.
Published: (2024)
Explaining Decisions in ML Models: a Parameterized Complexity Analysis
by: Ordyniak, Sebastian, et al.
Published: (2024)
by: Ordyniak, Sebastian, et al.
Published: (2024)
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy
by: Dörfler, Julian, et al.
Published: (2024)
by: Dörfler, Julian, et al.
Published: (2024)
Barriers to Complexity-Theoretic Proofs that "AGI" Using Machine Learning is Impossible
by: Guerzhoy, Michael
Published: (2024)
by: Guerzhoy, Michael
Published: (2024)
Similar Items
-
Extrapolative Weight Averaging Reveals Correctness-Efficiency Frontiers in Code RL
by: Zheng, Kunhao, et al.
Published: (2026) -
Getting the most out of your tokenizer for pre-training and domain adaptation
by: Dagan, Gautier, et al.
Published: (2024) -
RoPE Attention Can Be Trained in Almost Linear Time
by: Cao, Yang, et al.
Published: (2024) -
The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity
by: Chen, Yifang, et al.
Published: (2024) -
On Fine-Grained I/O Complexity of Attention Backward Passes
by: Li, Xiaoyu, et al.
Published: (2024)