Latest Research in Computation and Language

Top Research Topics in Computation and Language

• Artificial Intelligence — 46 papers
• Computation and Language — 45 papers
• Machine Learning — 27 papers
• Cryptography and Security — 16 papers
• Computer Vision and Pattern Recognition — 10 papers
• Software Engineering — 7 papers
• Natural Language Processing Techniques — 3 papers
• Distributed, Parallel, and Cluster Computing — 3 papers
• Face Recognition and Perception — 2 papers
• Adversarial Robustness in Machine Learning — 2 papers

Highest-Cited Papers

1. Federated Learning Applications for Cross Cultural Communication Analysis Through Privacy Preserving Integration of Linguistic and Paralinguistic Feature Extraction
2. Verify-and-Repair Under Matched Call Budgets: Resampling, Grammar Constraints, and Memory Wiring
3. The Illusion of Topological Compression: Why Persistent Homology Fails as a Real-Time Prompt-Injection Defense (266 citations)
4. Verify-and-Repair Under Matched Call Budgets: Resampling, Grammar Constraints, and Memory Wiring
5. Fingerprinting Multimodal Large Language Models
6. Beyond Patch Removal: Persistent Adversarial Effects in Vision-Language-Action Policies
7. MAPLE: Metadata Augmented Private Language Evolution
8. LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks
9. Self Improvement via Fast Tree-search
10. Long-horizon autoformalization of a core theorem underlying MIP* = RE
11. Ask the Tool, Don't Guess: Agent Tool Calls Hold Their Progress, and the Serving System Should Read It
12. Robot Visions: Breaking reCAPTCHA at Zero Cost and Zero Shot
13. Visual Invariant Stress Test (VIST-AI): Auditing Architectural Invariance Failures, Geometric Blindness, and Confabulation Signatures in Multimodal AI Systems
14. Visual Invariant Stress Test (VIST-AI): Auditing Architectural Invariance Failures, Geometric Blindness, and Confabulation Signatures in Multimodal AI Systems
15. The Role of Fine-grained Harm Signals in LLM Safety
16. ProofVerifier: A Scalable, Diversity-Driven Framework for Natural-Language Proof Verification
17. AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines
18. FrogNano: Training a 4B Coding Agent via Online Task Synthesis
19. Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling
20. AUDITPLAN: Commit, Then Answer for Auditable Safety Alignment