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Towards Intrinsic Interpretability of Large Language Models:A Survey of Design Principles and Architectures  🔗Parser Combinators
arxiv.org·5d
Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck?  💻Programming languages
arxiv.org·4d
ONTO: A Token-Efficient Columnar Notation for LLM Input Optimization  💻Local LLMs
arxiv.org·4d
LLM4C2Rust: Large Language Models for Automated Memory-Safe Code Transpilation  🏗️Compiler Archaeology
arxiv.org·5d
GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0)  ⚡Incremental Computation
arxiv.org·4d
Towards a Data-Parameter Correspondence for LLMs: A Preliminary Discussion  💻Local LLMs
arxiv.org·4d
On Solving the Multiple Variable Gapped Longest Common Subsequence Problem  🧮Kolmogorov Complexity
arxiv.org·3d
Streamliners for Answer Set Programming  🧮Prolog Parsing
arxiv.org·3d
Nested Sequents for Horn-Characterizable Quantified Modal Logics with Equality via Reachability Rules  👑Isabelle/HOL
arxiv.org·4d
Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in Large Language Models  🧮Prolog Parsing
arxiv.org·3d
Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing  🚀SIMD Text Processing
arxiv.org·4d
Self-Improving Tabular Language Models via Iterative Group Alignment  🤖Grammar Induction
arxiv.org·3d
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction  ✓Automated Theorem Proving
arxiv.org·4d
PoliLegalLM: A Technical Report on a Large Language Model for Political and Legal Affairs  📝ABNF Extensions
arxiv.org·4d
A Systematic Study of Training-Free Methods for Trustworthy Large Language Models  💻Local LLMs
arxiv.org·5d
When Choices Become Risks: Safety Failures of Large Language Models under Multiple-Choice Constraints  🔗Monadic Parsing
arxiv.org·4d
Neuro-Symbolic ODE Discovery with Latent Grammar Flow  🤖Grammar Induction
arxiv.org·5d·Hacker News
Symbolic Synthesis for LTLf+ Obligations  ⚔️Lean Tactics
arxiv.org·4d

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