⏱ Interval Parsing Grammars - matmat · Scour

GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models 📊Quantization

Guardrails in Logit Space: Safety Token Regularization for LLM Alignment 🔗Parser Combinators

Defragmenting Language Models: An Interpretability-based Approach for Vocabulary Expansion 🧠Intelligence Compression

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics 📈Time Series

Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning 🔗Constraint Handling

Cell-Based Representation of Relational Binding in Language Models 🤖Grammar Induction

An explicit operator explains end-to-end computation in the modern neural networks used for sequence and language modeling 💻Local LLMs

Neuro-Symbolic ODE Discovery with Latent Grammar Flow 🌳Context free grammars

arxiv.org·6d·Hacker News

Non-Stationarity in the Embedding Space of Time Series Foundation Models 📈Time Series

Data Mixing for Large Language Models Pretraining: A Survey and Outlook 🔗Parser Combinators

Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints 🤖Grammar Induction

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection 🔗Parser Combinators

Hidden Reliability Risks in Large Language Models: Systematic Identification of Precision-Induced Output Disagreements 🧠Intelligence Compression

Towards Intrinsic Interpretability of Large Language Models:A Survey of Design Principles and Architectures 🔗Parser Combinators

When Choices Become Risks: Safety Failures of Large Language Models under Multiple-Choice Constraints 🌳Context free grammars

Self-Improving Tabular Language Models via Iterative Group Alignment 🤖Grammar Induction

RLM-on-KG: Heuristics First, LLMs When Needed: Adaptive Retrieval Control over Mention Graphs for Scattered Evidence 🔍Information Retrieval

Method for Aggregating Unstructured Data Using Large Language Models 🤖Automated Parsing

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