🤖 LLM - hop1.ng.1357 · Scour

From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors ✨LLMs

Structural Generalization on SLOG without Hand-Written Rules ✨LLMs

The Structured Output Benchmark: A Multi-Source Benchmark for Evaluating Structured Output Quality in Large Language Models ✨LLMs

Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction 🔍Information Extraction

Associative-State Universal Transformers: Sparse Retrieval Meets Structured Recurrence 🔁Finite Automata

Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective ✨LLMs

Evaluation of Automatic Speech Recognition Using Generative Large Language Models ✨LLMs

Large Language Models for Multilingual Code Intelligence: A Survey ✨LLMs

Carbon-Taxed Transformers: A Green Compression Pipeline for Overgrown Language Models ✨LLMs

CoQuant: Joint Weight-Activation Subspace Projection for Mixed-Precision LLMs ✨LLMs

From Syntax to Emotion: A Mechanistic Analysis of Emotion Inference in LLMs ✨LLMs

LayerBoost: Layer-Aware Attention Reduction for Efficient LLMs ✨LLMs

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent 👤Search Personalization

Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt 🪄Prompt Engineering

Naamah: A Large Scale Synthetic Sanskrit NER Corpus via DBpedia Seeding and LLM Generation ✨LLMs

Reasoning Primitives in Hybrid and Non-Hybrid LLMs ✨LLMs

Evaluating Large Language Models on Computer Science University Exams in Data Structures ✨LLMs

Turning the TIDE: Cross-Architecture Distillation for Diffusion Large Language Models ✨LLMs

JigsawRL: Assembling RL Pipelines for Efficient LLM Post-Training ✨LLMs

Job Skill Extraction via LLM-Centric Multi-Module Framework ✨LLMs

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