One Model Is Not a Crowd: Multi-LLM and Aspect-Conditioned Diverse Comment Generation
cs.CL
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- Phi-4 Technical Report
- Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
- GPT-4 Technical Report
- The Llama 4 Herd: Architecture, Training, Evaluation, and Deployment Notes
- gpt-oss-120b & gpt-oss-20b Model Card
- Using Semantic Similarity and Text Embedding to Measure the Social Media Echo of Strategic Communications
- Language-Driven Opinion Dynamics in Agent-Based Simulations with LLMs
- On the Diversity of Synthetic Data and its Impact on Training Large Language Models
- From Persona to Personalization: A Survey on Role-Playing Language Agents
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
- When One LLM Drools, Multi-LLM Collaboration Rules
- Scaling Synthetic Data Creation with 1,000,000,000 Personas
- RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models
- GneissWeb: Preparing High Quality Data for LLMs at Scale
- BERTopic: Neural topic modeling with a class-based TF-IDF procedure
- Training Compute-Optimal Large Language Models
- The Anatomy of the Moltbook Social Graph
- Explaining Length Bias in LLM-Based Preference Evaluations
- Mixtral of Experts
- DeepSeek-V3 Technical Report
Related papers
- Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
- Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
- Subliminal Steering: Stronger Encoding of Hidden Signals
- MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
- The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
- Untangling the Mechanisms of Misleading Context in Medical Question Answering