UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI

arXiv:2610.00408 · cs.CL · Submitted 2026-09-30 · Read on arXiv

cs.CL

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/ClaudiuCreanga/sem-eval-2024-task-2

Terminology

• Consistency — 12× in this paper · explained in 3 episodes
• Benchmark — 7× in this paper · explained in 2 episodes
• Fine-Tuning — 2× in this paper · explained in 5 episodes
• Hallucination — 2× in this paper · explained in 3 episodes
• Quantization — 2× in this paper · explained in 12 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• F1 Score — 1× in this paper · explained in 3 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 2 episodes
• Hybrid System — 1× in this paper · explained in 2 episodes
• Instruction Tuning — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

Sources

• A Comprehensive Evaluation of Large Language Models on Benchmark Biomedical Text Processing Tasks
• Mistral 7B
• Llama 2: Open Foundation and Fine-Tuned Chat Models
• MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

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