| Large Language Model Compression with Neural Architecture Search | Oct 9, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths | Oct 7, 2024 | AttributeGSM8K | —Unverified | 0 |
| Continuous Approximations for Improving Quantization Aware Training of LLMs | Oct 6, 2024 | MMLUModel Compression | —Unverified | 0 |
| CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions | Oct 4, 2024 | Instruction FollowingMMLU | CodeCode Available | 0 |
| LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity | Oct 4, 2024 | DiversityEnsemble Pruning | CodeCode Available | 0 |
| BrainTransformers: SNN-LLM | Oct 3, 2024 | ARCGSM8K | —Unverified | 0 |
| Efficiently Deploying LLMs with Controlled Risk | Oct 3, 2024 | MMLUTruthfulQA | —Unverified | 0 |
| DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining | Sep 30, 2024 | Continual PretrainingDomain Adaptation | —Unverified | 0 |
| Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs | Sep 30, 2024 | ARCDiversity | —Unverified | 0 |
| Instance-adaptive Zero-shot Chain-of-Thought Prompting | Sep 30, 2024 | GSM8KMath | —Unverified | 0 |
| SSR: Alignment-Aware Modality Connector for Speech Language Models | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Uncovering Latent Chain of Thought Vectors in Language Models | Sep 21, 2024 | ARCGSM8K | —Unverified | 0 |
| Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination | Sep 19, 2024 | General KnowledgeMMLU | —Unverified | 0 |
| GRIN: GRadient-INformed MoE | Sep 18, 2024 | HellaSwagHumanEval | —Unverified | 0 |
| Eir: Thai Medical Large Language Models | Sep 13, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks | Sep 13, 2024 | ARCCode Generation | —Unverified | 0 |
| Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models | Sep 7, 2024 | MMLUTruthfulQA | —Unverified | 0 |
| MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMs | Sep 3, 2024 | MMLU | CodeCode Available | 0 |
| Performance Law of Large Language Models | Aug 19, 2024 | MMLU | CodeCode Available | 0 |
| SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models | Aug 16, 2024 | GSM8KMMLU | —Unverified | 0 |
| Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning | Aug 16, 2024 | counterfactualMMLU | —Unverified | 0 |
| BOTS-LM: Training Large Language Models for Setswana | Aug 5, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design | Jul 23, 2024 | Formal LogicLanguage Modelling | —Unverified | 0 |
| ALLaM: Large Language Models for Arabic and English | Jul 22, 2024 | DecoderLanguage Acquisition | —Unverified | 0 |
| metabench -- A Sparse Benchmark to Measure General Ability in Large Language Models | Jul 4, 2024 | ARCGSM8K | CodeCode Available | 0 |