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MMLU

Papers

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Showing 251–300 of 340 papers

TitleStatusHype
Large Language Model Compression with Neural Architecture Search—0
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
Continuous Approximations for Improving Quantization Aware Training of LLMs—0
CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data PartitionsCode0
LLM-TOPLA: Efficient LLM Ensemble by Maximising DiversityCode0
BrainTransformers: SNN-LLM—0
Efficiently Deploying LLMs with Controlled Risk—0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs—0
Instance-adaptive Zero-shot Chain-of-Thought Prompting—0
SSR: Alignment-Aware Modality Connector for Speech Language Models—0
Uncovering Latent Chain of Thought Vectors in Language Models—0
Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination—0
GRIN: GRadient-INformed MoE—0
Eir: Thai Medical Large Language Models—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models—0
MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMsCode0
Performance Law of Large Language ModelsCode0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning—0
BOTS-LM: Training Large Language Models for Setswana—0
Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design—0
ALLaM: Large Language Models for Arabic and English—0
metabench -- A Sparse Benchmark to Measure General Ability in Large Language ModelsCode0
AgentInstruct: Toward Generative Teaching with Agentic Flows—0
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning—0
Changing Answer Order Can Decrease MMLU Accuracy—0
EmPO: Emotion Grounding for Empathetic Response Generation through Preference OptimizationCode0
Training-Free Exponential Context Extension via Cascading KV CacheCode0
Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling—0
DEM: Distribution Edited Model for Training with Mixed Data Distributions—0
Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback—0
Optimised Grouped-Query Attention Mechanism for Transformers—0
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model EvaluationCode0
Understanding Finetuning for Factual Knowledge Extraction—0
Input Conditioned Graph Generation for Language AgentsCode0
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance—0
Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting—0
ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank AdaptationCode0
Reactor Mk.1 performances: MMLU, HumanEval and BBH test results—0
MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models—0
Quantifying Variance in Evaluation Benchmarks—0
GEB-1.3B: Open Lightweight Large Language Model—0
An Empirical Study of Mamba-based Language Models—0
Does your data spark joy? Performance gains from domain upsampling at the end of training—0
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization FunctionCode0
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures—0
Spanish and LLM Benchmarks: is MMLU Lost in Translation?—0
GECKO: Generative Language Model for English, Code and Korean—0
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All datasetsSIOP 2020/2021MMLU-ProVCTK

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1go ahead, make my dataFinal_score61.72—Unverified
2#GreedyCowFinal_score61.63—Unverified
3Don't Ask Us yFinal_score61.4—Unverified
4Data_and_ConfusedFinal_score60.96—Unverified
5WafflesFinal_score60.91—Unverified
6raakaFinal_score60.91—Unverified
7Team ProcrustinationFinal_score60.64—Unverified
8Axiom Consulting PartnersFinal_score60.63—Unverified
9Lets_Be_FairFinal_score60.23—Unverified
10goonersFinal_score60.22—Unverified
#ModelMetricClaimedVerifiedStatus
1Orange-mini0-shot MRR99.19—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridBeam+SI-SDRi13.3—Unverified