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MMLU

Papers

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Showing 101–150 of 340 papers

TitleStatusHype
Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
An Assessment of Model-On-Model Deception—0
Cost-Saving LLM Cascades with Early Abstention—0
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
ALLaM: Large Language Models for Arabic and English—0
Cost-aware LLM-based Online Dataset Annotation—0
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks—0
GenBFA: An Evolutionary Optimization Approach to Bit-Flip Attacks on LLMs—0
GAAPO: Genetic Algorithmic Applied to Prompt Optimization—0
FRAMES: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy—0
Continuous Approximations for Improving Quantization Aware Training of LLMs—0
CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge—0
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training—0
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks—0
GEB-1.3B: Open Lightweight Large Language Model—0
GECKO: Generative Language Model for English, Code and Korean—0
GEM: Empowering LLM for both Embedding Generation and Language Understanding—0
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning—0
Few-Shot Recalibration of Language Models—0
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation—0
LLMs Outperform Experts on Challenging Biology Benchmarks—0
GRIN: GRadient-INformed MoE—0
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities—0
AgentInstruct: Toward Generative Teaching with Agentic Flows—0
Evaluation of large language models using an Indian language LGBTI+ lexicon—0
Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks—0
LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering—0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
Simple and Provable Scaling Laws for the Test-Time Compute of Large Language Models—0
Enterprise Large Language Model Evaluation Benchmark—0
A Scaling Law for Token Efficiency in LLM Fine-Tuning Under Fixed Compute Budgets—0
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction—0
Eir: Thai Medical Large Language Models—0
AcademicGPT: Empowering Academic Research—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
Uncovering Latent Chain of Thought Vectors in Language Models—0
Large Language Model Compression with Neural Architecture Search—0
LM-Cocktail: Resilient Tuning of Language Models via Model Merging—0
Changing Answer Order Can Decrease MMLU Accuracy—0
Efficient Model Development through Fine-tuning Transfer—0
Efficiently Deploying LLMs with Controlled Risk—0
Efficient Federated Search for Retrieval-Augmented Generation—0
Efficient Data Selection at Scale via Influence Distillation—0
ChainRank-DPO: Chain Rank Direct Preference Optimization for LLM Rankers—0
Effectiveness of Zero-shot-CoT in Japanese Prompts—0
From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment—0
Lizard: An Efficient Linearization Framework for Large Language Models—0
B-score: Detecting biases in large language models using response history—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