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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
Measuring Hong Kong Massive Multi-Task Language Understanding—0
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning—0
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation—0
Few-Shot Recalibration of Language Models—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
LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception—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
LLMs Outperform Experts on Challenging Biology Benchmarks—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
Measuring Progress on Scalable Oversight for Large Language Models—0
Changing Answer Order Can Decrease MMLU Accuracy—0
Efficient Model Development through Fine-tuning Transfer—0
Efficiently Deploying LLMs with Controlled Risk—0
LLaMA Beyond English: An Empirical Study on Language Capability Transfer—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
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction—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
5raakaFinal_score60.91—Unverified
6WafflesFinal_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