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MMLU

Papers

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Showing 176–200 of 340 papers

TitleStatusHype
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning—0
BenTo: Benchmark Task Reduction with In-Context TransferabilityCode0
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs—0
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks—0
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical ReasoningCode1
LoLCATs: On Low-Rank Linearizing of Large Language ModelsCode3
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context LearningCode0
Towards Multilingual LLM Evaluation for European Languages—0
Upcycling Large Language Models into Mixture of Experts—0
Large Language Model Compression with Neural Architecture Search—0
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual AlignmentCode1
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
Continuous Approximations for Improving Quantization Aware Training of LLMs—0
LLM-TOPLA: Efficient LLM Ensemble by Maximising DiversityCode0
CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data PartitionsCode0
BrainTransformers: SNN-LLM—0
Efficiently Deploying LLMs with Controlled Risk—0
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs—0
SSR: Alignment-Aware Modality Connector for Speech Language Models—0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Instance-adaptive Zero-shot Chain-of-Thought Prompting—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
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoningCode1
GRIN: GRadient-INformed MoE—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