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Papers

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Showing 126–150 of 340 papers

TitleStatusHype
Interleaved Reasoning for Large Language Models via Reinforcement Learning—0
The Price of Format: Diversity Collapse in LLMsCode0
Efficient Data Selection at Scale via Influence Distillation—0
BnMMLU: Measuring Massive Multitask Language Understanding in BengaliCode0
B-score: Detecting biases in large language models using response history—0
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-TuningCode0
INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling—0
Cost-aware LLM-based Online Dataset Annotation—0
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning—0
Dual Decomposition of Weights and Singular Value Low Rank Adaptation—0
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst—0
Void in Language ModelsCode0
Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained SettingsCode0
Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation—0
Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language ModelsCode0
Mining Hidden Thoughts from Texts: Evaluating Continual Pretraining with Synthetic Data for LLM Reasoning—0
KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
SEM: Reinforcement Learning for Search-Efficient Large Language Models—0
A Scaling Law for Token Efficiency in LLM Fine-Tuning Under Fixed Compute Budgets—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
LLMs Outperform Experts on Challenging Biology Benchmarks—0
Measuring Hong Kong Massive Multi-Task Language Understanding—0
Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients—0
LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception—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