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Showing 151–200 of 340 papers

TitleStatusHype
SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge IsolationCode0
Transferable text data distillation by trajectory matching—0
Probing then Editing Response Personality of Large Language ModelsCode0
Domain-Adaptive Continued Pre-Training of Small Language Models—0
Large Language Models Could Be Rote Learners—0
GAAPO: Genetic Algorithmic Applied to Prompt Optimization—0
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models—0
More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment—0
Order Independence With Finetuning—0
Effective Skill Unlearning through Intervention and AbstentionCode0
Efficient Model Development through Fine-tuning Transfer—0
ChatBench: From Static Benchmarks to Human-AI EvaluationCode0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
SuperBPE: Space Travel for Language Models—0
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama—0
Evaluating Mathematical Reasoning Across Large Language Models: A Fine-Grained Approach—0
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation—0
Effectiveness of Zero-shot-CoT in Japanese Prompts—0
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation—0
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework—0
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning—0
Universality of Layer-Level Entropy-Weighted Quantization Beyond Model Architecture and Size—0
KurTail : Kurtosis-based LLM Quantization—0
When an LLM is apprehensive about its answers -- and when its uncertainty is justifiedCode0
None of the Above, Less of the Right: Parallel Patterns between Humans and LLMs on Multi-Choice Questions Answering—0
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation—0
Voting or Consensus? Decision-Making in Multi-Agent DebateCode0
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?—0
Efficient Federated Search for Retrieval-Augmented Generation—0
WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More ChallengingCode0
Detecting Benchmark Contamination Through Watermarking—0
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks—0
Distributional Scaling Laws for Emergent Capabilities—0
Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks—0
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs—0
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests—0
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models—0
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay PerspectiveCode0
None of the Others: a General Technique to Distinguish Reasoning from Memorization in Multiple-Choice LLM Evaluation Benchmarks—0
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception—0
Language Complexity Measurement as a Noisy Zero-Shot Proxy for Evaluating LLM Performance—0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning—0
Leveraging Uncertainty Estimation for Efficient LLM Routing—0
ORI: O Routing Intelligence—0
Cost-Saving LLM Cascades with Early Abstention—0
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models—0
Forget What You Know about LLMs Evaluations - LLMs are Like a ChameleonCode0
OpenGrok: Enhancing SNS Data Processing with Distilled Knowledge and Mask-like MechanismsCode0
Tokenization Standards for Linguistic Integrity: Turkish as a Benchmark—0
RoToR: Towards More Reliable Responses for Order-Invariant InputsCode0
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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