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Evaluation

1654 directly classified papers

Papers per year

Papers

Efficient Lifelong Model Evaluation in an Era of Rapid Progress NIPS 2024
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution NIPS 2024
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages NIPS 2024
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma NIPS 2024
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles NIPS 2024
GenAI Arena: An Open Evaluation Platform for Generative Models NIPS 2024
Long-form factuality in large language models NIPS 2024
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents NIPS 2024
Benchmark Data Repositories for Better Benchmarking NIPS 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
ConStat: Performance-Based Contamination Detection in Large Language Models NIPS 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NIPS 2024
TRAM: Benchmarking Temporal Reasoning for Large Language Models ACL 2024
Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024
Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024
DebugBench: Evaluating Debugging Capability of Large Language Models ACL 2024
DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation AAAI 2024
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark NIPS 2024
Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NIPS 2024
Toward Conditional Distribution Calibration in Survival Prediction NIPS 2024
Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2) NIPS 2024
Demonstrating Arena 3.0: Advancing Social Navigation in Collaborative and Highly Dynamic Environments RSS 2024
Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NIPS 2024
Monoculture in Matching Markets NIPS 2024
Testing Semantic Importance via Betting NIPS 2024