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Evaluation

2,155 papers

Papers per year

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Papers

Extrinsic Evaluation of Cultural Competence in Large Language Models EMNLP 2024
VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation EMNLP 2024
Remember This Event That Year? Assessing Temporal Information and Understanding in Large Language Models EMNLP 2024
Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge EMNLP 2024
What Kind of Sourcery is This? Evaluating GPT-4’s Performance on Linking Scientific Fact to Citations EMNLP 2024
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024
Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024
Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024
EASSE-DE & EASSE-multi: Easier Automatic Sentence Simplification Evaluation for German & Multiple Languages EMNLP 2024
MSLC24 Submissions to the General Machine Translation Task EMNLP 2024
WMT24 Test Suite: Gender Resolution in Speaker-Listener Dialogue Roles EMNLP 2024
chrF-S: Semantics Is All You Need EMNLP 2024
MSLC24: Further Challenges for Metrics on a Wide Landscape of Translation Quality EMNLP 2024
MetricX-24: The Google Submission to the WMT 2024 Metrics Shared Task EMNLP 2024
Expanding the FLORES+ Multilingual Benchmark with Translations for Aragonese, Aranese, Asturian, and Valencian EMNLP 2024
Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy EMNLP 2024
Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024
Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024
Data Thinning for Convolution-Closed Distributions JMLR 2024
AMLB: an AutoML Benchmark JMLR 2024
A Closer Look at Claim Decomposition NAACL 2024
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems NAACL 2024
Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024
Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations NAACL 2024