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model evaluation

442 papers

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large language model (12755) benchmark evaluation (1539) text classification (6776) language model (4573) natural language processing (2027) evaluation benchmark (250) natural language inference (1278) multimodal learning (4622) bias detection (419) transfer learning (5442)

Papers

Evaluation for Change ACL 2023
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses NIPS 2023
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies ICML 2023
OLEA: Tool and Infrastructure for Offensive Language Error Analysis in English EACL 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization ACL 2023
How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources NIPS 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation EMNLP 2023
FinGPT: Large Generative Models for a Small Language EMNLP 2023
Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications EMNLP 2023
LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023
The Self-Contained Negation Test Set EMNLP 2023
Automated Classification of Model Errors on ImageNet NIPS 2023
AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases EMNLP 2023
How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench EMNLP 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation ICML 2023
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023
“Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text EMNLP 2023
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models CVPR 2023
Legal Judgment Prediction: If You Are Going to Do It, Do It Right EMNLP 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms EMNLP 2023
ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023
On the Calibration of Large Language Models and Alignment EMNLP 2023