imodels/multitask-tabular-datasets
Updated
• 57 • 2
AI & ML interests
Interpretability, Trees, Rules
csinva
updated a dataset about 2 years ago
csinva
authored 4 papers about 2 years ago
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Paper
• 2206.04615 • Published
• 6
Emb-GAM: an Interpretable and Efficient Predictor using Pre-trained Language Models
Paper
• 2209.11799 • Published
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge
Paper
• 1909.13584 • Published
Rethinking Interpretability in the Era of Large Language Models
Paper
• 2402.01761 • Published
• 23
csinva
updated a dataset over 2 years ago
csinva
authored 4 papers over 2 years ago
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
Paper
• 2311.02262 • Published
• 14
Tree Prompting: Efficient Task Adaptation without Fine-Tuning
Paper
• 2310.14034 • Published
• 3
Explaining black box text modules in natural language with language models
Paper
• 2305.09863 • Published
• 3
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
Paper
• 2112.02721 • Published
csinva
updated a dataset about 3 years ago
csinva
updated a model over 3 years ago