Government
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model Kenneth Li
Neural Information Processing Systems
This intervention significantly improves the performance of LLaMA models on the TruthfulQA benchmark.
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- Africa > Middle East > Egypt (0.28)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.27)
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The Cambridge Law Corpus: A Dataset for Legal AI Research
Neural Information Processing Systems
We introduce the Cambridge Law Corpus (CLC), a corpus for legal AI research.
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- Europe > United Kingdom > Wales (0.06)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.05)
- Europe > United Kingdom > Scotland (0.04)
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- Government > Regional Government > Europe Government > United Kingdom Government (0.93)
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- Information Technology > Artificial Intelligence > Natural Language > Text Processing (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (0.70)
Spectral Editing of Activations for Large Language Model Alignment
Neural Information Processing Systems
We also extend our method to non-linear editing using feature functions.
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- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
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- Government > Regional Government > North America Government > United States Government (0.46)
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Technology: Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
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- Asia > Middle East > Israel (0.04)
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- Europe > Germany > Rhineland-Palatinate > Kaiserslautern (0.04)
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- Health & Medicine > Diagnostic Medicine > Imaging (0.46)
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Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
Neural Information Processing Systems
Both component functions are in expectation forms, i.e.,
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- North America > United States > Texas > Brazos County > College Station (0.04)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
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- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
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- Leisure & Entertainment > Games > Computer Games (1.00)
- Law (1.00)
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- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Health & Medicine > Therapeutic Area > Immunology (0.73)
- Government > Regional Government > North America Government > United States Government > FDA (0.46)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
- Europe > Middle East > Cyprus > Pafos > Paphos (0.04)
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- Leisure & Entertainment > Games (1.00)
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- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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