LiSeCo: Linear Semantic Control for Language Generation
cs.CL, cs.SY, eess.SY
Submitted: 2024-05-24
Updated: 2026-09-23
Code: https://github.com/sahil280114/codealpaca
Terminology
Sources
- Controllable Text Generation in the Instruction-Tuning Era
- Qwen Technical Report
- What's the Magic Word? A Control Theory of LLM Prompting
- Inspecting and Editing Knowledge Representations in Language Models
- Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders
- A Unified Understanding and Evaluation of Steering Methods
- Style Vectors for Steering Generative Large Language Model
- LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs
- NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics
- Prompt Engineering Through the Lens of Optimal Control
- Controlling Language and Diffusion Models by Transporting Activations
- Taming AI Bots: Controllability of Neural States in Large Language Models
- Gemma 2: Improving Open Language Models at a Practical Size
- Steering Language Models With Activation Engineering
- Large Language Models for Social Networks: Applications, Challenges, and Solutions
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