WENGSYX / ControlLMLinks
ControlLM is a method to control the personality traits and behaviors of language models in real-time at inference without costly training interventions.
☆18Updated last year
Alternatives and similar repositories for ControlLM
Users that are interested in ControlLM are comparing it to the libraries listed below
Sorting:
- Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)☆79Updated last year
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆52Updated 4 months ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Updated last year
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆115Updated 2 years ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆133Updated 5 months ago
- This repo contains code for our NeurIPS 2023 spotlight paper: Evaluating and Inducing Personality in Pre-trained Language Models☆56Updated 2 years ago
- AbstainQA, ACL 2024☆28Updated last year
- ☆75Updated last year
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆96Updated last year
- Contrastive Chain-of-Thought Prompting☆68Updated 2 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- PyTorch implementation of experiments in the paper Aligning Language Models with Human Preferences via a Bayesian Approach☆32Updated 2 years ago
- We have released the code and demo program required for LLM with self-verification☆63Updated 2 years ago
- MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation☆28Updated last year
- PASTA: Post-hoc Attention Steering for LLMs☆132Updated last year
- Resolving Knowledge Conflicts in Large Language Models, COLM 2024☆18Updated 2 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆79Updated last year
- [EMNLP 2024] Official implementation of "Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Ut…☆23Updated last year
- Code for "Small Models are Valuable Plug-ins for Large Language Models"☆132Updated 2 years ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆75Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆134Updated 10 months ago
- [WWW2024 Oral] Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering☆15Updated 8 months ago
- Recent papers on (1) Psychology of LLMs; (2) Biases in LLMs.☆50Updated 2 years ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆83Updated 11 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- Official implementation of Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024).☆43Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆71Updated 3 years ago
- ☆15Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 6 months ago
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆76Updated 7 months ago