DAMO-NLP-SG / multilingual_analysis
[NeurIPS 2024] How do Large Language Models Handle Multilingualism?
☆16Updated 2 months ago
Alternatives and similar repositories for multilingual_analysis:
Users that are interested in multilingual_analysis are comparing it to the libraries listed below
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆102Updated 9 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆73Updated 3 months ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆42Updated last month
- ☆56Updated 4 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆50Updated 9 months ago
- The official repository of the Omni-MATH benchmark.☆66Updated 3 weeks ago
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆39Updated last month
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆71Updated 7 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆64Updated 9 months ago
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆64Updated 10 months ago
- [EMNLP Findings 2024 & ACL 2024 NLRSE Oral] Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards☆49Updated 8 months ago
- Language Imbalance Driven Rewarding for Multilingual Self-improving☆13Updated 2 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆44Updated last month
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆106Updated 6 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆54Updated last month
- A Survey on the Honesty of Large Language Models☆51Updated last month
- ☆57Updated 3 weeks ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆62Updated this week
- LoFiT: Localized Fine-tuning on LLM Representations☆30Updated this week
- BeHonest: Benchmarking Honesty in Large Language Models☆30Updated 5 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆61Updated 2 months ago
- A method of ensemble learning for heterogeneous large language models.☆33Updated 5 months ago
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆29Updated last month
- ☆71Updated 7 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆15Updated 3 weeks ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆26Updated this week
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆145Updated last month
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆55Updated 6 months ago
- ☆47Updated 9 months ago
- ☆61Updated 9 months ago