JacksonWuxs / UsableXAI_LLM
Using Explanations as a Tool for Advanced LLMs
☆51Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for UsableXAI_LLM
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆33Updated this week
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆47Updated last month
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆37Updated 2 months ago
- ☆39Updated last month
- Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).☆43Updated 7 months ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆69Updated 9 months ago
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆74Updated 8 months ago
- Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Le…☆68Updated 8 months ago
- ☆38Updated last year
- InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆54Updated last week
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆36Updated 4 months ago
- DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems☆18Updated last month
- ☆33Updated last year
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆71Updated last month
- Code for "Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models", ICLR 2024 Oral.☆20Updated 7 months ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆84Updated 5 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆31Updated 3 weeks ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆45Updated 7 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆46Updated last year
- The Paper List on Data Contamination for Large Language Models Evaluation.☆76Updated this week
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆19Updated this week
- ☆108Updated 10 months ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆88Updated 7 months ago
- ☆31Updated last year
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆36Updated 5 months ago
- ☆26Updated 9 months ago
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆29Updated last year
- [ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.☆19Updated last month
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆9Updated 4 months ago