Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"
☆26Nov 16, 2023Updated 2 years ago
Alternatives and similar repositories for Active-IT
Users that are interested in Active-IT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Constrained Decoding Project☆20Nov 10, 2023Updated 2 years ago
- CaMML:Context-Aware MultiModal Learner for Large Models (ACL 2024 SAC Award)☆15May 21, 2025Updated last year
- Code and dataset for Polyglot Prompting: Multilingual Multitask Prompt Training.☆18Dec 7, 2022Updated 3 years ago
- ☆23Dec 18, 2024Updated last year
- Source code of ACL 2023 accepted paper "AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression"☆13Jun 14, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- ☆11Feb 28, 2025Updated last year
- ☆153Apr 16, 2024Updated 2 years ago
- ☆64Apr 9, 2024Updated 2 years ago
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 3 years ago
- ☆18Jun 19, 2023Updated 3 years ago
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆13Jul 21, 2024Updated last year
- ☆17Jun 14, 2023Updated 3 years ago
- Few-shot Learning with Auxiliary Data☆31Dec 8, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆11May 24, 2024Updated 2 years ago
- [NeurIPS 2021] Duplex Sequence-to-Sequence Learning for Reversible Machine Translation☆15Jun 7, 2022Updated 4 years ago
- ☆13Oct 26, 2020Updated 5 years ago
- AI Logging for Interpretability and Explainability🔬☆146Jun 7, 2024Updated 2 years ago
- ☆24Oct 14, 2024Updated last year
- To mitigate position bias in LLMs, especially in long-context scenarios, we scale only one dimension of LLMs, reducing position bias and …☆12Jun 18, 2024Updated 2 years ago
- 🫧 Code for Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data (Maekawa*, Iso* et al.…☆12Feb 25, 2025Updated last year
- [NeurIPS 2024 poster] Cross-model Control: Improving Multiple Large Language Models in One-time Training☆14Oct 25, 2024Updated last year
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆91Nov 13, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction☆13May 1, 2024Updated 2 years ago
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆43May 20, 2025Updated last year
- This code accompanies the paper DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering.☆16Mar 20, 2023Updated 3 years ago
- This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classificati…☆16Jun 3, 2024Updated 2 years ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆414Jun 25, 2025Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 3 years ago
- Source code for paper "Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks"☆33Jul 23, 2023Updated 2 years ago
- ☆26Jun 5, 2025Updated last year
- A task relevant entity linking toolkit☆22Apr 2, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Converter from UD-trees to BART representation☆35Mar 6, 2024Updated 2 years ago
- Official implementation for "Mixture of In-Context Experts Enhance LLMs’ Awareness of Long Contexts" (Accepted by Neurips2024)☆14Jan 7, 2025Updated last year
- [NeurIPS 2024 D&B Track] DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation☆13Mar 5, 2025Updated last year
- PathPiece tokenizer☆14Nov 10, 2024Updated last year
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆10Apr 8, 2021Updated 5 years ago
- ☆11Sep 27, 2022Updated 3 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆597Dec 9, 2024Updated last year