Bolin97 / awesome-instruction-selectorView external linksLinks
Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning
☆47Jan 22, 2026Updated 3 weeks ago
Alternatives and similar repositories for awesome-instruction-selector
Users that are interested in awesome-instruction-selector are comparing it to the libraries listed below
Sorting:
- The source code of [WWW 2025] MoDiCF☆12Jul 12, 2025Updated 7 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆188Jun 25, 2025Updated 7 months ago
- A better Alpaca Model Trained with Less Data (only 9k instructions of the original set)☆24Jul 26, 2024Updated last year
- MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)☆11Apr 18, 2025Updated 9 months ago
- ☆16Sep 4, 2025Updated 5 months ago
- ☆147Apr 16, 2024Updated last year
- ☆87Dec 29, 2023Updated 2 years ago
- Kernel Herding for probability density estimation☆14Feb 23, 2016Updated 9 years ago
- Fantastic Data Engineering for Large Language Models☆93Dec 29, 2024Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Jul 20, 2025Updated 6 months ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆14Oct 12, 2023Updated 2 years ago
- NLPCC-2025 Shared-Task 1: LLM-Generated Text Detection☆16May 19, 2025Updated 8 months ago
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Feb 26, 2024Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆588Dec 9, 2024Updated last year
- Teaching Models to Express Their Uncertainty in Words☆39May 26, 2022Updated 3 years ago
- [ACL 2023] kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation☆17Jul 27, 2023Updated 2 years ago
- ☆14Apr 21, 2023Updated 2 years ago
- This is the source code for: Context-aware Entity Typing in Knowledge Graphs.☆16May 10, 2022Updated 3 years ago
- Source code for "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)☆17Jul 25, 2024Updated last year
- An evaluation suite for Retrieval-Augmented Generation (RAG).☆23Apr 26, 2025Updated 9 months ago
- PyTorch implementation of paper "Sparse Parameterization for Epitomic Dataset Distillation" in NeurIPS 2023.☆20Jun 28, 2024Updated last year
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Sep 27, 2025Updated 4 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆416Jun 25, 2025Updated 7 months ago
- A Survey on Data Selection for Language Models☆254Apr 29, 2025Updated 9 months ago
- ☆21Jul 25, 2025Updated 6 months ago
- ☆18May 5, 2021Updated 4 years ago
- ☆21Aug 19, 2024Updated last year
- Feeling confused about super alignment? Here is a reading list☆44Jan 9, 2024Updated 2 years ago
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆24Aug 25, 2025Updated 5 months ago
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆23Sep 30, 2024Updated last year
- ☆23Sep 9, 2023Updated 2 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆511Oct 20, 2024Updated last year
- Contrastive Attributed Network Anomaly Detection with Data Augmentation (PAKDD'22)☆29Aug 12, 2022Updated 3 years ago
- ☆25Apr 10, 2025Updated 10 months ago
- SMT Modeling and Configurable Program Analysis for Ghidra's PCODE☆32Feb 5, 2026Updated last week
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆35Jul 16, 2025Updated 6 months ago
- Updates DWARF debug sections and ELF symbols with info obtained through disassembly☆30Jul 9, 2024Updated last year
- Code for T-MARS data filtering☆35Aug 23, 2023Updated 2 years ago
- [NAACL 2025 Main Selected Oral] Repository for the paper: Prompt Compression for Large Language Models: A Survey☆36May 18, 2025Updated 8 months ago