khuangaf / Awesome-Chart-Understanding
A curated list of recent and past chart understanding work based on our IEEE TKDE survey paper: From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
☆192Updated last month
Alternatives and similar repositories for Awesome-Chart-Understanding:
Users that are interested in Awesome-Chart-Understanding are comparing it to the libraries listed below
- [NAACL 2024] MMC: Advancing Multimodal Chart Understanding with LLM Instruction Tuning☆95Updated 2 months ago
- Document Artifical Intelligence☆156Updated 3 months ago
- Dataset and Code for our ACL 2024 paper: "Multimodal Table Understanding". We propose the first large-scale Multimodal IFT and Pre-Train …☆190Updated 5 months ago
- [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs☆99Updated 3 months ago
- ☆69Updated 7 months ago
- ☆180Updated 8 months ago
- ☆131Updated last year
- [ACL 2024] ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.☆113Updated 6 months ago
- Official Repository of MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations☆73Updated 8 months ago
- Offical Repo for "Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale"☆229Updated last month
- A Toolkit for Table-based Question Answering☆110Updated last year
- Paper collections of multi-modal LLM for Math/STEM/Code.☆83Updated last week
- ☆263Updated 8 months ago
- [ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"☆219Updated last month
- ☆111Updated 8 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆104Updated 5 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆116Updated 4 months ago
- Reformatted Alignment☆115Updated 6 months ago
- The huggingface implementation of Fine-grained Late-interaction Multi-modal Retriever.☆83Updated 2 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆158Updated 9 months ago
- [NeurIPS2024] MATH-Vision dataset and code to measure multimodal mathematical reasoning capabilities.☆94Updated 2 weeks ago
- Official code for paper "UniIR: Training and Benchmarking Universal Multimodal Information Retrievers" (ECCV 2024)☆135Updated 5 months ago
- ☆227Updated last year
- ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)☆261Updated 11 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆147Updated 6 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆195Updated 9 months ago
- Dataset introduced in PlotQA: Reasoning over Scientific Plots☆74Updated last year
- This is the official repository for Retrieval Augmented Visual Question Answering☆211Updated 3 months ago
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆179Updated last year
- Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning☆77Updated last year