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Papers
CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports
EACL 2026
TASER: Table Agents for Schema-guided Extraction and Recommendation
EACL 2026
TEN: Table Explicitization, Neurosymbolically
ACL 2026
A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature
AACL 2025
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR
ACL 2025
LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement
AAAI 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles
NAACL 2025
MoleculeMiner: Extracting and Linking Molecule Figures with Tabular Metadata
IJCAI 2025
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
NAACL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation
ACL 2025
CSIRO at Context24: Contextualising Scientific Figures and Tables in Scientific Literature
ACL 2024
Schema-Driven Information Extraction from Heterogeneous Tables
EMNLP 2024
DePlot: One-shot visual language reasoning by plot-to-table translation
ACL 2023
Enhancing Structured Evidence Extraction for Fact Verification
EMNLP 2023
Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs
AAAI 2022
PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents
CVPR 2022
TELIN: Table Entity LINker for Extracting Leaderboards from Machine Learning Publications
AACL 2022
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021