A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
AI & ML interests
NLP, Information Retrieval, Computer Vision, Uncertainty Estimation, Trustworthy AI, Bias Estimation, Unbalanced ML, Choice Modeling, Time Series
Recent Activity
View all activity
Papers
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate
Organization Card
Artefact is a data-driven company specializing in Artificial Intelligence and Machine Learning solutions.
Our mission:
👉 We help organizations unlock the full potential of their data, empowering them to make smarter decisions and drive digital transformation.
👉 We place a strong emphasis on research-oriented innovation, actively contributing to the AI and data science community.
Visit our website | Follow us on LinkedIn
-
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 29 -
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 17 • 7 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 4 • 1 -
artefactory/BERTJudge-Formatted-QCR
Text Classification • 0.2B • Updated • 7 • 1
A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
-
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 29 -
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 17 • 7 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 4 • 1 -
artefactory/BERTJudge-Formatted-QCR
Text Classification • 0.2B • Updated • 7 • 1
models 40
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 4 • 1
artefactory/BERTJudge-Formatted-QCR-500k
Text Classification • 0.2B • Updated • 6 • 1
artefactory/BERTJudge-Formatted-QCR-200k
Text Classification • 0.2B • Updated • 7
artefactory/BERTJudge-Formatted-QCR-100k
Text Classification • 0.2B • Updated • 5
artefactory/BERTJudge-Formatted-QCR-OOD
Text Classification • 0.2B • Updated • 5
artefactory/BERTJudge-Formatted-CR
Text Classification • 0.2B • Updated • 5
artefactory/BERTJudge-Formatted-QCR
Text Classification • 0.2B • Updated • 7 • 1
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 17 • 7
artefactory/ALMA-13B-LoRA-SFT-xCOMET-QE-Multi-No-GPT-4
Text Generation • 13B • Updated • 3
artefactory/ALMA-13B-LoRA-SFT-xCOMET-QE-Multi-No-Base
Text Generation • 13B • Updated • 11
datasets 34
artefactory/ledger-long-context-KPI-QA
Viewer • Updated • 115k • 3.25k • 2
artefactory/ledger-market-sentiment
Viewer • Updated • 449k • 38 • 1
artefactory/ledger-long-context-multi-kpi
Viewer • Updated • 5k • 2.14k • 1
artefactory/BERTJudge-Dataset
Updated • 12.1k • 2
artefactory/Argimi-Ardian-Finance-10k-text-image
Viewer • Updated • 4.98M • 912 • 14
artefactory/Argimi-Ardian-Finance-10k-text
Viewer • Updated • 4.01M • 935 • 19
artefactory/Argimi-Ardian-QLB2.5-Llama-3_3-Nemotron-Super-49B-v1
Viewer • Updated • 6.75k • 5
artefactory/Argimi-Ardian-QLB2.5-Llama-3_1-Nemotron-Ultra-253B-v1
Viewer • Updated • 6.75k • 5
artefactory/Argimi-Ardian-QLB2.5-Qwen3-235B-A22B-Instruct-2507
Viewer • Updated • 6.75k • 5
artefactory/Argimi-Ardian-QLB2.5-Qwen3-32B
Viewer • Updated • 6.75k • 5