Datasets for ReDSI, a pipeline for Differentiable Search Index and generative retrieval experiments. Code: github.com/artefactory/redsi
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A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
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artefactory/ledger-long-context-KPI-QA
Viewer • Updated • 115k • 994 • 25 -
artefactory/ledger-long-context-multi-kpi
Viewer • Updated • 5k • 634 • 23 -
artefactory/ledger-market-sentiment
Viewer • Updated • 449k • 183 • 10 -
LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
Paper • 2606.13100 • Published • 2
Suite of models for improved integration into RAG (for information retrieval), designed for ease-of-use and practicability in industrial context
Pretrained WEPR models
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BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 28 -
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 80 • 9 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 7 • 1 -
artefactory/BERTJudge-Formatted-CR
Text Classification • 0.2B • Updated • 7
Research material on research about pre-training encoders, with extensive comparison on masked language modeling paradigm vs causal langage modeling.
Datasets for ReDSI, a pipeline for Differentiable Search Index and generative retrieval experiments. Code: github.com/artefactory/redsi
Pretrained WEPR models
A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
-
artefactory/ledger-long-context-KPI-QA
Viewer • Updated • 115k • 994 • 25 -
artefactory/ledger-long-context-multi-kpi
Viewer • Updated • 5k • 634 • 23 -
artefactory/ledger-market-sentiment
Viewer • Updated • 449k • 183 • 10 -
LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
Paper • 2606.13100 • Published • 2
-
BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation
Paper • 2604.09497 • Published • 28 -
artefactory/BERTJudge
Text Classification • 0.2B • Updated • 80 • 9 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 7 • 1 -
artefactory/BERTJudge-Formatted-CR
Text Classification • 0.2B • Updated • 7
Research material on research about pre-training encoders, with extensive comparison on masked language modeling paradigm vs causal langage modeling.
Suite of models for improved integration into RAG (for information retrieval), designed for ease-of-use and practicability in industrial context