Emmanuel Malherbe

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upvoted a paper 6 days ago

LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction

Paper • 2606.13100 • Published Jun 11 • 2

updated 2 collections 9 days ago

LEDGER

Collection

A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction • 4 items • Updated 9 days ago • 1

BERT-as-a-Judge

Collection

6 items • Updated 9 days ago

upvoted a collection 4 months ago

LEDGER

Collection

A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction • 4 items • Updated 9 days ago • 6

liked 3 datasets 4 months ago

artefactory/ledger-market-sentiment

Viewer • Updated Jul 16 • 449k • 136 • 10

artefactory/ledger-long-context-KPI-QA

Viewer • Updated Aug 23 • 115k • 2.74k • 15

artefactory/ledger-long-context-multi-kpi

Viewer • Updated Jul 16 • 5k • 2.75k • 15

upvoted a paper 6 months ago

BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation

Paper • 2604.09497 • Published Apr 10 • 29

authored a paper 8 months ago

Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate

Paper • 2509.04492 • Published Sep 1, 2025 • 10

updated 2 collections 8 months ago

Artefactual: LLM Hallucination detection

Collection

1 item • Updated Jan 22 • 1

LLM Integration Assets

Collection

1 item • Updated Jan 22

upvoted a paper 8 months ago

Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate

Paper • 2509.04492 • Published Sep 1, 2025 • 10

updated a collection 10 months ago

MLM vs CLM

Collection

Research material on research about pre-training encoders, with extensive comparison on masked language modeling paradigm vs causal langage modeling. • 5 items • Updated Dec 1, 2025