Emmanuel Malherbe

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authored a paper 5 days 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 5 days ago

Artefactual: LLM Hallucination detection

Collection

1 item • Updated 5 days ago • 1

LLM Integration Assets

Collection

1 item • Updated 5 days ago

upvoted a paper 5 days 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 about 2 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

updated 2 collections 5 months ago

MLM versus CLM for NLP tasks

Collection

Related paper: "Should We Still Pretrain Encoders with Masked Language Modeling?" • 1 item • Updated Sep 11, 2025

EuroBERT Encoding model

Collection

Suite of models for improved integration into RAG (for information retrieval), designed for ease-of-use and practicability in industrial context • 5 items • Updated Sep 11, 2025 • 1

upvoted a collection 5 months ago

EuroBERT Encoding model

Collection

Suite of models for improved integration into RAG (for information retrieval), designed for ease-of-use and practicability in industrial context • 5 items • Updated Sep 11, 2025 • 1

updated a Space 5 months ago

Running

README

👀

liked 3 models 5 months ago

EuroBERT/EuroBERT-2.1B

Fill-Mask • 2B • Updated Oct 18, 2025 • 248 • 64

EuroBERT/EuroBERT-610m

Fill-Mask • 0.8B • Updated Oct 18, 2025 • 1.49k • 32

EuroBERT/EuroBERT-210m

Fill-Mask • 0.3B • Updated Oct 18, 2025 • 5.23k • 78

liked a dataset 5 months ago

artefactory/Argimi-Legal-French-Jurisprudence

Viewer • Updated Jul 22, 2025 • 768k • 317 • 10

upvoted a paper 7 months ago

Should We Still Pretrain Encoders with Masked Language Modeling?

Paper • 2507.00994 • Published Jul 1, 2025 • 81

authored a paper 7 months ago

Should We Still Pretrain Encoders with Masked Language Modeling?

Paper • 2507.00994 • Published Jul 1, 2025 • 81

updated a collection 10 months ago

Abstention Reranking

Collection

Related paper: "Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism" (accepted at TMLR 2024) • 3 items • Updated Apr 10, 2025