Emmanuel Malherbe

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upvoted a paper 29 days ago

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

Paper • 2606.13100 • Published Jun 11 • 2

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 Sep 18 • 6

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

upvoted a paper 9 months ago

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

Paper • 2509.04492 • Published Sep 1, 2025 • 10

upvoted a collection about 1 year 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

upvoted 3 papers over 1 year ago

Should We Still Pretrain Encoders with Masked Language Modeling?

Paper • 2507.00994 • Published Jul 1, 2025 • 81

MMTEB: Massive Multilingual Text Embedding Benchmark

Paper • 2502.13595 • Published Feb 19, 2025 • 50

EuroBERT: Scaling Multilingual Encoders for European Languages

Paper • 2503.05500 • Published Mar 7, 2025 • 81

upvoted an article over 1 year ago

view article

Article

Introducing EuroBERT: A High-Performance Multilingual Encoder Model

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EuroBERT

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Mar 10, 2025

• 150

upvoted 2 papers about 2 years ago

Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis

Paper • 2409.20059 • Published Sep 30, 2024 • 16

Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism

Paper • 2402.12997 • Published Feb 20, 2024 • 9