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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 • 149 • 7 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 14 • 1 -
artefactory/BERTJudge-Formatted-QCR
Text Classification • 0.2B • Updated • 64 • 1
Hippolyte Gisserot-Boukhlef
hgissbkh
AI & ML interests
NLP, Information Retrieval, Uncertainty Estimation
Recent Activity
updated a collection 6 days ago
BERT-as-a-Judge updated a collection 6 days ago
BERT-as-a-Judge updated a model 6 days ago
artefactory/BERTJudge-Free-CROrganizations
MLM vs CLM
Trustworthy Reranking
Reasoning Analysis
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When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance
Paper • 2509.22193 • Published • 38 -
When-Does-Reasoning-Matter/general-reasoning-ift-pairs
Viewer • Updated • 2.97M • 172 • 4 -
When-Does-Reasoning-Matter/math-reasoning-ift-pairs
Viewer • Updated • 458k • 299 • 8
EuroBERT
Translation Alignment
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Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
Paper • 2409.20059 • Published • 16 -
artefactory/ALMA-13B-LoRA
Text Generation • 13B • Updated • 7 -
artefactory/ALMA-13B-LoRA-SFT-xCOMET-QE-Multi
Text Generation • 13B • Updated • 7 -
artefactory/ALMA-13B-LoRA-CPO-xCOMET-QE-Multi
Text Generation • 13B • Updated • 7
BERT-as-a-Judge
-
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 • 149 • 7 -
artefactory/BERTJudge-Free-CR
Text Classification • 0.2B • Updated • 14 • 1 -
artefactory/BERTJudge-Formatted-QCR
Text Classification • 0.2B • Updated • 64 • 1
Reasoning Analysis
-
When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance
Paper • 2509.22193 • Published • 38 -
When-Does-Reasoning-Matter/general-reasoning-ift-pairs
Viewer • Updated • 2.97M • 172 • 4 -
When-Does-Reasoning-Matter/math-reasoning-ift-pairs
Viewer • Updated • 458k • 299 • 8
MLM vs CLM
EuroBERT
Trustworthy Reranking
Translation Alignment
-
Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis
Paper • 2409.20059 • Published • 16 -
artefactory/ALMA-13B-LoRA
Text Generation • 13B • Updated • 7 -
artefactory/ALMA-13B-LoRA-SFT-xCOMET-QE-Multi
Text Generation • 13B • Updated • 7 -
artefactory/ALMA-13B-LoRA-CPO-xCOMET-QE-Multi
Text Generation • 13B • Updated • 7