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AI & ML interests

NLP, Information Retrieval, Computer Vision, Uncertainty Estimation, Trustworthy AI, Bias Estimation, Unbalanced ML, Choice Modeling, Time Series

Recent Activity
CharlesMoslonka  updated a collection 26 days ago
LEDGER
chicham  updated a model about 1 month ago
artefactory/wepr-phi4
chicham  updated a model about 1 month ago
artefactory/wepr-mistral-small
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Papers

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

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

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artefactory 's collections 7

LEDGER
A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
Translation Alignment Analysis
Related paper: "Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis" (accepted at WMT 2024)
MLM versus CLM for NLP tasks
Related paper: "Should We Still Pretrain Encoders with Masked Language Modeling?"
LEDGER
A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction
MLM versus CLM for NLP tasks
Related paper: "Should We Still Pretrain Encoders with Masked Language Modeling?"
Translation Alignment Analysis
Related paper: "Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis" (accepted at WMT 2024)