Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts.
CoRR, January, 2025
LAiW: A Chinese Legal Large Language Models Benchmark.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
A Hybrid Loss Framework for Decomposition-based Time Series Forecasting Methods: Balancing Global and Component Errors.
CoRR, 2024
Legend: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets.
CoRR, 2024
Dishonesty in Helpful and Harmless Alignment.
CoRR, 2024
Towards Understanding the Influence of Reward Margin on Preference Model Performance.
CoRR, 2024
Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective.
CoRR, 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.
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CoRR, 2024
DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model.
CoRR, 2024
FinBen: A Holistic Financial Benchmark for Large Language Models.
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Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.
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Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
LAiW: A Chinese Legal Large Language Models Benchmark (A Technical Report).
CoRR, 2023
Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models.
CoRR, 2023
Interpretable Sentencing Element-based Prison Term Prediction.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022
Improved Tourism Recommendation System.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020