2025
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

2024
A Hybrid Loss Framework for Decomposition-based Time Series Forecasting Methods: Balancing Global and Component Errors.
CoRR, 2024

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.
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

The FinBen: An Holistic Financial Benchmark for Large Language Models.
CoRR, 2024

Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.
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.
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.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
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

2022
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

2020
Improved Tourism Recommendation System.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020