2025
Open FinLLM Leaderboard: Towards Financial AI Readiness.
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CoRR, January, 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
LAiW: A Chinese Legal Large Language Models Benchmark.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent.
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CoRR, 2024
CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models.
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CoRR, 2024
Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?
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CoRR, 2024
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models.
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CoRR, 2024
AuditWen:An Open-Source Large Language Model for Audit.
CoRR, 2024
Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model.
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CoRR, 2024
FMDLlama: Financial Misinformation Detection based on Large Language Models.
CoRR, 2024
Selective Preference Optimization via Token-Level Reward Function Estimation.
CoRR, 2024
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.
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CoRR, 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.
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CoRR, 2024
MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models.
CoRR, 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks.
CoRR, 2024
Me LLaMA: Foundation Large Language Models for Medical Applications.
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CoRR, 2024
The FinBen: An Holistic Financial Benchmark for Large Language Models.
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CoRR, 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.
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CoRR, 2024
Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models.
Proceedings of the ACM on Web Conference 2024, 2024
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models.
Proceedings of the ACM on Web Conference 2024, 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.
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Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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
Kamino: A Scalable Architecture to Support Medical AI Research Using Large Real World Data.
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Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024
AuditWen: An Open-Source Large Language Model for Audit.
Proceedings of the Chinese Computational Linguistics - 23rd China National Conference, 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.
CoRR, 2023
The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over MultiModal Stock Movement Prediction Challenges.
CoRR, 2023
Mastering Pair Trading with Risk-Aware Recurrent Reinforcement Learning.
CoRR, 2023
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
Graph Neural Collaborative Topic Model for Citation Recommendation.
ACM Trans. Inf. Syst., 2022
DGR: Decomposition Graph Reconstruction for Question Understanding.
Proceedings of the International Joint Conference on Neural Networks, 2022
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
Neural variational sparse topic model for sparse explainable text representation.
Inf. Process. Manag., 2021
Graph Topic Neural Network for Document Representation.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Inductive Topic Variational Graph Auto-Encoder for Text Classification.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2019
Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019
Discriminative Regularized Deep Generative Models for Semi-Supervised Learning.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
2018
Neural Sparse Topical Coding.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2016
Improving Distant Supervision of Relation Extraction with Unsupervised Methods.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016
Sparse Topical Coding with Sparse Groups.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
2015
Coherent Topic Hierarchy: A Strategy for Topic Evolutionary Analysis on Microblog Feeds.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015