A comprehensive overview of large language models
Large Language Models (LLMs) have recently demonstrated remarkable capabilities in
natural language processing tasks and beyond. This success of LLMs has led to a large …
natural language processing tasks and beyond. This success of LLMs has led to a large …
The emerging trends of multi-label learning
Exabytes of data are generated daily by humans, leading to the growing needs for new
efforts in dealing with the grand challenges for multi-label learning brought by big data. For …
efforts in dealing with the grand challenges for multi-label learning brought by big data. For …
Ernie 3.0: Large-scale knowledge enhanced pre-training for language understanding and generation
Pre-trained models have achieved state-of-the-art results in various Natural Language
Processing (NLP) tasks. Recent works such as T5 and GPT-3 have shown that scaling up …
Processing (NLP) tasks. Recent works such as T5 and GPT-3 have shown that scaling up …
[BOOK][B] Pretrained transformers for text ranking: Bert and beyond
The goal of text ranking is to generate an ordered list of texts retrieved from a corpus in
response to a query. Although the most common formulation of text ranking is search …
response to a query. Although the most common formulation of text ranking is search …
Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models
The advent of large language models (LLMs) and their adoption by the legal community has
given rise to the question: what types of legal reasoning can LLMs perform? To enable …
given rise to the question: what types of legal reasoning can LLMs perform? To enable …
Disc-lawllm: Fine-tuning large language models for intelligent legal services
We propose DISC-LawLLM, an intelligent legal system utilizing large language models
(LLMs) to provide a wide range of legal services. We adopt legal syllogism prompting …
(LLMs) to provide a wide range of legal services. We adopt legal syllogism prompting …
How does NLP benefit legal system: A summary of legal artificial intelligence
Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …
[HTML][HTML] Lawformer: A pre-trained language model for chinese legal long documents
Legal artificial intelligence (LegalAI) aims to benefit legal systems with the technology of
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …
Legal judgment prediction via topological learning
Abstract Legal Judgment Prediction (LJP) aims to predict the judgment result based on the
facts of a case and becomes a promising application of artificial intelligence techniques in …
facts of a case and becomes a promising application of artificial intelligence techniques in …
Pangu-{\Sigma}: Towards trillion parameter language model with sparse heterogeneous computing
The scaling of large language models has greatly improved natural language
understanding, generation, and reasoning. In this work, we develop a system that trained a …
understanding, generation, and reasoning. In this work, we develop a system that trained a …