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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 …
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 …
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 …
[ספר][B] Pretrained transformers for text ranking: Bert and beyond
J Lin, R Nogueira, A Yates - 2022 - books.google.com
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 …
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 …
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 …
A short survey of viewing large language models in legal aspect
Large language models (LLMs) have transformed many fields, including natural language
processing, computer vision, and reinforcement learning. These models have also made a …
processing, computer vision, and reinforcement learning. These models have also made a …