ANDTAX의 뉴스

[2023-03-11] 실시간 번역뉴스

Making a Computational Attorney This "blue sky idea" paper outlines the opportunities and challenges in data mining and machine learning involving making a computational attorney -- an intelligent software agent capable of helping human lawyers with a wide range of complex high-level legal tasks such as drafting legal briefs for the prosecution or defense in court. In particular, we discuss what..

2023. 3. 11. 00:27

ANDTAX의 뉴스

[2022-11-11] 오늘의 자연어처리

miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings This paper presents miCSE, a mutual information-based Contrastive learning framework that significantly advances the state-of-the-art in few-shot sentence embedding. The proposed approach imposes alignment between the attention pattern of different views during contrastive learning. Learning sentence embeddings with ..

2022. 11. 11. 02:52

ANDTAX의 뉴스

[2022-11-11] 오늘의 자연어처리

Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection Summarizing novel chapters is a difficult task due to the input length and the fact that sentences that appear in the desired summaries draw content from multiple places throughout the chapter. We present a pipelined extractive-abstractive approach where the extractive step filters the content that i..

2022. 11. 11. 02:51

ANDTAX의 뉴스

[2022-11-11] 오늘의 자연어처리

Local Structure Matters Most in Most Languages Many recent perturbation studies have found unintuitive results on what does and does not matter when performing Natural Language Understanding (NLU) tasks in English. Coding properties, such as the order of words, can often be removed through shuffling without impacting downstream performances. Such insight may be used to direct future research int..

2022. 11. 11. 02:47