Revisiting correlations between intrinsic and extrinsic evaluations of word embeddings

Y Qiu, H Li, S Li, Y Jiang, R Hu, L Yang - … Computational Linguistics and …, 2018 - Springer
The evaluation of word embeddings has received a considerable amount of attention in
recent years, but there have been some debates about whether intrinsic measures can …

Improving the state-of-the-art in Thai semantic similarity using distributional semantics and ontological information

P Netisopakul, G Wohlgenannt, A Pulich, ZZ Hlaing - Plos one, 2021 - journals.plos.org
Research into semantic similarity has a long history in lexical semantics, and it has
applications in many natural language processing (NLP) tasks like word sense …

Word similarity datasets for Thai: Construction and evaluation

P Netisopakul, G Wohlgenannt, A Pulich - IEEE Access, 2019 - ieeexplore.ieee.org
Distributional semantics in the form of word embeddings are an essential ingredient to many
modern natural language processing systems. The quantification of semantic similarity …

她的偏見不是他的偏見: 比較女性與男性雜誌的性別偏見

曾子軒 - 2022 - tdr.lib.ntu.edu.tw
因為能夠反應社會上的價值觀, 再加上其性別化的訊息, 還有新聞性的本質, 流行雜誌時常是性別
研究的研究對象. 先前的研究表明, 詞嵌入模型能夠揭示媒體中性別之間的微妙偏見 …

ChatNTU: 檢索增強生成於校園場域的反問機制與資料檢索研究

曾奕崴 - 國立臺灣大學資訊工程學系學位論文, 2024 - airitilibrary.com
隨著大型語言模型的能力愈發強健, 多輪對話式規章問答任務的主軸也從如何理解文句間的蘊含
關係(entailment), 如何訓練模型產生自然語言的回覆或反問, 轉變為如何使用大型語言模型提供 …

An Evaluation Dataset for Legal Word Embedding: A Case Study On Chinese Codex

CH Lin, PJ Cheng - arxiv preprint arxiv:2203.15173, 2022 - arxiv.org
Word embedding is a modern distributed word representations approach widely used in
many natural language processing tasks. Converting the vocabulary in a legal document …

Multi-document analysis: semantic analysis of large text corpora beyond topic modeling

T Uslu - 2019 - publikationen.ub.uni-frankfurt.de
Viele Methoden wurden in dieser Arbeit vorgestellt, die sich mit dem Hauptziel der
automatischen Dokumentenanalyse auf semantischer Ebene befassen. Um das Hauptziel …

Multilingual Word Embeddings Based on Cross-Lingual Annotations

G Song - 2019 - diva-portal.org
Multilingual word embeddings are the elements of a vector space that represents the
meanings of words across different languages. The applications of the multilingual word …

[PDF][PDF] LARQS: AN ANALOGICAL REASONING EVALUATION DATASET FOR LEGAL WORD EMBEDDING

CH Lin, PJ Cheng - researchgate.net
Applying natural language processing-related algorithms is currently a popular project in
legal applications, for instance, document classification of legal documents, contract review …

[PDF][PDF] CA-EHN: Commonsense Word Analogy from E-HowNet.

PH Li, TY Yang, WY Ma - arxiv preprint arxiv:1908.07218, 2019 - academia.edu
Word analogy tasks have tended to be handcrafted, involving permutations of hundreds of
words with dozens of relations, mostly morphological relations and named entities. Here, we …