Large language model enhanced with prompt-based vanilla distillation for sentence embeddings by Wang, Minghao

Subjects: Get full text

SE‐Former: Incorporating sentence embeddings into Transformer for low‐resource NMT by Dongsheng Wang, Shaoyong Wang

Subjects: Get full text

Detecção de Paráfrases na Lı́ngua Portuguesa usando Sentence Embeddings by Marlo Souza, Leandro Manuel Pereira Sanches

Subjects: Get full text

Combining computational linguistics with sentence embedding to create a zero-shot NLIDB by Yuriy Perezhohin, Fernando Peres, Mauro Castelli

Subjects: Get full text

Revolutionary text clustering: Investigating transfer learning capacity of SBERT models through pooling techniques by Yasin Ortakci

Subjects: Get full text

Sentence Embeddings and Semantic Entity Extraction for Identification of Topics of Short Fact-Checked Claims by Krzysztof Węcel, Marcin Sawiński, Włodzimierz Lewoniewski, Milena Stróżyna, Ewelina Księżniak, Witold Abramowicz

Subjects: “…sentence embeddings…”
Get full text

Effective deep learning approaches for summarization of legal texts by Deepa Anand, Rupali Wagh

Subjects: Get full text

Efficient Sentence Representation Learning via Knowledge Distillation with Maximum Coding Rate Reduction by Domagoj Ševerdija, Tomislav Prusina, Luka Borozan, Domagoj Matijević

Subjects: “…Sentence embeddings…”
Get full text

A Two-Stage Biomedical Event Trigger Detection Method Based on Hybrid Neural Network and Sentence Embeddings by Xinyu He, Yonggong Ren, Ping Tai, Hui Shi

Subjects: Get full text

Comparative Evaluation of NLP-Based Approaches for Linking CAPEC Attack Patterns from CVE Vulnerability Information by Kenta Kanakogi, Hironori Washizaki, Yoshiaki Fukazawa, Shinpei Ogata, Takao Okubo, Takehisa Kato, Hideyuki Kanuka, Atsuo Hazeyama, Nobukazu Yoshioka

Subjects: Get full text

Automated Classification of Fake News Spreaders to Break the Misinformation Chain by Simone Leonardi, Giuseppe Rizzo, Maurizio Morisio

Subjects: Get full text

Tracing CVE Vulnerability Information to CAPEC Attack Patterns Using Natural Language Processing Techniques by Kenta Kanakogi, Hironori Washizaki, Yoshiaki Fukazawa, Shinpei Ogata, Takao Okubo, Takehisa Kato, Hideyuki Kanuka, Atsuo Hazeyama, Nobukazu Yoshioka

Subjects: Get full text

Evaluating the construct validity of text embeddings with application to survey questions by Qixiang Fang, Dong Nguyen, Daniel L. Oberski

Subjects: Get full text

Biomedical ontology alignment: an approach based on representation learning by Prodromos Kolyvakis, Alexandros Kalousis, Barry Smith, Dimitris Kiritsis

Subjects: Get full text

SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-Trained Language Model by Yi Sun, Hangping Qiu, Yu Zheng, Zhongwei Wang, Chaoran Zhang

Subjects: Get full text

Large-Scale, Language-Agnostic Discourse Classification of Tweets During COVID-19 by Oguzhan Gencoglu

Subjects: Get full text

Boosting Lightweight Sentence Embeddings with Knowledge Transfer from Advanced Models: A Model-Agnostic Approach by Kadir Gunel, Mehmet Fatih Amasyali

Subjects: Get full text

LMRank: Utilizing Pre-Trained Language Models and Dependency Parsing for Keyphrase Extraction by Nikolaos Giarelis, Nikos Karacapilidis

Subjects: Get full text

Sentence-level complexity in Russian: An evaluation of BERT and graph neural networks by Vladimir Vladimirovich Ivanov, Vladimir Vladimirovich Ivanov

Subjects: Get full text

Comparing neural sentence encoders for topic segmentation across domains: not your typical text similarity task by Iacopo Ghinassi, Lin Wang, Chris Newell, Matthew Purver

Subjects: Get full text