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ORCIDNatural Language Processing Journal, Volume 6
Volume 6, 2024
- Vivek Suresh Raj, Chinnaudayar Navaneethakrishnan Subalalitha, Lavanya Sambath Kumar, Frank G. Glavin, Bharathi Raja Chakravarthi
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ConBERT-RL: A policy-driven deep reinforcement learning based approach for detecting homophobia and transphobia in low-resource languages. 100040 - Eric Chagnon, Ronald Pandolfi, Jeffrey Donatelli, Daniela Ushizima:
Benchmarking topic models on scientific articles using BERTeley. 100044 - Deepali Kulkarni, Abhijit Ghosh, Amey Girdhari, Shaomin Liu, L. Alexander Vance, Melissa Unruh, Joydeep Sarkar:
Enhancing pre-trained contextual embeddings with triplet loss as an effective fine-tuning method for extracting clinical features from electronic health record derived mental health clinical notes. 100045 - Behrad Taghibeyglou, Frank Rudzicz:
Context is not key: Detecting Alzheimer's disease with both classical and transformer-based neural language models. 100046 - Praneeth Nemani, Yericherla Deepak Joel, Palla Vijay, Farhana Ferdouzi Liza:
Gender bias in transformers: A comprehensive review of detection and mitigation strategies. 100047 - Katikapalli Subramanyam Kalyan:
A survey of GPT-3 family large language models including ChatGPT and GPT-4. 100048 - Hao Wen, Jie Wang, Xiaodong Qiao:
EPAG: A novel enhanced move recognition algorithm based on continuous learning mechanism with positional embedding. 100049 - Aakash Singh, Deepawali Sharma, Abhirup Nandy, Vivek Kumar Singh:
Towards a large sized curated and annotated corpus for discriminating between human written and AI generated texts: A case study of text sourced from Wikipedia and ChatGPT. 100050 - Jemal Abate, Faizur Rashid:
A review of sentiment analysis for Afaan Oromo: Current trends and future perspectives. 100051 - Nawshad Farruque, Randy Goebel, Sudhakar Sivapalan, Osmar Zaïane:
Deep temporal modelling of clinical depression through social media text. 100052 - Tanvir Ahammad:
Identifying hidden patterns of fake COVID-19 news: An in-depth sentiment analysis and topic modeling approach. 100053 - Thanh Duong, Tuan-Dung Le, Ho'omana Nathan Horton, Stephanie Link, Thanh Thieu:
ParKQ: An automated Paraphrase ranKing Quality measure that balances semantic similarity with lexical diversity. 100054 - Seethalakshmi Gopalakrishnan, Victor Zitian Chen, Wenwen Dou, Wlodek Zadrozny:
On the relation between K-L divergence and transfer learning performance on causality extraction tasks. 100055 - Konstantinos I. Roumeliotis, Nikolaos D. Tselikas, Dimitrios K. Nasiopoulos:
LLMs in e-commerce: A comparative analysis of GPT and LLaMA models in product review evaluation. 100056 - Shanjita Akter Prome, Neethiahnanthan Ari Ragavan, Md. Rafiqul Islam, David Asirvatham, Anasuya Jegathevi Jegathesan:
Deception detection using machine learning (ML) and deep learning (DL) techniques: A systematic review. 100057 - Pengbo Mao, Hegang Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang:
Contrastive learning for hierarchical topic modeling. 100058 - Jamin Rahman Jim, Md Apon Riaz Talukder, Partha Malakar, Md. Mohsin Kabir, Kamruddin Nur, Muhammad Firoz Mridha:
Recent advancements and challenges of NLP-based sentiment analysis: A state-of-the-art review. 100059 - Gyu-Ho Shin, Boo Kyung Jung, Seongmin Mun:
Transformer-based text similarity and second language proficiency: A case of written production by learners of Korean. 100060 - Byunghwa Yoo, Kyung-Joong Kim:
Improving paragraph segmentation using BERT with additional information from probability density function modeling of segmentation distances. 100061
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