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Nat. Lang. Process. J.
2022
2024
2022
2024
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Publications
volume 8, 2024
Emil Rijcken
,
Kalliopi Zervanou
,
Pablo Mosteiro
,
Floortje Scheepers
,
Marco Spruit
,
Uzay Kaymak
Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics.
Nat. Lang. Process. J.
8 (2024)
Samad Riaz
,
Amna Saghir
,
Muhammad Junaid Khan
,
Hassan Khan
,
Hamid Saeed Khan
,
Muhammad Jaleed Khan
TransLSTM: A hybrid LSTM-Transformer model for fine-grained suggestion mining.
Nat. Lang. Process. J.
8 (2024)
Zafaryab Rasool
,
Stefanus Kurniawan
,
Sherwin Balugo
,
Scott Barnett
,
Rajesh Vasa
,
Courtney Chesser
,
Benjamin M. Hampstead
,
Sylvie Belleville
,
Kon Mouzakis
,
Alex Bahar-Fuchs
Evaluating LLMs on document-based QA: Exact answer selection and numerical extraction using CogTale dataset.
Nat. Lang. Process. J.
8 (2024)
Diksha Pawar
,
Prashant L. Borde
,
Pravin L. Yannawar
Generating dynamic lip-syncing using target audio in a multimedia environment.
Nat. Lang. Process. J.
8 (2024)
Callistus Ireneous Nakpih
A modified Vector Space Model for semantic information retrieval.
Nat. Lang. Process. J.
8 (2024)
Ashiqur Rahman
,
Ehsan Mohammadi
,
Hamed Alhoori
Cutting through the noise to motivate people: A comprehensive analysis of COVID-19 social media posts de/motivating vaccination.
Nat. Lang. Process. J.
8 (2024)
Wei Yuan
,
Zongyang Ma
,
Aijun An
,
Jimmy Xiangji Huang
Topic-aware response selection for dialog systems.
Nat. Lang. Process. J.
8 (2024)
Md. Nesarul Hoque
,
Umme Salma
,
Md. Jamal Uddin
,
Md. Martuza Ahamad
,
Sakifa Aktar
Exploring transformer models in the sentiment analysis task for the under-resource Bengali language.
Nat. Lang. Process. J.
8 (2024)
Prashant Upadhyay
,
Rishabh Agarwal
,
Sumeet Dhiman
,
Abhinav Sarkar
,
Saumya Chaturvedi
A comprehensive survey on answer generation methods using NLP.
Nat. Lang. Process. J.
8 (2024)
Nicolás Torres
Contrastive adversarial gender debiasing.
Nat. Lang. Process. J.
8 (2024)
Pradnya Sawant
,
Kavita V. Sonawane
NLP-based smart decision making for business and academics.
Nat. Lang. Process. J.
8 (2024)
Grishma Sharma
,
Deepak H. Sharma
,
M. Sasikumar
Summarizing long scientific documents through hierarchical structure extraction.
Nat. Lang. Process. J.
8 (2024)
volume 7, 2024
Lovre Torbarina
,
Tin Ferkovic
,
Lukasz Roguski
,
Velimir Mihelcic
,
Bruno Sarlija
,
Zeljko Kraljevic
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Position Paper.
Nat. Lang. Process. J.
7 (2024)
Kara Combs
,
Trevor J. Bihl
,
Subhashini Ganapathy
Utilization of generative AI for the characterization and identification of visual unknowns.
Nat. Lang. Process. J.
7 (2024)
Fahim K. Sufi
An innovative GPT-based open-source intelligence using historical cyber incident reports.
Nat. Lang. Process. J.
7 (2024)
Jabed Omor Bappi
,
Mohammad Abu Tareq Rony
,
Mohammad Shariful Islam
BNVGLENET: Hypercomplex Bangla handwriting character recognition with hierarchical class expansion using Convolutional Neural Networks.
Nat. Lang. Process. J.
7 (2024)
Nitesh Jindal
,
Prasanna Kumar Kumaresan
,
Rahul Ponnusamy
,
Sajeetha Thavareesan
,
Saranya Rajiakodi
,
Bharathi Raja Chakravarthi
MISTRA: Misogyny Detection through Text-Image Fusion and Representation Analysis.
Nat. Lang. Process. J.
7 (2024)
Shaoqin Huang
,
Yue Wang
,
Eugene Y. C. Wong
,
Lei Yu
Ensemble learning with soft-prompted pretrained language models for fact checking.
Nat. Lang. Process. J.
7 (2024)
Mohammad N. S. Jahromi
,
Satya M. Muddamsetty
,
Asta Sofie Stage Jarlner
,
Anna Murphy Høgenhaug
,
Thomas Gammeltoft-Hansen
,
Thomas B. Moeslund
SIDU-TXT: An XAI algorithm for NLP with a holistic assessment approach.
Nat. Lang. Process. J.
7 (2024)
Supriyono
,
Aji Prasetya Wibawa
,
Suyono
,
Fachrul Kurniawan
A survey of text summarization: Techniques, evaluation and challenges.
Nat. Lang. Process. J.
7 (2024)
Ahmadul Karim Chowdhury
,
Saidur Rahman Sujon
,
Md. Shirajus Salekin Shafi
,
Tasin Ahmmad
,
Sifat Ahmed
,
Khan Md. Hasib
,
Faisal Muhammad Shah
Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study.
Nat. Lang. Process. J.
7 (2024)
Tasnim Ahmed
,
Shahriar Ivan
,
Ahnaf Munir
,
Sabbir Ahmed
Decoding depression: Analyzing social network insights for depression severity assessment with transformers and explainable AI.
Nat. Lang. Process. J.
7 (2024)
Chuanjun Zhao
,
Rong Feng
,
Xuzhuang Sun
,
Lihua Shen
,
Jing Gao
,
Yanjie Wang
Enhancing aspect-based sentiment analysis with BERT-driven context generation and quality filtering.
Nat. Lang. Process. J.
7 (2024)
Anoop Kadan
,
Deepak P.
,
Sahely Bhadra
,
Manjary P. Gangan
,
Lajish V. L.
Understanding latent affective bias in large pre-trained neural language models.
Nat. Lang. Process. J.
7 (2024)
Anton Caesar
,
Ozan Özdemir
,
Cornelius Weber
,
Stefan Wermter
Enabling action crossmodality for a pretrained large language model.
Nat. Lang. Process. J.
7 (2024)
Himmet Toprak Kesgin
,
Mehmet Fatih Amasyali
Advancing NLP models with strategic text augmentation: A comprehensive study of augmentation methods and curriculum strategies.
Nat. Lang. Process. J.
7 (2024)
Md. Shymon Islam
,
Kazi Masudul Alam
Sentiment analysis of Bangla language using a new comprehensive dataset BangDSA and the novel feature metric skipBangla-BERT.
Nat. Lang. Process. J.
7 (2024)
Rrubaa Panchendrarajan
,
Arkaitz Zubiaga
Claim detection for automated fact-checking: A survey on monolingual, multilingual and cross-lingual research.
Nat. Lang. Process. J.
7 (2024)
Md. Adnan Arefeen
,
Biplob Debnath
,
Srimat Chakradhar
LeanContext: Cost-efficient domain-specific question answering using LLMs.
Nat. Lang. Process. J.
7 (2024)
volume 6, 2024
Nawshad Farruque
,
Randy Goebel
,
Sudhakar Sivapalan
,
Osmar Zaïane
Deep temporal modelling of clinical depression through social media text.
Nat. Lang. Process. J.
6 (2024)
Vivek Suresh Raj
,
Chinnaudayar Navaneethakrishnan Subalalitha
,
Lavanya Sambath Kumar
,
Frank G. Glavin
,
Bharathi Raja Chakravarthi
ConBERT-RL: A policy-driven deep reinforcement learning based approach for detecting homophobia and transphobia in low-resource languages.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
Katikapalli Subramanyam Kalyan
A survey of GPT-3 family large language models including ChatGPT and GPT-4.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
Hao Wen
,
Jie Wang
,
Xiaodong Qiao
EPAG: A novel enhanced move recognition algorithm based on continuous learning mechanism with positional embedding.
Nat. Lang. Process. J.
6 (2024)
Eric Chagnon
,
Ronald Pandolfi
,
Jeffrey Donatelli
,
Daniela Ushizima
Benchmarking topic models on scientific articles using BERTeley.
Nat. Lang. Process. J.
6 (2024)
Seethalakshmi Gopalakrishnan
,
Victor Zitian Chen
,
Wenwen Dou
,
Wlodek Zadrozny
On the relation between K-L divergence and transfer learning performance on causality extraction tasks.
Nat. Lang. Process. J.
6 (2024)
Byunghwa Yoo
,
Kyung-Joong Kim
Improving paragraph segmentation using BERT with additional information from probability density function modeling of segmentation distances.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
Pengbo Mao
,
Hegang Chen
,
Yanghui Rao
,
Haoran Xie
,
Fu Lee Wang
Contrastive learning for hierarchical topic modeling.
Nat. Lang. Process. J.
6 (2024)
Tanvir Ahammad
Identifying hidden patterns of fake COVID-19 news: An in-depth sentiment analysis and topic modeling approach.
Nat. Lang. Process. J.
6 (2024)
Jemal Abate
,
Faizur Rashid
A review of sentiment analysis for Afaan Oromo: Current trends and future perspectives.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
Praneeth Nemani
,
Yericherla Deepak Joel
,
Palla Vijay
,
Farhana Ferdouzi Liza
Gender bias in transformers: A comprehensive review of detection and mitigation strategies.
Nat. Lang. Process. J.
6 (2024)
Behrad Taghibeyglou
,
Frank Rudzicz
Context is not key: Detecting Alzheimer's disease with both classical and transformer-based neural language models.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
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.
Nat. Lang. Process. J.
6 (2024)
volume 5, 2023
Jessica López Espejel
,
El Hassane Ettifouri
,
Mahaman Sanoussi Yahaya Alassan
,
El Mehdi Chouham
,
Walid Dahhane
GPT-3.5, GPT-4, or BARD? Evaluating LLMs reasoning ability in zero-shot setting and performance boosting through prompts.
Nat. Lang. Process. J.
5 (2023)
Luca Bacco
,
Gosse Minnema
,
Tommaso Caselli
,
Felice Dell'Orletta
,
Mario Merone
,
Malvina Nissim
On the instability of further pre-training: Does a single sentence matter to BERT?
Nat. Lang. Process. J.
5 (2023)