Natural Language Processing
Natural Language Processing (NLP) focuses on enabling computers to understand, interpret, and generate human language. Current research heavily emphasizes large language models (LLMs), exploring their capabilities in various tasks like question answering, text classification, and translation, while also addressing challenges such as bias, efficiency, and the need for better evaluation metrics. The field's significance lies in its potential to revolutionize numerous applications, from improving healthcare and education to enhancing information access and facilitating more effective human-computer interaction.
Papers
Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification
Kush Dubey
Word Sense Disambiguation in Native Spanish: A Comprehensive Lexical Evaluation Resource
Pablo Ortega, Jordi Luque, Luis Lamiable, Rodrigo López, Richard Benjamins
Enhancing Romanian Offensive Language Detection through Knowledge Distillation, Multi-Task Learning, and Data Augmentation
Vlad-Cristian Matei, Iulian-Marius Tăiatu, Răzvan-Alexandru Smădu, Dumitru-Clementin Cercel
Modelando procesos cognitivos de la lectura natural con GPT-2
Bruno Bianchi, Alfredo Umfurer, Juan Esteban Kamienkowski
Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language
Vincent Beliveau, Helene Kaas, Martin Prener, Claes N. Ladefoged, Desmond Elliott, Gitte M. Knudsen, Lars H. Pinborg, Melanie Ganz
Black-Box Segmentation of Electronic Medical Records
Hongyi Yuan, Sheng Yu
Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych
The Nature of NLP: Analyzing Contributions in NLP Papers
Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych
Trustworthy AI: Securing Sensitive Data in Large Language Models
Georgios Feretzakis, Vassilios S. Verykios
Automated Detection and Analysis of Power Words in Persuasive Text Using Natural Language Processing
Sahil Garje
On Translating Technical Terminology: A Translation Workflow for Machine-Translated Acronyms
Richard Yue, John E. Ortega, Kenneth Ward Church
Graph Reasoning with Large Language Models via Pseudo-code Prompting
Konstantinos Skianis, Giannis Nikolentzos, Michalis Vazirgiannis
Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations
Supriya Manna, Niladri Sett
Dealing with Controversy: An Emotion and Coping Strategy Corpus Based on Role Playing
Enrica Troiano, Sofie Labat, Marco Antonio Stranisci, Viviana Patti, Rossana Damiano, Roman Klinger
What is the social benefit of hate speech detection research? A Systematic Review
Sidney Gig-Jan Wong