Natural Language
Natural language processing (NLP) focuses on enabling computers to understand, interpret, and generate human language. Current research heavily utilizes large language models (LLMs), such as BERT and others, to tackle diverse tasks including text-to-SQL translation, semantic analysis of images, and even controlling robots via natural language commands. The field's impact spans various sectors, from improving search engines and e-commerce platforms to advancing healthcare diagnostics and facilitating more efficient scientific research through automated literature analysis and data extraction.
Papers
KGLens: A Parameterized Knowledge Graph Solution to Assess What an LLM Does and Doesn't Know
Shangshang Zheng, He Bai, Yizhe Zhang, Yi Su, Xiaochuan Niu, Navdeep Jaitly
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets
Dirk Groeneveld, Anas Awadalla, Iz Beltagy, Akshita Bhagia, Ian Magnusson, Hao Peng, Oyvind Tafjord, Pete Walsh, Kyle Richardson, Jesse Dodge
Iterative Motion Editing with Natural Language
Purvi Goel, Kuan-Chieh Wang, C. Karen Liu, Kayvon Fatahalian
LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language
Pierpaolo Basile, Elio Musacchio, Marco Polignano, Lucia Siciliani, Giuseppe Fiameni, Giovanni Semeraro
A Natural Language Processing-Based Classification and Mode-Based Ranking of Musculoskeletal Disorder Risk Factors
Md Abrar Jahin, Subrata Talapatra
Translating Natural Language Queries to SQL Using the T5 Model
Albert Wong, Lien Pham, Young Lee, Shek Chan, Razel Sadaya, Youry Khmelevsky, Mathias Clement, Florence Wing Yau Cheng, Joe Mahony, Michael Ferri
Describing Differences in Image Sets with Natural Language
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy
Text Intimacy Analysis using Ensembles of Multilingual Transformers
Tanmay Chavan, Ved Patwardhan
Visually Grounded Language Learning: a review of language games, datasets, tasks, and models
Alessandro Suglia, Ioannis Konstas, Oliver Lemon