Essays about: "ROUGE"

Showing result 6 - 10 of 46 essays containing the word ROUGE.

1. 6. An AI-based System for Assisting Planners in a Supply Chain with Email Communication

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Sai Shreya Spurthi Dantu; Akhilesh Yadlapalli; [2023]
   Keywords : Email Thread Summarization; Natural Language Processing NLP ; Dialogue Summarization; Conditional Random Field CRF ; Supply Chain Communication.;

   Abstract : Background: Communication plays a crucial role in supply chain management (SCM) as it facilitates the flow of information, materials, and goods across various stages of the supply chain. In the context of supply planning, each planner manages thousands of supply chain entities and spends a lot of time reading and responding to high volumes of emails related to part orders, delays, and backorders that can lead to information overload and hinder workflow and decision-making. READ MORE

3. 7. Few-shot Question Generation with Prompt-based Learning

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Yongchao Wu; [2022]
   Keywords : Nautral Lanugage Processing; Question Generation; Neural Networks; Prompt-based Learning; Language Models;

   Abstract : Question generation (QG), which automatically generates good-quality questions from a piece of text, is capable of lowering the cost of the manual composition of questions. Recently Question generation has attracted increasing interest for its ability to supply a large number of questions for developing conversation systems and educational applications, as well as corpus development for natural language processing (NLP) research tasks, such as question answering and reading comprehension. READ MORE

4. 8. FINE-TUNE A LANGUAGE MODEL FOR TEXT SUMMARIZATION (BERTSUM) ON EDGAR-CORPUS

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Yijie Niu; [2022]
   Keywords : Machine Learning; Natural Language Processing; Text Summarization; Transformers; Neural Networks;

   Abstract : Financial reports include a lot of useful information for investors, but extracting this information is time-consuming. We think text summarization is a feasible method. In this thesis, we implement BERTSUM, a state-of-the-art language model for text summarization, and evaluate the results by ROUGE metrics. READ MORE

5. 9. Creating eye-catching headlines using BART

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Eva Despinoy; [2022]
   Keywords : Transformer; Natural Language Processing; Automatic Text Summarization; Headline Generation; BART;

   Abstract : Social media is a significant factor in information distribution today, and this information landscape contains a lot of different posts that compete for the user’s attention. Different factors can help catch the interest of the user, and one of them is the headline of the message. READ MORE

6. 10. Towards the creation of a Clinical Summarizer

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Axel Gunnarsson; [2022]
   Keywords : NLP; BERT; summarization; extractive summarization; medical records;

   Abstract : While Electronic Medical Records provide extensive information about patients, the vast amounts of data cause issues in attempts to quickly retrieve valuable information needed to make accurate assumptions and decisions directly concerned with patients’ health. This search process is naturally time-consuming and forces health professionals to focus on a labor intensive task that diverts their attention from the main task of applying their knowledge to save lives. READ MORE