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Exploring the Landscape of Natural Language Processing Research

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Research Not template related Show to the right of the text Show below the text Hide nlp,publication Publication As an efficient approach to understand, generate, and process natural language texts recent years. Given the increasing research work in this area, several NLP-related approaches have been study in NLP, analyze recent developments in NLP, summarize our findings, and highlight directions Publication Citation @inproceedings{schopf-etal-2023-exploring, title = "Exploring the Landscape

Efficient Domain Adaptation of Sentence Embeddings Using Adapters

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related Show to the right of the text Show below the text Hide nlp,publication Publication Year 2023 Publication Sentence embeddings enable us to capture the semantic similarity of short texts. Most Publication URL https://aclanthology.org/2023.ranlp-1.112 File Efficient Domain Adaptation of Sentence 3.6{\%} of the parameters.", } Type of publication Conference Key [Sc23d] Address Varna, Bulgaria

A Semi-Automatic light-weight Approach towards Data Generation for a Domain-Specific FAQ chatbot using Human-in-the-Loop

Publication in Sebis Public Website last modified Oct 14, 2024 by Anum Afzal. knowledge graph nlp publication

graph,nlp,publication Publication Authors Anum Afzal Florian Matthes Research project Applications Publication Employees at large companies tend to have longer waiting times if they need company . SCITEPRESS - Science and Technology Publications. File Type of publication Conference Title Key Address Year 2024 Publication URL https://www.scitepress.org/Papers/2024/122661/122661.pdf /Sebis Public Website/_

A Knowledge Graph Approach for Exploratory Search in Research Institutions

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Hide nlp,publication Publication File A Knowledge Graph Approach for Exploratory Search in Research Publication Over the past decades, research institutions have grown increasingly and consequently . Florian Matthes Address Rome, Italy Publication URL https://doi.org/10.5220/0012223800003598 Research project Research Institution Knowledge Graph (RIKG) Type of publication Conference Project Research

Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human-in-the-Loop.

Publication in Sebis Public Website last modified Oct 14, 2024 by Anum Afzal. knowledge graph nlp publication

text Hide knowledge graph,nlp,publication Publication Authors Anum Afzal Florian Matthes Type of Publication Large Language Models have found application in various mundane and repetitive tasks publication Workshop Year 2024 Title Towards Optimizing and Evaluating a Retrieval Augmented QA demonstrate reliability closely aligned with that of human evaluation.", } Address File Publication URL

Challenges in Domain-Specific Abstractive Summarization and How to Overcome Them.

Publication in Sebis Public Website last modified Oct 14, 2024 by Anum Afzal. knowledge graph nlp publication

right of the text Show below the text Hide knowledge graph,nlp,publication Publication Citation Afzal Publication Large Language Models work quite well with general-purpose data and many tasks in . File Key Authors Anum Afzal Juraj Vladika Prof. Dr. Florian Matthes Type of publication Conference Research project Abstractive Text Summarization for Domain-Specific Documents (ATESD) Publication URL https://www.researchgate.net/publication/369016469_Challenges_in_Domain-Specific_Abstractive

NLP-KG - A System for Exploratory Search of Scientific Literature in Natural Language Processing

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Publication Scientific literature searches are often exploratory, whereby users are not yet , limiting the possibilities for exploration. We propose NLP-KG, a feature-rich system designed to . In addition to a semantic search, NLP-KG allows users to easily find survey papers that provide a ask questions about unfamiliar concepts or specific articles in NLP and obtain answers grounded in , understanding unfamiliar concepts in NLP, and finding relevant research literature. Demo, video, and

AspectCSE - Sentence Embeddings for Aspect-Based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge

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template related Show to the right of the text Show below the text Hide nlp,publication Publication Publication Generic sentence embeddings provide coarse-grained approximation of semantic textual Using Contrastive Learning and Structured Knowledge Year 2023 Key [Sc23e] Type of publication Language Processing Publication URL https://aclanthology.org/2023.ranlp-1.113 Citation

Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes

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right of the text Show below the text Hide nlp,publication Publication File 2024.icnlsp-1.21.pdf Publication Scientific document classification is a critical task and often involves many classes (NLP-KG) language English Type of publication Conference Title Efficient Few-shot Learning for ://aclanthology.org/2024.icnlsp-1.21", pages = "186--198", } Publication URL https://aclanthology