International Conference on Information and Knowledge Technology

فارسی

Home / یازدهمین کنفرانس بین المللی فناوری اطلاعات و دانش

Open-domain question classification and completion in conversational information search

Authors :

Omid Mohammadi Kia¹ Mahmood Neshati² Mahsa Soudi Alamdari³

1- دانشگاه شهید بهشتی 2- دانشگاه شهید بهشتی 3- دانشگاه تهران

Keywords :

information retrieval, conversational search, classification

Abstract :

Searching for new information requires talking to the system. In this research, an Open-domain Conversational information search system has been developed. This system has been implemented using the TREC CAsT 2019 track, which is one of the first attempts to build a framework in this area. According to the user's previous questions, the system firstly completes the question (using the first and the previous question in each turn) and then classifies it (based on the question words). This system extracts the related answers according to the rules of each question. In this research, a simple yet effective method with high performance has been used, which on average, extracts 20% more relevant results than the baseline.

List of archived papers

طراحی واسط کاربری مبتنی بر رفتار و احساسات کاربران در سیستم های هوشمند

فاطمه صبائی - دکتر احمد عبداله زاده بارفروش

Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval

Arshia Hemmat - Mohammad Hassan Heydari - Kianoosh Vadaei - Afsaneh Fatemi

بهبود هزینه‌های تراکنش در معماری مدیریت زنجیره‌ی تامین مبتنی بر زنجیره‌ی بلوکی

مژگان نوروزی نژاد - دکتر زهرا موحدی مژگان نوروزی نژاد - زهرا موحدی -

مروری بر تشخیص جامعه در شبکه های اجتماعی

صفورا اخلاقی - محمدباقر منهاج - بهروز معصومی

Optimal control of robotic hand for rehabilitation using fractional order systems and EEG signal processing

Mehran Safari Dehnavi - Vahid Safari Dehnavi - Masoud Shafiee

UltraLearn: Next-Generation CyberSecurity Learning Platform

Saeed Raisi - Saeid Ghasemshirazi - Ghazaleh Shirvani

Electrophysiological Modeling and Interactive Approaches of Electrical Circuits and Hypergraphs for Understanding Neural Circuit Dynamics

Arian Baymani - Maryam Naderi Soorki

A Multi-Task Framework Using Mamba for Identity, Age, and Gender Classification from Hand Images

Amirabbas Rezasoltani - Alireza Hosseini - Ramin Toosi - MohammadAli Akhaee

AN EFFICIENT TASK SCHEDULING IN CLOUD COMPUTING BASED ON ACO ALGORITHM

Zahra Shafahi - Dr Alireza Yari

پیاده سازی موازی یک طرح (t,n)-تسهیم چند تصویر با استفاده از GPU

سعیده کبیری راد

more

Samin Hamayesh - Version 42.3.1