research
∙
01/23/2023
Earthquake Magnitude and b value prediction model using Extreme Learning Machine
Earthquake prediction has been a challenging research area for many deca...
share
research
∙
06/15/2021
Towards Axiomatic Explanations for Neural Ranking Models
Recently, neural networks have been successfully employed to improve upo...
research
∙
01/18/2021
Dissonance Between Human and Machine Understanding
Complex machine learning models are deployed in several critical domains...
research
∙
10/19/2020
BERTnesia: Investigating the capture and forgetting of knowledge in BERT
Probing complex language models has recently revealed several insights i...
research
∙
07/02/2020
Five-Layers SDP-Based Hierarchical Security Paradigm for Multi-access Edge Computing
The rise in embedded and IoT device usage comes with an increase in LTE ...
research
∙
04/29/2020
Valid Explanations for Learning to Rank Models
Learning-to-rank (LTR) is a class of supervised learning techniques that...
research
∙
12/04/2019
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue
The problem of building a coherent and non-monotonous conversational age...
research
∙
07/19/2019
Toxicity Prediction by Multimodal Deep Learning
Prediction of toxicity levels of chemical compounds is an important issu...
research
∙
07/15/2019
A study on the Interpretability of Neural Retrieval Models using DeepSHAP
A recent trend in IR has been the usage of neural networks to learn retr...
research
∙
05/06/2019
Network Slice Instantiation for 5G Micro-Operator Deployment Scenario
The concept of network slicing is considered as a key part in the develo...
research
∙
12/07/2018
Asynchronous Training of Word Embeddings for Large Text Corpora
Word embeddings are a powerful approach for analyzing language and have ...
research
∙
10/25/2018
Expedition: A Time-Aware Exploratory Search System Designed for Scholars
Archives are an important source of study for various scholars. Digitiza...
research
∙
10/24/2018
Designing Search Tasks for Archive Search
Longitudinal corpora like legal, corporate and newspaper archives are of...
research
∙
10/24/2018
Discovering Entities with Just a Little Help from You
Linking entities like people, organizations, books, music groups and the...
research
∙
10/24/2018
History by Diversity: Helping Historians search News Archives
Longitudinal corpora like newspaper archives are of immense value to his...
research
∙
09/13/2018
Interpreting search result rankings through intent modeling
Given the recent interest in arguably accurate yet non-interpretable neu...
research
∙
09/11/2018
EXS: Explainable Search Using Local Model Agnostic Interpretability
Retrieval models in information retrieval are used to rank documents for...
research
∙
06/29/2018