Search Results for author:
Found 13 papers, 4 papers with code
Automatic Recognition of Learning Resource Category in a Digital Library
Digital libraries often face the challenge of processing a large volume of diverse document types.
Document Image Classification
Optical Character Recognition (OCR)
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023
The Information Retrieval in Software Engineering (IRSE) track aims to develop solutions for automated evaluation of code comments in a machine learning framework based on human and large language model generated labels.
Smart Knowledge Transfer using Google-like Search
To address the issue of rising software maintenance cost due to program comprehension challenges, we propose SMARTKT (Smart Knowledge Transfer), a search framework, which extracts and integrates knowledge related to various aspects of an application in form of a semantic graph.
Improving Contextualized Topic Models with Negative Sampling
Topic modeling has emerged as a dominant method for exploring large document collections.
Generation of Highlights from Research Papers Using Pointer-Generator Networks and SciBERT Embeddings
On the new MixSub dataset, where only the abstract is the input, our proposed model (when trained on the whole training corpus without distinguishing between the subject categories) achieves ROUGE-1, ROUGE-2 and ROUGE-L F1-scores of 31. 78, 9. 76 and 29. 3, respectively, METEOR score of 24. 00, and BERTScore F1 of 85. 25.
Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types
Scientific articles contain various types of domain-specific entities and relations between them.
Ranked #3 on
Joint Entity and Relation Extraction
on SciERC
Joint Entity and Relation Extraction
Joint Entity and Relation Extraction on Scientific Data
+3
Incorporating Domain Knowledge To Improve Topic Segmentation Of Long MOOC Lecture Videos
This segmentation information eases user efforts of searching, locating and browsing a topic inside a lecture video.
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers
Keyphrases in a research paper succinctly capture the primary content of the paper and also assist in indexing the paper at a concept level.
Knowledge Distillation for Singing Voice Detection
Singing Voice Detection (SVD) has been an active area of research in music information retrieval (MIR).
Novel Radiomic Feature for Survival Prediction of Lung Cancer Patients using Low-Dose CBCT Images
Weekly variation in TMG of a patient is computed from the image data and also estimated from a cell survivability model.
Early Response Assessment in Lung Cancer Patients using Spatio-temporal CBCT Images
The mean Jacobian of these regions $\mu_U$, $\mu_G$ and $\mu_R$ are statistically compared and a response assessment model is proposed.
Posture and sequence recognition for Bharatanatyam dance performances using machine learning approach
To develop an application for dance, three aspects of dance analysis need to be addressed: 1) Segmentation of the dance video to find the representative action elements, 2) Matching or recognition of the detected action elements, and 3) Recognition of the dance sequences formed by combining a number of action elements under certain rules.
HSD-CNN: Hierarchically self decomposing CNN architecture using class specific filter sensitivity analysis
We report accuracies up to $85. 6\%$ ( $94. 75\%$ ) on scenarios with 13 ( 4 ) classes of CIFAR100, using a pre-trained VGG-16 network on the full data set.
