Apoorva Singh

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Multitask Learning

External Knowledge

Sentiment Analysis

Top Venues

Expert Syst. Appl.

IEEE Trans. Comput. Soc. Syst.

Publications

Apoorva Singh, Rohan Bhatia, Sriparna Saha
Complaint and Severity Identification From Online Financial Content. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Apoorva Singh, Siddarth Chandrasekar, Tanmay Sen, Sriparna Saha
Federated Multitask Learning for Complaint Identification Using Graph Attention Network. IEEE Trans. Artif. Intell. 5 (3) (2024)
Sarmistha Das, Apoorva Singh, Sriparna Saha, Alka Maurya
Negative Review or Complaint? Exploring Interpretability in Financial Complaints. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Sarmistha Das, Apoorva Singh, Raghav Jain, Sriparna Saha, Alka Maurya
Let the Model Make Financial Senses: A Text2Text Generative Approach for Financial Complaint Identification. PAKDD (3) (2023)
Raghav Jain, Apoorv Verma, Apoorva Singh, Vivek Kumar Gangwar, Sriparna Saha
Aspect-Based Complaint and Cause Detection: A Multimodal Generative Framework with External Knowledge Infusion. ECML/PKDD (6) (2023)
Apoorva Singh, Prince Jha, Rohan Bhatia, Sriparna Saha
What Is Your Cause for Concern? Towards Interpretable Complaint Cause Analysis. ECIR (2) (2023)
Apoorva Singh, Apoorv Verma, Raghav Jain, Sriparna Saha
Investigating the Impact of Multimodality and External Knowledge in Aspect-level Complaint and Sentiment Analysis. CIKM (2023)
Apoorva Singh, Sriparna Saha
GraphIC: A graph-based approach for identifying complaints from code-mixed product reviews. Expert Syst. Appl. 216 (2023)
Apoorva Singh, Siddarth Chandrasekar, Sriparna Saha, Tanmay Sen
Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification. EMNLP (2023)
Apoorva Singh, Raghav Jain, Sriparna Saha
Reimagining Complaint Analysis: Adopting Seq2Path for a Generative Text-to-Text Framework. IJCNLP (1) (2023)
Apoorva Singh, Vivek Kumar Gangwar, Shubham Sharma, Sriparna Saha
Knowing What and How: A Multi-modal Aspect-Based Framework for Complaint Detection. ECIR (2) (2023)
Raghav Jain, Apoorva Singh, Vivek Kumar Gangwar, Sriparna Saha
AbCoRD: Exploiting multimodal generative approach for Aspect-based Complaint and Rationale Detection. ACM Multimedia (2023)
Apoorva Singh, Raghav Jain, Prince Jha, Sriparna Saha
Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection. ACL (1) (2023)
Apoorva Singh, Husanbir Singh Pannu, Avleen Malhi
Explainable information retrieval using deep learning for medical images. Comput. Sci. Inf. Syst. 19 (1) (2022)
Apoorva Singh, Arousha Nazir, Sriparna Saha
Adversarial Multi-task Model for Emotion, Sentiment, and Sarcasm Aided Complaint Detection. ECIR (1) (2022)
Apoorva Singh, Sriparna Saha, Md. Hasanuzzaman, Kuntal Dey
Multitask Learning for Complaint Identification and Sentiment Analysis. Cogn. Comput. 14 (1) (2022)
Apoorva Singh, Soumyodeep Dey, Anamitra Singha, Sriparna Saha
Sentiment and Emotion-Aware Multi-Modal Complaint Identification. AAAI (2022)
Apoorva Singh, Tanmay Sen, Sriparna Saha, Mohammed Hasanuzzaman
Federated Multi-task Learning for Complaint Identification from Social Media Data. HT (2021)
Apoorva Singh, Sriparna Saha, Mohammed Hasanuzzaman, Anubhav Jangra
Identifying complaints based on semi-supervised mincuts. Expert Syst. Appl. 186 (2021)
Apoorva Singh, Sriparna Saha
Are You Really Complaining? A Multi-task Framework for Complaint Identification, Emotion, and Sentiment Classification. ICDAR (2) (2021)
Kashav Piya, Quynh Anh Au, Srijal Shrestha, Apoorva Singh, Tauheed Khan Mohd
IoT in Health Care Industry: A Promising Prospect. UEMCON (2021)