← Search

Apoorva Singh

2 accepted papers

2026

Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances

AAAI 2026technical

Existing approaches to complaint analysis largely rely on unimodal, short-form content such as tweets or product reviews. This work advances the field by leveraging multimodal, multi-turn customer support dialogues—where users often share both textual complaints and visual evidence (e.g., screenshot

Cited by 0SourcePDFScholar
2023

Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection

ACL 2023long

Complaining is an illocutionary act in which the speaker communicates his/her dissatisfaction with a set of circumstances and holds the hearer (the complainee) answerable, directly or indirectly. Considering breakthroughs in machine learning approaches, the complaint detection task has piqued the in…