Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Singh, Rishu Kumar, Shreya, Navneet, Das, Sarmistha, Singh, Apoorva, Saha, Sriparna
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages
by: Das, Sarmistha, et al.
Published: (2026)

When Meaning Isn't Literal: Exploring Idiomatic Meaning Across Languages and Modalities
by: Das, Sarmistha, et al.
Published: (2026)

Unlocking Financial Insights: An advanced Multimodal Summarization with Multimodal Output Framework for Financial Advisory Videos
by: Das, Sarmistha, et al.
Published: (2025)

Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development
by: Sahoo, Pranab, et al.
Published: (2024)

From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations
by: Bansal, Pulkit, et al.
Published: (2025)

Demystifying ChatGPT: How It Masters Genre Recognition
by: Raj, Subham, et al.
Published: (2025)

RE-GrievanceAssist: Enhancing Customer Experience through ML-Powered Complaint Management
by: C, Venkatesh, et al.
Published: (2024)

BhashaSutra: A Task-Centric Unified Survey of Indian NLP Datasets, Corpora, and Resources
by: Kumar, Raghvendra, et al.
Published: (2026)

ToxVidLM: A Multimodal Framework for Toxicity Detection in Code-Mixed Videos
by: Maity, Krishanu, et al.
Published: (2024)

CarePilot: A Multi-Agent Framework for Long-Horizon Computer Task Automation in Healthcare
by: Ghosh, Akash, et al.
Published: (2026)

An EcoSage Assistant: Towards Building A Multimodal Plant Care Dialogue Assistant
by: Tomar, Mohit, et al.
Published: (2024)

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
by: Sahoo, Pranab, et al.
Published: (2024)

Two eyes, Two views, and finally, One summary! Towards Multi-modal Multi-tasking Knowledge-Infused Medical Dialogue Summarization
by: Saha, Anisha, et al.
Published: (2024)

GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledge
by: Gurgurov, Daniil, et al.
Published: (2024)

SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models' Knowledge of Indian Culture
by: Maji, Arijit, et al.
Published: (2025)

Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations
by: Jha, Prince, et al.
Published: (2024)

Towards Knowledge-Infused Automated Disease Diagnosis Assistant
by: Tomar, Mohit, et al.
Published: (2024)

TalkTag: Fine-Grained Morphosyntactic Error Annotation for Transcribed Speech
by: Venturini, Shamira, et al.
Published: (2026)

COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation
by: Kumar, Raghvendra, et al.
Published: (2025)

A Survey of Multilingual Reasoning in Language Models
by: Ghosh, Akash, et al.
Published: (2025)

Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation
by: Jamil, Sofia, et al.
Published: (2025)

MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention
by: Jha, Prince, et al.
Published: (2024)

DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian Culture
by: Maji, Arijit, et al.
Published: (2025)

Toward Socially Aware Vision-Language Models: Evaluating Cultural Competence Through Multimodal Story Generation
by: Mukherjee, Arka, et al.
Published: (2025)

When Words Can't Capture It All: Towards Video-Based User Complaint Text Generation with Multimodal Video Complaint Dataset
by: Das, Sarmistha, et al.
Published: (2025)

Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
by: Ghosal, Soumya Suvra, et al.
Published: (2025)

Think Twice Before You Judge: Mixture of Dual Reasoning Experts for Multimodal Sarcasm Detection
by: Jana, Soumyadeep, et al.
Published: (2025)

Deciphering the complaint aspects: Towards an aspect-based complaint identification model with video complaint dataset in finance
by: Das, Sarmistha, et al.
Published: (2025)

It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots
by: Wang, Yanchen, et al.
Published: (2024)

Infogen: Generating Complex Statistical Infographics from Documents
by: Ghosh, Akash, et al.
Published: (2025)

Explain Thyself Bully: Sentiment Aided Cyberbullying Detection with Explanation
by: Maity, Krishanu, et al.
Published: (2024)

Translating the Grievance Dictionary: a psychometric evaluation of Dutch, German, and Italian versions
by: van der Vegt, Isabelle, et al.
Published: (2025)

$\textit{Grahak-Nyay:}$ Consumer Grievance Redressal through Large Language Models
by: Ganatra, Shrey, et al.
Published: (2025)

Scaling Laws for Fine-Grained Mixture of Experts
by: Krajewski, Jakub, et al.
Published: (2024)

GEM: GPU-Variability-Aware Expert to GPU Mapping for MoE Systems
by: Wawdhane, Sourish, et al.
Published: (2026)

Culturally-Aware Conversations: A Framework & Benchmark for LLMs
by: Havaldar, Shreya, et al.
Published: (2025)

Dual Modality-Aware Gated Prompt Tuning for Few-Shot Multimodal Sarcasm Detection
by: Jana, Soumyadeep, et al.
Published: (2025)

Human-1 by Josh Talks: A Full-Duplex Conversational Modeling Framework in Hindi using Real-World Conversations
by: Singh, Bhaskar, et al.
Published: (2026)

A Multimodal, Multitask System for Generating E Commerce Text Listings from Images
by: Singh, Nayan Kumar
Published: (2025)

You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction
by: Lawrence, Logan, et al.
Published: (2025)