D. Thenmozhi

TextSentinels @ FinMMEval 2026 Task 2: Chronological Stabilization of a BM25-Grounded Multilingual Financial Question Answering Pipeline

TextSentinels @ FinMMEval 2026 Task 3: Multi-Asset Financial Decision Making Using Machine Learning and Financial Transformers

This paper presents the iterative technical evolution of the quantitative trading agent for the FinMMEval 2026 Task 3 challenge, detailing an initial baseline architecture that failed due to domain-blind lexical text processing and structural feature alignment anomalies, and detail the core feature innovation: a mathem...

TextSentinels @ FinMMEval 2026 Task 1: A Multilingual Routed Retrieval-Augmented System for Financial Multiple Choice Questions

Knowledge-augmented multimodal framework for detecting and countering misogynistic memes

Results indicate that the proposed ToxiLEN framework improves Chinese misogynistic meme detection and generates CNs that are contextually aligned and less repetitive than the evaluated baselines.

A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models

Results suggest that interpretable linguistic organization emerges within MoE routing patterns even without sequential language exposure, and suggest that staged bilingual exposure reduces single-language dominance.