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Isha Pandey

2 accepted papers

2026

DYNAMIC MULTI-EXPERT PROJECTORS WITH STABILIZED ROUTING FOR MULTILINGUAL SPEECH RECOGNITION

ICASSP 2026poster

Recent advances in LLM-based ASR connect frozen speech encoders with Large Language Models (LLMs) via lightweight projectors. While effective in monolingual settings, a single projector struggles to capture the diverse acoustic-to-semantic mappings required for multilingual ASR. To address this, we…

Cited by 0SourcePDFScholar
2022

WARM: A Weakly (+Semi) Supervised Math Word Problem Solver

COLING 2022main

Solving math word problems (MWPs) is an important and challenging problem in natural language processing. Existing approaches to solving MWPs require full supervision in the form of intermediate equations. However, labeling every MWP with its corresponding equations is a time-consuming and expensive…