Cover Image

NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tomar, Lakshya, Abrol, Vinayak, Agarwal, Puneet
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Tokenization Matters: Improving Zero-Shot NER for Indic Languages
by: Pattnayak, Priyaranjan, et al.
Published: (2025)

IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding
by: KJ, Sankalp, et al.
Published: (2025)

BhashaKritika: Building Synthetic Pretraining Data at Scale for Indic Languages
by: Manoj, Guduru, et al.
Published: (2025)

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
by: Ma, Chunlan, et al.
Published: (2024)

Beyond Specialization: Benchmarking LLMs for Transliteration of Indian Languages
by: Azam, Gulfarogh, et al.
Published: (2025)

Indic-TunedLens: Interpreting Multilingual Models in Indian Languages
by: Panchal, Mihir, et al.
Published: (2026)

Multilingual State Space Models for Structured Question Answering in Indic Languages
by: Vats, Arpita, et al.
Published: (2025)

IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?
by: Aravapalli, Akhilesh, et al.
Published: (2024)

AyutthayaAlpha: A Thai-Latin Script Transliteration Transformer
by: Lauc, Davor, et al.
Published: (2024)

Happiness is Sharing a Vocabulary: A Study of Transliteration Methods
by: Jung, Haeji, et al.
Published: (2025)

IndicEval: A Bilingual Indian Educational Evaluation Framework for Large Language Models
by: Bharti, Saurabh, et al.
Published: (2026)

IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages
by: Pattnayak, Priyaranjan, et al.
Published: (2026)

SPRING Lab IITM's submission to Low Resource Indic Language Translation Shared Task
by: Sayed, Hamees, et al.
Published: (2024)

IndicDB -- Benchmarking Multilingual Text-to-SQL Capabilities in Indian Languages
by: Dawar, Aviral, et al.
Published: (2026)

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

Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models
by: Butt, Umer, et al.
Published: (2025)

Why Diffusion Language Models Struggle with Truly Parallel (Non-Autoregressive) Decoding?
by: Li, Pengxiang, et al.
Published: (2026)

Beyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language Models
by: Kim, Minseo, et al.
Published: (2025)

IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages
by: Nigam, Shubham Kumar, et al.
Published: (2026)

Exploiting Transliterated Words for Finding Similarity in Inter-Language News Articles using Machine Learning
by: Naeem, Sameea, et al.
Published: (2022)

Beyond QA Pairs: Assessing Parameter-Efficient Fine-Tuning for Fact Embedding in LLMs
by: Ratnakar, Shivam, et al.
Published: (2025)

IndicSafe: A Benchmark for Evaluating Multilingual LLM Safety in South Asia
by: Pattnayak, Priyaranjan, et al.
Published: (2026)

BhashaBench V1: A Comprehensive Benchmark for the Quadrant of Indic Domains
by: Devane, Vijay, et al.
Published: (2025)

Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models
by: Kim, Jiyeon, et al.
Published: (2026)

WAND: Windowed Attention and Knowledge Distillation for Efficient Autoregressive Text-to-Speech Models
by: Lee, Hanna, et al.
Published: (2026)

Achieving Tokenizer Flexibility in Language Models through Heuristic Adaptation and Supertoken Learning
by: Sharthak, Shaurya, et al.
Published: (2025)

Vividh-ASR: A Complexity-Tiered Benchmark and Optimization Dynamics for Robust Indic Speech Recognition
by: Juvekar, Kush, et al.
Published: (2026)

GPT-SW3: An Autoregressive Language Model for the Nordic Languages
by: Ekgren, Ariel, et al.
Published: (2023)

Safer in Translation? Presupposition Robustness in Indic Languages
by: Palnitkar, Aadi, et al.
Published: (2025)

Decoding the Diversity: A Review of the Indic AI Research Landscape
by: KJ, Sankalp, et al.
Published: (2024)

NLIP_Lab-IITH Low-Resource MT System for WMT24 Indic MT Shared Task
by: Sahoo, Pramit, et al.
Published: (2024)

Flow Map Language Models: One-step Language Modeling via Continuous Denoising
by: Lee, Chanhyuk, et al.
Published: (2026)

Differences in Text Generated by Diffusion and Autoregressive Language Models
by: Zhang, Zeyang, et al.
Published: (2026)

RecycleGPT: An Autoregressive Language Model with Recyclable Module
by: Jiang, Yufan, et al.
Published: (2023)

Projected Autoregression: Autoregressive Language Generation in Continuous State Space
by: Naparstek, Oshri
Published: (2026)

Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs
by: Gwak, Daehoon, et al.
Published: (2025)

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

Yes-MT's Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024
by: Bhaskar, Yash, et al.
Published: (2025)

From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
by: Videau, Mathurin, et al.
Published: (2025)

Continuous Autoregressive Language Models
by: Shao, Chenze, et al.
Published: (2025)