Cover Image

Beyond Specialization: Benchmarking LLMs for Transliteration of Indian Languages

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Azam, Gulfarogh, Sadique, Mohd, Ali, Saif, Nadeem, Mohammad, Cambria, Erik, Sohail, Shahab Saquib, Alam, Mohammad Sultan
Format:	Preprint
Published:	2025
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

Owls are wise and foxes are unfaithful: Uncovering animal stereotypes in vision-language models
by: Aman, Tabinda, et al.
Published: (2025)

Negation Blindness in Large Language Models: Unveiling the NO Syndrome in Image Generation
by: Nadeem, Mohammad, et al.
Published: (2024)

IndicFairFace: Balanced Indian Face Dataset for Auditing and Mitigating Geographical Bias in Vision-Language Models
by: Mohsin, Aarish Shah, et al.
Published: (2026)

Gender Bias in Text-to-Video Generation Models: A case study of Sora
by: Nadeem, Mohammad, et al.
Published: (2024)

Surgeons Are Indian Males and Speech Therapists Are White Females: Auditing Biases in Vision-Language Models for Healthcare Professionals
by: Siddiqui, Zohaib Hasan, et al.
Published: (2025)

Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)

Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond
by: Xu, Fangzhi, et al.
Published: (2023)

A Systematic Analysis of Biases in Large Language Models
by: Zhang, Xulang, et al.
Published: (2025)

Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation
by: Ong, Keane, et al.
Published: (2025)

Beyond I'm Sorry, I Can't: Dissecting Large Language Model Refusal
by: Prakash, Nirmalendu, et al.
Published: (2025)

Bias Beyond Borders: Political Ideology Evaluation and Steering in Multilingual LLMs
by: Nadeem, Afrozah, et al.
Published: (2026)

From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents
by: Sayeed, Mohammad Amaan, et al.
Published: (2025)

NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages
by: Tomar, Lakshya, et al.
Published: (2026)

Logical Reasoning over Natural Language as Knowledge Representation: A Survey
by: Yang, Zonglin, et al.
Published: (2023)

Framing Political Bias in Multilingual LLMs Across Pakistani Languages
by: Nadeem, Afrozah, et al.
Published: (2025)

Beyond Labels: Aligning Large Language Models with Human-like Reasoning
by: Kabir, Muhammad Rafsan, et al.
Published: (2024)

Enhancing Language Models for Robust Greenwashing Detection
by: Braun, Neil Heinrich, et al.
Published: (2026)

Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
by: Tavakoli, Mohammad, et al.
Published: (2025)

Beyond Correlation: Refutation-Validated Aspect-Based Sentiment Analysis for Explainable Energy Market Returns
by: van der Heever, Wihan, et al.
Published: (2026)

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
by: Yang, Zonglin, et al.
Published: (2023)

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)

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)

SemEval 2024 -- Task 10: Emotion Discovery and Reasoning its Flip in Conversation (EDiReF)
by: Kumar, Shivani, et al.
Published: (2024)

seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs
by: Ramezanali, Mohammad, et al.
Published: (2025)

Fairness Evaluation and Inference Level Mitigation in LLMs
by: Nadeem, Afrozah, et al.
Published: (2025)

Language Models as Inductive Reasoners
by: Yang, Zonglin, et al.
Published: (2022)

Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)
by: Mustafa, Mohammad Asif Ibna, et al.
Published: (2024)

Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization
by: Ong, Keane, et al.
Published: (2025)

GPTEval: A Survey on Assessments of ChatGPT and GPT-4
by: Mao, Rui, et al.
Published: (2023)

Steering Towards Fairness: Mitigating Political Bias in LLMs
by: Nadeem, Afrozah, et al.
Published: (2025)

Graph of Attacks: Improved Black-Box and Interpretable Jailbreaks for LLMs
by: Akbar-Tajari, Mohammad, et al.
Published: (2025)

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
by: Liu, Yujie, et al.
Published: (2025)

Affective Flow Language Model for Emotional Support Conversation
by: Zou, Chenghui, et al.
Published: (2026)

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

Beyond Benchmark: LLMs Evaluation with an Anthropomorphic and Value-oriented Roadmap
by: Wang, Jun, et al.
Published: (2025)

SaudiCulture: A Benchmark for Evaluating Large Language Models Cultural Competence within Saudi Arabia
by: Ayash, Lama, et al.
Published: (2025)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
by: Luo, Meng, et al.
Published: (2024)

PersianMind: A Cross-Lingual Persian-English Large Language Model
by: Rostami, Pedram, et al.
Published: (2024)

A Dual-Axis Taxonomy of Knowledge Editing for LLMs: From Mechanisms to Functions
by: Salehoof, Amir Mohammad, et al.
Published: (2025)