77 citations · 319 across the 61 of their papers we have counts for
19 papers · 1 filter
Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages
Poulami Ghosh, Raj Dabre, Pushpak Bhattacharyya
Pre-trained language models (PLMs) are known to be susceptible to perturbations to the input text, but existing works do not explicitly focus on linguistically grounded attacks, wh…
Pralekha: Cross-Lingual Document Alignment for Indic Languages
Sanjay Suryanarayanan, Haiyue Song, Mohammed Safi Ur Rahman Khan +2
Mining parallel document pairs for document-level machine translation (MT) remains challenging due to the limitations of existing Cross-Lingual Document Alignment (CLDA) techniques…
Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian Languages
Ashwin Sankar, Sparsh Jain, Nikhil Narasimhan +6
Speech translation for Indian languages remains a challenging task due to the scarcity of large-scale, publicly available datasets that capture the linguistic diversity and domain…
Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs
Sumanth Doddapaneni, Mohammed Safi Ur Rahman Khan, Dilip Venkatesh +3
Evaluating machine-generated text remains a significant challenge in NLP, especially for non-English languages. Current methodologies, including automated metrics, human assessment…
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan +48
Vision Language Models (VLMs) often struggle with culture-specific knowledge, particularly in languages other than English and in underrepresented cultural contexts. To evaluate th…
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models
Nandini Mundra, Aditya Nanda Kishore, Raj Dabre +3
Language Models (LMs) excel in natural language processing tasks for English but show reduced performance in most other languages. This problem is commonly tackled by continually p…