3 papers
cs.LG2026
Uncovering the Latent Potential of Deep Intermediate Representations
Arnesh Batra, Arush Gumber, Aniket Khandelwal +2
Foundational Models pretrained on huge amount of data learn representations that evolve across depth, forming a hierarchy of embeddings with distinct semantic content and geometric…
cs.CL2026
MORPHOGEN: A Multilingual Benchmark for Evaluating Gender-Aware Morphological Generation
Mehul Agarwal, Aditya Aggarwal, Arnav Goel +2
While multilingual large language models (LLMs) perform well on high-level tasks like translation and question answering, their ability to handle grammatical gender and morphologic…
cs.CL2026
Task-Lens: Cross-Task Utility Based Speech Dataset Profiling for Low-Resource Indian Languages
Swati Sharma, Divya V. Sharma, Anubha Gupta
The rising demand for inclusive speech technologies amplifies the need for multilingual datasets for Natural Language Processing (NLP) research. However, limited awareness of exist…