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  • NLP

NLP

LExT: Towards Evaluating Trustworthiness of Natural Language Explanations
InSaAF: Incorporating Safety through Accuracy and Fairness | Are LLMs ready for the Indian Legal Domain?
Adhil Ahmed P M Shums
A Survey of Adversarial Defences and Robustness in NLP
Roshan M S B
Towards Building ASR Systems for the Next Billion Users
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages
Perturbation CheckLists for Evaluating NLG Evaluation Metrics
The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT
Nency Bansal
Levelling up NLP for Indian Languages
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
A Survey of Evaluation Metrics Used for NLG Systems
On the Importance of Local Information in Transformer Based Models
Ananya Sai
Incorporating prior knowledge about structural constraints in model identification
On Incorporating Structural Information to improve Dialogue Response Generation
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages
On the weak link between importance and prunability of attention heads
Towards Interpreting BERT for Reading Comprehension Based QA
Towards Transparent and Explainable Attention Models
Rahul Vashisht
Let’s Ask Again: Refine Network for Automatic Question Generation
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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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office@dsai.iitm.ac.in
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Indian Institute of Technology Madras,
Chennai-600036, India

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