Parthasarathy Srinivasan 2025. An Alternate Formulation of The Mutual Information Statistic Which Yields a More Realistic Measure, Leading to a More Precise and Dependable Model of Natural Language Translation Probabilities Among Parallel Corpora. iJournals:International Journal of Software & Hardware Research in Engineering ISSN:2347-4890. 13, 1 (Feb. 2025). DOI:https://doi.org/10.26821/IJSHRE.13.01.2025.130104.