Update README.md

README.md

@@ -41,6 +41,10 @@ input_texts: List[str] = [
     "i woke up at 6 am and took the dog for a hike in the metacomet mountains we like to take morning adventures on the weekends",
     "despite being mid march it snowed overnight and into the morning here in connecticut it was snowier up in the mountains than in the farmington valley where i live",
     "i saw mr smith at the store he was shopping for a new lawn mower i suggested he get one of those new battery operated ones they're so much quieter",
+    # See how the model performs on made-up acronyms
+    "i went to the fgw store and bought a new tg optical scope",
+    # First few sentences from today's featured article on wikipedia
+    "it's that man again itma was a radio comedy programme that was broadcast by the bbc for twelve series from 1939 to 1949 featuring tommy handley in the central role itma was a character driven comedy whose satirical targets included officialdom and the proliferation of minor wartime regulations parts of the scripts were rewritten in the hours before the broadcast to ensure topicality"
 ]
 results: List[List[str]] = m.infer(input_texts)
 for input_text, output_texts in zip(input_texts, results):
@@ -76,6 +80,16 @@ In: i saw mr smith at the store he was shopping for a new lawn mower i suggested
 	Out: I saw Mr. Smith at the store he was shopping for a new lawn mower.
 	Out: I suggested he get one of those new battery operated ones.
 	Out: They're so much quieter.
+
+In: i went to the fgw store and bought a new tg optical scope
+	Out: I went to the FGW store and bought a new TG optical scope.
+
+In: it's that man again itma was a radio comedy programme that was broadcast by the bbc for twelve series from 1939 to 1949 featuring tommy handley in the central role itma was a character driven comedy whose satirical targets included officialdom and the proliferation of minor wartime regulations parts of the scripts were rewritten in the hours before the broadcast to ensure topicality
+	Out: It's that man again.
+	Out: ITMA was a radio comedy programme that was broadcast by the BBC for Twelve Series from 1939 to 1949, featuring Tommy Handley.
+	Out: In the central role, ITMA was a character driven comedy whose satirical targets included officialdom and the proliferation of minor wartime regulations.
+	Out: Parts of the scripts were rewritten in the hours before the broadcast to ensure topicality.
+
 ```
 
 </details>