Update README.md

README.md

@@ -3,4 +3,68 @@ datasets:
 - samsum
 pipeline_tag: summarization
 ---
+widget:
+  - text: >
+      Laurie: So, what are your plans for this weekend?
+
+Christie: I don’t know. Do you want to get together or something?
+Sarah: How about going to see a movie? Cinemax 26 on Carson Boulevard is showing Enchanted.
+Laurie: That sounds like a good idea. Maybe we should go out to eat beforehand.
+Sarah: It is fine with me. Where do you want to meet?
+Christie: Let’s meet at Summer Pizza House. I have not gone there for a long time.
+Laurie: Good idea again. I heard they just came up with a new pizza. It should be good because Summer Pizza House always has the best pizza in town.
+Sarah: When should we meet?
+Christie: Well, the movie is shown at 2:00PM, 4:00PM, 6:00PM and 8:00PM.
+Laurie: Why don’t we go to the 2:00PM show? We can meet at Summer Pizza House at noon. That will give us plenty of time to enjoy our pizza.
+Sarah: My cousin Karen is in town. Can I bring her along? I hate to leave her home alone.
+Christie: Karen is in town? Yes, bring her along. Laurie, you remember Karen? We met her at Sara’s high school graduation party two years ago.
+Laurie: I do not quite remember her. What does she look like?
+Sarah: She has blond hair, she is kind of slender, and she is about your height.
+Laurie: She wears eyeglasses, right?
+Sarah: Yes, and she was playing the piano off and on during the party.
+Laurie: I remember her now. Yes, do bring her along Sara. She is such a nice person, and funny too.
+Sarah: She will be happy to meet both of you again.
+Christie: What is she doing these days?
+Sarah: She graduated last June, and she will start her teaching career next week when the new school term begins.
+Laurie: What grade is she going to teach?
+Sarah: She will teach kindergarten. She loves working with kids, and she always has such a good rapport with them
+Christie: Kindergarten? She must be a very patient person. I always think kindergarten is the most difficult class to teach. Most of the kids have never been to school, and they have never been away from mommy for long.
+Sarah:  I think Karen will do fine. She knows how to handle young children
+Laurie: I think the first few weeks will be tough. However, once the routine is set, it should not be too difficult to teach kindergarten.
+Christie: You are right. The kids might even look forward to going to school since they have so many friends to play with.
+Sarah: There are so many new things for them to do at school too. They do a lot of crafts in kindergarten. I am always amazed by the things kindergarten teachers do. 
+Laurie: Yes, I have seen my niece come home with so many neat stuff.
+Christie: Maybe we can ask Karen to show us some of the things that we can do for this Halloween.
+Laurie: Maybe we can stop by the craft store after the movie. What do you think, Sara?
+Sarah: I will talk to her. I think she will like that. It will help her with school projects when Halloween comes.
+Christie: Michael’s is a good store for crafts. It always carries a variety of things, and you can find almost anything there.
+Laurie: There is a Michaels store not far away from Cinemax 26. I believe it is just around the corner, on Pioneer Avenue. We can even walk over there.
+Sarah: So, we plan to meet for pizza at noon, go to the movies at two, and shop at Michael’s afterward. Right?
+
+Laurie and Christie: Yes.      
+model-index:
+  - name: bart-large-cnn-samsum
+    results:
+      - task:
+          type: summarization
+          name: Conversation Summarization
+        dataset:
+          name: >-
+            SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive
+            Summarization
+          type: samsum
+        metrics:
+          - type: rogue-1
+            value: 54.8764
+            name: Validation ROGUE-1
+          - type: rogue-2
+            value: 29.6869,
+            name: Validation ROGUE-2
+          - type: rogue-l
+            value: 44.9874
+            name: Validation ROGUE-L
+          - type: loss
+            value: 1.47812
+            name: loss     
+