[Call for Papers] The 2nd BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus
Paper • 2404.06214 • Published
text stringlengths 0 9.88k | source stringclasses 6
values | stage stringclasses 5
values |
|---|---|---|
*MOT: there you go. | childes.train | C1: Child Directed Speech |
*MOT: which animals are going to go in my car then? | childes.train | C1: Child Directed Speech |
*MOT: and again although we asked for some for christmas she didn't get any. | childes.train | C1: Child Directed Speech |
*CHI: and you put sunglasses on don't you? | childes.train | C1: Child Directed Speech |
*INV: there's loads. | childes.train | C1: Child Directed Speech |
*CHI: smash! | childes.train | C1: Child Directed Speech |
*GMA: no. | childes.train | C1: Child Directed Speech |
*INV: he can hide inside. | childes.train | C1: Child Directed Speech |
*MOT: good. | childes.train | C1: Child Directed Speech |
*MOT: bring me the baby. | childes.train | C1: Child Directed Speech |
*TEA: that xxx Greg. | childes.train | C1: Child Directed Speech |
*CHI: oobuwahoouh. | childes.train | C1: Child Directed Speech |
*MOT: it's a bit tricky isn't it? | childes.train | C1: Child Directed Speech |
*MOT: your big head. | childes.train | C1: Child Directed Speech |
*CHI: there's gonna be a party. | childes.train | C1: Child Directed Speech |
*MOT: oh. | childes.train | C1: Child Directed Speech |
[sings it] | childes.train | C1: Child Directed Speech |
*KT: may I? | childes.train | C1: Child Directed Speech |
*KF: first your ball, Rebecca! | childes.train | C1: Child Directed Speech |
*CHI: go to jail. | childes.train | C1: Child Directed Speech |
*CHI: a b c d... | childes.train | C1: Child Directed Speech |
*CHI: say somethin'! | childes.train | C1: Child Directed Speech |
[3 sec pause] | childes.train | C1: Child Directed Speech |
*EXP: what does it taste like Mia? | childes.train | C1: Child Directed Speech |
*CHI: hooray [actually says yay]. | childes.train | C1: Child Directed Speech |
*CHI: hey wait, I wanted to... | childes.train | C1: Child Directed Speech |
*MOT: Addy. | childes.train | C1: Child Directed Speech |
*MOT: you went playing football with Daddy yesterday. | childes.train | C1: Child Directed Speech |
*CHI: Abc? | childes.train | C1: Child Directed Speech |
*INV: ah. | childes.train | C1: Child Directed Speech |
*MOT: and I'll be your cello tape girl. | childes.train | C1: Child Directed Speech |
*MOT: you know it's really better to use a thick knife to spread out the mayonnaise. | childes.train | C1: Child Directed Speech |
*CHI: muscles. | childes.train | C1: Child Directed Speech |
*MOT: there's a big boy. | childes.train | C1: Child Directed Speech |
*MOT: yep. | childes.train | C1: Child Directed Speech |
*MOT: Cindy what? | childes.train | C1: Child Directed Speech |
*MOT: grr that's right, well done, [gasps]. | childes.train | C1: Child Directed Speech |
[froglike sounds] | childes.train | C1: Child Directed Speech |
*FCH: no. | childes.train | C1: Child Directed Speech |
*EXP: um. | childes.train | C1: Child Directed Speech |
*MOT: the camera, do a big smile. | childes.train | C1: Child Directed Speech |
*CHI: Mom napkin. | childes.train | C1: Child Directed Speech |
*CHI: xxx that one. | childes.train | C1: Child Directed Speech |
*MOT: yeah. | childes.train | C1: Child Directed Speech |
*FAT: for what for Abe? | childes.train | C1: Child Directed Speech |
*GMA: no. | childes.train | C1: Child Directed Speech |
*CHI: no stairs. | childes.train | C1: Child Directed Speech |
*CHI: [perculator noises]. | childes.train | C1: Child Directed Speech |
*MOT: no burger. | childes.train | C1: Child Directed Speech |
*MOT: someone is riding on the horse. | childes.train | C1: Child Directed Speech |
*MOT: you go one. | childes.train | C1: Child Directed Speech |
*MOT: [kisses CHI] | childes.train | C1: Child Directed Speech |
*CHI: nice a clean lady. | childes.train | C1: Child Directed Speech |
*MOT: what have you found? | childes.train | C1: Child Directed Speech |
*MOT: and my arms useta hurt 'cause you were a big baby. | childes.train | C1: Child Directed Speech |
*MOT: neenaw. | childes.train | C1: Child Directed Speech |
*CHI: bye xxx. | childes.train | C1: Child Directed Speech |
*MOT: good girl. | childes.train | C1: Child Directed Speech |
*MOT: it's okay, Joseph P. | childes.train | C1: Child Directed Speech |
*MOT: [laughs] is that what you think of Ivy? | childes.train | C1: Child Directed Speech |
*MOT: no. | childes.train | C1: Child Directed Speech |
*MOT: don't whinge. | childes.train | C1: Child Directed Speech |
*CHI: yeah. | childes.train | C1: Child Directed Speech |
*COL: I think it was Cromer has no. | childes.train | C1: Child Directed Speech |
*CHI: [laughs]. | childes.train | C1: Child Directed Speech |
*MCH: stay in here Burt. | childes.train | C1: Child Directed Speech |
*MOT: oh dear. | childes.train | C1: Child Directed Speech |
[static interference. this situation was recorded at the, beginning an again at the end] | childes.train | C1: Child Directed Speech |
*KF: pink or yellow? | childes.train | C1: Child Directed Speech |
*MOT: yeh pretty new boots on. | childes.train | C1: Child Directed Speech |
*MOT: this little piggy had none. | childes.train | C1: Child Directed Speech |
*CH: presenting [voicing]. | childes.train | C1: Child Directed Speech |
*INV: whoa that was a big push. | childes.train | C1: Child Directed Speech |
*CHI: Ditn. | childes.train | C1: Child Directed Speech |
*CHI: where gonna eat? | childes.train | C1: Child Directed Speech |
*PAR1: and then you get out and then you go to sleep. | childes.train | C1: Child Directed Speech |
*CHI: [laughs]. | childes.train | C1: Child Directed Speech |
*KAT: stop talking to me! | childes.train | C1: Child Directed Speech |
[5.7 sec, silence and clapping] | childes.train | C1: Child Directed Speech |
*MOT: mostly dogs and cats but getting to chicks and ducks and pigs and goats and we had a thing we did with the camel and she recognizes the camel know. | childes.train | C1: Child Directed Speech |
*MOT: haha. | childes.train | C1: Child Directed Speech |
*MOT: sweet boy. | childes.train | C1: Child Directed Speech |
*MOT: there. | childes.train | C1: Child Directed Speech |
*MOT: oh do you think there's going to be problems? | childes.train | C1: Child Directed Speech |
[Steve has just arrived home from school] | childes.train | C1: Child Directed Speech |
*NAN: you useta? | childes.train | C1: Child Directed Speech |
*BRO: into you get these pictures. | childes.train | C1: Child Directed Speech |
*MOT: Jamie! | childes.train | C1: Child Directed Speech |
*CHI: now don't be... | childes.train | C1: Child Directed Speech |
*MOT: what can I have. | childes.train | C1: Child Directed Speech |
*FAT: didn't you put him over there. | childes.train | C1: Child Directed Speech |
*MOT: and what are these? | childes.train | C1: Child Directed Speech |
*MOT: now there's two pieces left. | childes.train | C1: Child Directed Speech |
*MOT: whatcha got in there, silly come on out and show us. | childes.train | C1: Child Directed Speech |
*CHI: in the door. | childes.train | C1: Child Directed Speech |
*MOT: that is a tiny tiny bridge. | childes.train | C1: Child Directed Speech |
*MOT: peeking out. | childes.train | C1: Child Directed Speech |
*MOT: a story. | childes.train | C1: Child Directed Speech |
*CHI: what's his Mummy? | childes.train | C1: Child Directed Speech |
*CHI: let's come upstairs. | childes.train | C1: Child Directed Speech |
End of preview. Expand in Data Studio
Dataset Card for BabyLM 2024 10M Curriculum
The documents from the 10M dataset provided by the 2024 BabyLM challange. We add a validation split we with additional documents from the 100M dataset.
The order in which to load this dataset is provided as .pt files (e.g., curriculum.pt or random.pt).
Pretraining split (train)
| Stage | Words | Documents | ||
|---|---|---|---|---|
| C1: Child Directed Speech | 2839591 | 28.53% | 580000 | 49.19% |
| C2: Unscripted Dialogue | 1079286 | 10.84% | 108000 | 9.16% |
| C3: Scripted Dialogue | 2041868 | 20.51% | 360000 | 30.53% |
| C4: Wiki | 1453539 | 14.60% | 65000 | 5.51% |
| C5: Written English | 2539489 | 25.51% | 66014 | 5.60% |
Validation split (validation)
| Stage | Words | Documents | ||
|---|---|---|---|---|
| C1: Child Directed Speech | 164319 | 25.98% | 26585 | 45.10% |
| C2: Unscripted Dialogue | 57486 | 9.09% | 5044 | 8.56% |
| C3: Scripted Dialogue | 128545 | 20.33% | 19352 | 32.83% |
| C4: Wiki | 100049 | 15.82% | 3389 | 5.75% |
| C5: Written English | 182039 | 28.78% | 4580 | 7.77% |
Dataset Sources
- C1: Child Directed Speech
- CHILDES (MacWhinney 2000)
- C2: Unscripted Dialogue
- Switchboard Dialog Act Corpus (Stolcke et al. 2000)
- British NationalCorpus (BNC), dialogue portion
- C3: Scripted Dialogue
- OpenSubtitles (Lison and Tiedemann 2016)
- C4: Wiki
- Simple Wiki (Warstadt et al. 2023)
- C5: Written English
- Standardized Project Gutenberg Corpus (Gerlach and Font-Clos 2018)
Uses
To be used for pretraining experiments with a custom Trainer that samples in a predetermined order.
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