Datasetpublic

abolhasani/PSR_ACL

2520 Messages picked from twitch, 7 streamers total. Link to paper: https://aclanthology.org/2026.acl-short.51/ Cite (ACL): Mohammadsadegh Abolhasani, Reza Mousavi, and Paul Jen-Hwa Hu. 2026. CaBSALLM: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 615–636, San Diego, California, United States. Association for Computational… See the full description on the dataset page: https://huggingface.co/datasets/abolhasani/PSR_ACL.

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Dataset Card

2520 Messages picked from twitch, 7 streamers total.

Link to paper: https://aclanthology.org/2026.acl-short.51/

Cite (ACL): Mohammadsadegh Abolhasani, Reza Mousavi, and Paul Jen-Hwa Hu. 2026. CaBSALLM: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 615–636, San Diego, California, United States. Association for Computational Linguistics.

Link to codes and remaining data in github: https://github.com/abolhasani/ACLPSRCUE/tree/main/Codes

Annotation Schema

Aspect	Cue	Definition	Example
DirectAddress	Direct address	Message explicitly targets the streamer as the addressee through name, @mention, or clear second-person reference.	“Emiru, you are late today”;<br>“you need to see this”
Attachment	Attachment / affection	Message expresses warmth, care, longing, loyalty, pride, or relational closeness toward the streamer.	“love u”;<br>“you look gorgeous today”
SelfDisclose	Self-disclosure / identification	Viewer shares personal information, experience, or similarity in a way that invites relational connection.	“I had a rough day, thanks for being here”;<br>“I’m also a grad student”
ReplySeeking	Reply seeking	Message seeks acknowledgment, recognition, or a direct response from the streamer.	“notice me”;<br>“did you see my message?”
CommRitual	Community ritual	Message invokes shared rituals, inside jokes, coordinated norms, or co-created chat practices.	“chat do the thing”;<br>“only real ones remember”
Monetary	Monetary support	Message signals subscription, donation, gifted support, renewal, streaks, or similar financial contribution.	“gifted 5 subs”;<br>“resubscribed for 24 months”
Backseat	Backseat guidance	Message renders advice, direction, coaching, or suggestions about gameplay or content.	“go left”;<br>“use ult now”
Emotes	Emote / emoji usage	Message contains Twitch-style emotes, emoji, or affective symbolic tokens.	“KEKW”;<br>“<3”
Dimension	Valence / stance	Overall stance expressed toward the streamer or community, coded as positive (P) or negative (N).	P: “love this stream”;<br>N: “you’re an idiot”