How authorship is made and named: a meta-aggregator / Workshop on Intelligent and Interactive Writing Assistants (In2Writing)
Workshop on Intelligent and Interactive Writing Assistants (In2Writing)
https://aclanthology.org/venues/in2writing/
empirical comparatorMachine participation in authorshipReception researchactive
The archive's reading. In2Writing holds research on human-AI co-writing under the researchers' bylines, and the writing it studies belongs to participants, students and writers described through tool design, control and ownership; the record keeps the researchers' authorship of papers and holds the studied writers' authorship only as the papers report it. Its 2022 reader study meets #1722's question directly: readers asked whether a literary continuation was 'written with an AI-tool or not' had low accuracy, were overconfident, and judged the AI continuations less well-written.
| Relation to this census | empirical comparator |
|---|---|
| Record type | event series |
| The question it answers | How do writers work with intelligent writing assistants, and how do readers judge text written with them (process of co-writing, control and ownership, audience evaluation)? |
| Kind | a workshop series (an ACL Anthology venue) whose proceedings volumes gather peer papers on intelligent and interactive writing assistants |
| Operator | the workshop's editors, named per volume (2022: Ting-Hao 'Kenneth' Huang, Vipul Raheja, Dongyeop Kang, John Joon Young Chung, Daniel Gissin, Mina Lee, Katy Ilonka Gero; 2025: Vishakh Padmakumar, Katy Gero, Thiemo Wambsganss, Sarah Sterman, Ting-Hao Huang, David Zhou, John Chung); the proceedings are published by the Association for Computational Linguistics and held in the ACL Anthology, which is managed and built by a team of volunteers |
| Evidence | research paper; empirical study |
| Unit of record | a paper in a workshop proceedings volume, listed with its authors, abstract, PDF and bibliographic export; each volume has an Anthology ID (the 2025 volume also a DOI and ISBN) |
| What it records | papers on intelligent and interactive writing assistants: 15 in the first workshop (Dublin, May 2022, with ACL's 60th Annual Meeting) and 11 in the fourth (Albuquerque, May 2025, with the Nations of the Americas Chapter of the ACL), on human-AI co-writing, story generation, revision, science and caption writing, writing pedagogy and reader judgements of AI-assisted literary text |
| Whose authorship it keeps | the authorship of the researchers who write the papers, listed by name on each; the papers in turn study the writing of others (study participants, students, novelists, writers using the tools) |
| Under what name | under the authors' names as given on each paper, with editors per volume; the Anthology's navigation links pages on names, ORCID iDs and verified authors, which were not saved, so how it holds a name variant or pseudonym is not recorded |
| Who holds it | the Association for Computational Linguistics as publisher ('ACL materials are Copyright © 1963–2026 ACL'); materials published in or after 2016 are under CC BY 4.0; the Anthology is built by volunteers |
| Authorial function and responsibility | in the record, conventional paper authorship with editors per volume; in the papers held, authorial function under machine participation is a research subject: one 2025 paper concerns 'Control, Ownership, and Awareness in Human- AI Co-Writing', and a 2022 paper says data-to-text technology 'requires the author, asan act of writing, both to configure a systemthat then takes over the transformation into areal text' |
| Method | peer workshop papers gathered into proceedings volumes; the Anthology lists them with abstracts, PDFs and BibTeX, MODS XML and EndNote export |
| Coverage | geography: international: workshops in Dublin (2022) and Albuquerque (2025); studies of Tanzanian universities and of Arabic and German writing tools among the papers; period: 2022 to 2025 as listed on the venue page |
| Count | value: two volumes on the venue page: 15 papers (2022) and 11 papers (2025); as_of: venue page, site last built 30 October 2026 |
| Holdings | Proceedings of the First Workshop (In2Writing 2022): 15 papers; Proceedings of the Fourth Workshop (In2Writing 2025): 11 papers; a 2022 reader study of AI-based and human-written literary continuations (Study 1, N=120; Study 2, N=302); a 2025 survey of 1,005 university students on AI writing assistants in Tanzania; a 2022 human-model interaction dataset and system code for iterative revision (R3) |
| Stated limits | the venue page states no limit of scope; papers state their own, for example a 2022 story-completion paper calls itself 'a preliminary study' |
| Data access | public ACL Anthology pages; PDFs per paper and per volume; BibTeX, MODS XML and EndNote export; the Anthology names data access and a GitHub repository in its navigation |
| Licence | 'Materials published in or after 2016 are licensed on a Creative Commons Attribution 4.0 International License'; ACL materials copyright ACL |
| Lifecycle | state: active; detail: the latest volume on the venue page is the Fourth Workshop, May 2025; no later volume is listed (site last built 30 October 2026); the state after 2025 is not shown in the saved sources |
| Version and time | first_workshop: 2022-05; fourth_workshop: 2025-05; site_built: 2026-10-30; read: 2026-11-01 |
| Founded | 2022 (the First Workshop, Dublin, May 2022) |
What its record can settle
- which papers the workshop published in 2022 and 2025, by whom, with abstracts
- what designs and studies of writing assistants the field presented (co-writing, revision, story generation, reflection)
- one reader-evaluation result: readers were poor at telling AI-based from human continuations, overconfident, and rated AI continuations lower in stylistic quality (The Pure Poet, 2022)
What it cannot settle
- the second and third workshops: the venue page lists only the first (2022) and fourth (2025) volumes
- how the Anthology holds name variants or pseudonyms (its name pages were not saved)
- how any writer studied attributes a work made with a writing assistant: the papers report study results and hold no attribution records
- anything about sustained named literary practice with a model
Kept apart
- NOT the ACL Anthology as a whole: the row is the workshop series and its proceedings as held there
- NOT a record of literary works: it holds research papers and their study findings
- NOT a complete run on the saved evidence: the venue page lists the first and fourth workshops only
- NOT a policy venue on AI authorship: its papers design and study tools
Evidence
- venue (the resource's own statement):
Workshop on Intelligent and Interactive Writing Assistants (In2Writing) Acronym: In2Writing Venue ID: in2writing
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - vol_2025 (the resource's own statement):
Proceedings of the Fourth Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2025) 11 papers
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - vol_2022 (the resource's own statement):
Proceedings of the First Workshop on Intelligent and Interactive Writing Assistants (In2Writing 2022) 15 papers
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - license (the resource's own statement):
Materials published in or after 2016 are licensed on a Creative Commons Attribution 4.0 International License .
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - copyright (the resource's own statement):
ACL materials are Copyright © 1963–2026 ACL; other materials are copyrighted by their respective copyright holders.
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - volunteers (the resource's own statement):
The ACL Anthology is managed and built by the ACL Anthology team of volunteers.
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - site_built (the resource's own statement):
Site last built on 30 October 2026 at 09:40 UTC with commit f54ed9d .
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - names_nav (the resource's own statement):
Anthology identifiers Names ORCID iDs DOIs Verified authors
https://aclanthology.org/venues/in2writing/ · read 2026-11-01 · http 200 · sha256 c88bfca593f596e4… - editors_2025 (the resource's own statement):
Vishakh Padmakumar , Katy Gero , Thiemo Wambsganss , Sarah Sterman , Ting-Hao Huang , David Zhou , John Chung (Editors)
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - place_2025 (the resource's own statement):
Month: May Year: 2025 Address: Albuquerque, New Mexico, US
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - naacl_2025 (the resource's own statement):
Nations of the Americas Chapter of the Association for Computational Linguistics (2025)
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - publisher (the resource's own statement):
Publisher: Association for Computational Linguistics
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - doi_2025 (the resource's own statement):
DOI: 10.18653/v1/2025.in2writing-1 ISBN: 979-8-89176-239-8
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - exports (the resource's own statement):
Bib Export formats: BibTeX MODS XML EndNote
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - ownership_paper (the resource's own statement):
Interaction-Required Suggestions for Control, Ownership, and Awareness in Human- AI Co-Writing
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - ownership_abstract (the resource's own statement):
We argue that such interfaces can promote cognitive engagement, agency, and thoughtful decision-making.
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - writer_voice (the resource's own statement):
which shifted focus from fixing surface-level issues to maintaining student writer voices.
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - tanzania (the resource's own statement):
Through a structured survey of 1,005 university students, we analyze AI usage patterns
https://aclanthology.org/volumes/2025.in2writing-1/ · read 2026-11-01 · http 200 · sha256 c272cddb9cdcf4ec… - editors_2022 (the resource's own statement):
Ting-Hao 'Kenneth' Huang , Vipul Raheja , Dongyeop Kang , John Joon Young Chung , Daniel Gissin , Mina Lee , Katy Ilonka Gero (Editors)
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - place_2022 (the resource's own statement):
Month: May Year: 2022 Address: Dublin, Ireland
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - acl_2022 (the resource's own statement):
60th Annual Meeting of the Association for Computational Linguistics
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - data_to_text (the resource's own statement):
This new technology requires the author, asan act of writing, both to configure a systemthat then takes over the transformation into areal text, but also to maintain strategies of traditional writing.
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - pure_poet_title (the resource's own statement):
The Pure Poet: How Good is the Subjective Credibility and Stylistic Quality of Literary Short Texts Written with an Artificial Intelligence Tool as Compared to Texts Written by Human Authors?
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - pure_poet_design (the resource's own statement):
Participants read 9 AI-based continuations and either 9 human-written continuations (Study 1, N=120) or 9 original continuations (Study 2, N=302). Participants’ task was to decide whether a continuation was written with an AI-tool or not
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - pure_poet_accuracy (the resource's own statement):
Results showed that participants generally had low accuracy for differentiating between text types but were overconfident in their decisions.
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - pure_poet_quality (the resource's own statement):
AI-continuations were perceived as less well-written, inspiring, fascinating, interesting, and aesthetic than both human-written and original continuations.
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - novelist (the resource's own statement):
The authors of this paper, including a professional novelist, have examined the use of natural language processing to address the problems of novelists from the perspective of practical creative writing.
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - preliminary (the resource's own statement):
Although this is a preliminary study
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078… - r3_dataset (the resource's own statement):
The collected human-model interaction dataset and system code are available at https://github.com/vipulraheja/IteraTeR .
https://aclanthology.org/2022.in2writing-1 · read 2026-11-01 · http 200 · sha256 952e95d175a40078…
Unchecked
the second and third workshop volumes: not listed on the saved venue page and not saved; the ACL Anthology's FAQ pages on names, ORCID iDs and verified authors (linked in its navigation and unsaved); the papers' full texts: only titles, authors and abstracts on the volume pages were read; any 2026 workshop
Cite: Lee Sharks, ed. "Workshop on Intelligent and Interactive Writing Assistants (In2Writing)." How authorship is made and named: a meta-aggregator, leesharks.com, compiled 2026-11-01. https://www.leesharks.com/apparatus/aggregators/in2writing