ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning

Vy Vo; Lizhen Qu; Tao Feng; Yuncheng Hua; Xiaoxi Kang; Songhai Fan; Tim Dwyer; Lay-Ki Soon; Gholamreza Haffari

doi:10.18653/v1/2025.naacl-long.49

ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning

Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, Gholamreza Haffari

Correct Metadata for

Important: The Anthology treat PDFs as authoritative. Please use this form only to correct data that is out of line with the PDF. See our corrections guidelines if you need to change the PDF.

Title Adjust the title. Retain tags such as <fixed-case>.

Authors Adjust author names and order to match the PDF.

Abstract Correct abstract if needed. Retain XML formatting tags such as <tex-math>.

Verification against PDF Ensure that the new title/authors match the snapshot below. (If there is no snapshot or it is too small, consult the PDF.)

Authors concatenated from the text boxes above:

ALL author names match the snapshot above—including middle initials, hyphens, and accents.

Anthology ID:: 2025.naacl-long.49
Volume:: Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Month:: April
Year:: 2025
Address:: Albuquerque, New Mexico
Editors:: Luis Chiruzzo, Alan Ritter, Lu Wang
Venue:: NAACL
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 1049–1074
Language:
URL:: https://aclanthology.org/2025.naacl-long.49/
DOI:: 10.18653/v1/2025.naacl-long.49
Bibkey:
Cite (ACL):: Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, and Gholamreza Haffari. 2025. ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pages 1049–1074, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):: ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning (Vo et al., NAACL 2025)
Copy Citation:
PDF:: https://aclanthology.org/2025.naacl-long.49.pdf

PDF Cite Search Fix data

Export citation

BibTeX
MODS XML
Endnote
Preformatted

@inproceedings{vo-etal-2025-access,
    title = "{ACCESS} : A Benchmark for Abstract Causal Event Discovery and Reasoning",
    author = "Vo, Vy  and
      Qu, Lizhen  and
      Feng, Tao  and
      Hua, Yuncheng  and
      Kang, Xiaoxi  and
      Fan, Songhai  and
      Dwyer, Tim  and
      Soon, Lay-Ki  and
      Haffari, Gholamreza",
    editor = "Chiruzzo, Luis  and
      Ritter, Alan  and
      Wang, Lu",
    booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
    month = apr,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.naacl-long.49/",
    doi = "10.18653/v1/2025.naacl-long.49",
    pages = "1049--1074",
    ISBN = "979-8-89176-189-6"
}

Download as File

<?xml version="1.0" encoding="UTF-8"?>
<modsCollection xmlns="http://www.loc.gov/mods/v3">
<mods ID="vo-etal-2025-access">
    <titleInfo>
        <title>ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning</title>
    </titleInfo>
    <name type="personal">
        <namePart type="given">Vy</namePart>
        <namePart type="family">Vo</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Lizhen</namePart>
        <namePart type="family">Qu</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Tao</namePart>
        <namePart type="family">Feng</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Yuncheng</namePart>
        <namePart type="family">Hua</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Xiaoxi</namePart>
        <namePart type="family">Kang</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Songhai</namePart>
        <namePart type="family">Fan</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Tim</namePart>
        <namePart type="family">Dwyer</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Lay-Ki</namePart>
        <namePart type="family">Soon</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <name type="personal">
        <namePart type="given">Gholamreza</namePart>
        <namePart type="family">Haffari</namePart>
        <role>
            <roleTerm authority="marcrelator" type="text">author</roleTerm>
        </role>
    </name>
    <originInfo>
        <dateIssued>2025-04</dateIssued>
    </originInfo>
    <typeOfResource>text</typeOfResource>
    <relatedItem type="host">
        <titleInfo>
            <title>Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)</title>
        </titleInfo>
        <name type="personal">
            <namePart type="given">Luis</namePart>
            <namePart type="family">Chiruzzo</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Alan</namePart>
            <namePart type="family">Ritter</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <name type="personal">
            <namePart type="given">Lu</namePart>
            <namePart type="family">Wang</namePart>
            <role>
                <roleTerm authority="marcrelator" type="text">editor</roleTerm>
            </role>
        </name>
        <originInfo>
            <publisher>Association for Computational Linguistics</publisher>
            <place>
                <placeTerm type="text">Albuquerque, New Mexico</placeTerm>
            </place>
        </originInfo>
        <genre authority="marcgt">conference publication</genre>
        <identifier type="isbn">979-8-89176-189-6</identifier>
    </relatedItem>
    <identifier type="citekey">vo-etal-2025-access</identifier>
    <identifier type="doi">10.18653/v1/2025.naacl-long.49</identifier>
    <location>
        <url>https://aclanthology.org/2025.naacl-long.49/</url>
    </location>
    <part>
        <date>2025-04</date>
        <extent unit="page">
            <start>1049</start>
            <end>1074</end>
        </extent>
    </part>
</mods>
</modsCollection>

Download as File

%0 Conference Proceedings
%T ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning
%A Vo, Vy
%A Qu, Lizhen
%A Feng, Tao
%A Hua, Yuncheng
%A Kang, Xiaoxi
%A Fan, Songhai
%A Dwyer, Tim
%A Soon, Lay-Ki
%A Haffari, Gholamreza
%Y Chiruzzo, Luis
%Y Ritter, Alan
%Y Wang, Lu
%S Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
%D 2025
%8 April
%I Association for Computational Linguistics
%C Albuquerque, New Mexico
%@ 979-8-89176-189-6
%F vo-etal-2025-access
%R 10.18653/v1/2025.naacl-long.49
%U https://aclanthology.org/2025.naacl-long.49/
%U https://doi.org/10.18653/v1/2025.naacl-long.49
%P 1049-1074

Download as File

Markdown (Informal)

[ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning](https://aclanthology.org/2025.naacl-long.49/) (Vo et al., NAACL 2025)

ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning (Vo et al., NAACL 2025)

ACL

Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, and Gholamreza Haffari. 2025. ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pages 1049–1074, Albuquerque, New Mexico. Association for Computational Linguistics.