Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles

Munachiso S Nwadike, Zangir Iklassov, Toluwani Aremu, Tatsuya Hiraoka, Benjamin Heinzerling, Velibor Bojkovic, Hilal AlQuabeh, Martin Takáč, Kentaro Inui. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

Authors

Toluwani Aremu (ORCID: https://orcid.org/0000-0002-0361-7466)
Takaharu Hiraoka
Zangir Iklassov
Munachiso Nwadike
Velibor Bojković
Martin Takáč (ORCID: https://orcid.org/0000-0001-7455-2025)
Benjamin Heinzerling
Kentaro Inui (ORCID: https://orcid.org/0000-0001-6510-604X)
Hilal AlQuabeh

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.18653/v1/2025.acl-long.1232
Primary Topic: Topic Modeling
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles

Toluwani Aremu, Takaharu Hiraoka, Zangir Iklassov, Munachiso Nwadike et al.

Jan 1, 2025

Topic Modeling

article

Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles

Toluwani Aremu, Takaharu Hiraoka, Zangir Iklassov, Munachiso Nwadike, Velibor Bojković, Martin Takáč, Benjamin Heinzerling, Kentaro Inui, Hilal AlQuabeh

January 1, 2025article en

Abstract

Quality Education

Openalex Percentile: Top 90%

Topic Modeling

DOI Open Access PDF OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles — Toluwani Aremu, Takaharu Hiraoka, et al. · (2025) | TGRS Research Map | TGRS