{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,19]],"date-time":"2025-08-19T10:52:36Z","timestamp":1755600756114,"version":"3.28.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,14]]},"DOI":"10.1109\/icassp48485.2024.10446355","type":"proceedings-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T18:56:31Z","timestamp":1710788191000},"page":"11996-12000","source":"Crossref","is-referenced-by-count":1,"title":["Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization"],"prefix":"10.1109","author":[{"given":"Min","family":"Zhang","sequence":"first","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianfeng","family":"He","sequence":"additional","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuo","family":"Lei","sequence":"additional","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Murong","family":"Yue","sequence":"additional","affiliation":[{"name":"George Mason University,Department of Computer Science,Fairfax,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linhan","family":"Wang","sequence":"additional","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chang-Tien","family":"Lu","sequence":"additional","affiliation":[{"name":"Virginia Tech,Department of Computer Science,Falls Church,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"281","article-title":"Compositionality","volume":"3","author":"Partee","year":"1984","journal-title":"Varieties of formal semantics"},{"issue":"1-3","key":"ref2","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/0167-2789(90)90087-6","article-title":"The symbol grounding problem","volume":"42","author":"Hamad","year":"1990","journal-title":"Physica D: Nonlinear Phenomena"},{"key":"ref3","first-page":"2873","article-title":"Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks","volume-title":"International conference on machine learning","author":"Lake"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-main.731"},{"article-title":"Measuring compositional generalization: A comprehensive method on realistic data","volume-title":"International Conference on Learning Representations","author":"Keysers","key":"ref5"},{"key":"ref6","first-page":"16901701","article-title":"Compositional generalization via neural-symbolic stack machines","volume":"33","author":"Chen","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.findings-acl.97"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.emnlp-main.85"},{"article-title":"A survey of large language models","year":"2023","author":"Zhao","key":"ref9"},{"key":"ref10","first-page":"2219922213","article-title":"Large language models are zero-shot reasoners","volume":"35","author":"Kojima","year":"2022","journal-title":"Advances in neural information processing systems"},{"key":"ref11","first-page":"1877","article-title":"Language models are few-shot learners","volume":"33","author":"Brown","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref12","first-page":"24824","article-title":"Chain-of-thought prompting elicits reasoning in large language models","volume":"35","author":"Wei","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"article-title":"Program of thoughts prompting: Disentangling computation from reasoning for numerical reasoning tasks","year":"2022","author":"Chen","key":"ref13"},{"article-title":"Reascan: Compositional reasoning in language grounding","volume-title":"Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1)","author":"Wu","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.166"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.41"},{"article-title":"Binding language models in symbolic languages","volume-title":"The Eleventh International Conference on Learning Representations","author":"Cheng","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01436"},{"article-title":"Large language models as tool makers","year":"2023","author":"Cai","key":"ref19"},{"article-title":"Systematic generalization on gscan with language conditioned embedding","year":"2020","author":"Gao","key":"ref20"}],"event":{"name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2024,4,14]]},"location":"Seoul, Korea, Republic of","end":{"date-parts":[[2024,4,19]]}},"container-title":["ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10445798\/10445803\/10446355.pdf?arnumber=10446355","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,2]],"date-time":"2024-08-02T05:12:05Z","timestamp":1722575525000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10446355\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/icassp48485.2024.10446355","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]}}}