conftrace_

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8 papers

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topic modeling (4) information retrieval (3) topic model (2) latent dirichlet allocation (2) open access (1) concept map (1) digital library (1) digital libraries (1) topic alignment (1) conceptual framework (1)

Papers

Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models ACL 2025 Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors NAACL 2025 GINopic: Topic Modeling with Graph Isomorphism Network NAACL 2024 Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections COLING 2022 Developing a Curated Topic Model for COVID-19 Medical Research Literature EMNLP 2020 On the Use of Web Search to Improve Scientific Collections EMNLP 2020 Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ACL 2018 Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps EMNLP 2017