The DOI matches its OpenAlex record; 13 of the 13 references it cites were found in a registry or an index.
Topic Detection and Tracking Pilot Study Final Report
Open accessOverview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Automatic text processing: the transformation, analysis, and retrieval of information by computer
(1989) · Choice Reviews Online · doi:10.5860/choice.27-0351 · Cited by 3,188
A maximum entropy approach to natural language processing
Berger, A. L., Pietra, V. J. D., & Pietra, S. A. D. (1996) · doi:10.5555/234285.234289 · Cited by 3,065
Estimation of probabilities from sparse data for the language model component of a speech recognizer
Katz, S. (1987) · IEEE Transactions on Acoustics, Speech, and Signal Processing · doi:10.1109/tassp.1987.1165125 · Cited by 1,637
Salton, G. (1988) · Cited by 1,570
Scatter/Gather: A Cluster-based Approach to Browsing Large Document Collections
Cutting, D. R., Karger, D. R., Pedersen, J. O., & Tukey, J. W. (2017) · ACM SIGIR Forum · doi:10.1145/3130348.3130362 · Cited by 1,419
Quary Expansion Using Local and Global Document Analysis
Xu, J., & Croft, W. B. (2017) · ACM SIGIR Forum · doi:10.1145/3130348.3130364 · Cited by 1,252
Inducing features of random fields
Della Pietra, S., Della Pietra, V., & Lafferty, J. (1997) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.588021 · Cited by 1,036
Multi-paragraph segmentation of expository text
Hearst, M. A. (1994) · Proceedings of the 32nd annual meeting on Association for Computational Linguistics - · doi:10.3115/981732.981734 · Cited by 584
USING PROBABILISTIC MODELS OF DOCUMENT RETRIEVAL WITHOUT RELEVANCE INFORMATION
CROFT, W. B., & HARPER, D. J. (1979) · Journal of Documentation · doi:10.1108/eb026683 · Cited by 433
Ponte, J. M., & Croft, W. B. (1997) · Lecture Notes in Computer Science · doi:10.1007/bfb0026725 · Cited by 213
Cited by
A Survey of Outlier Detection Methodologies
Hodge, V., & Austin, J. (2004) · Artificial Intelligence Review · doi:10.1007/s10462-004-4304-y · Cited by 3,596
Content-Based Recommendation Systems
Pazzani, M. J., & Billsus, D. (2007) · Lecture Notes in Computer Science · doi:10.1007/978-3-540-72079-9_10 · Cited by 2,600
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals
Bingham, E. (2000) · International Journal of Neural Systems · doi:10.1016/s0129-0657(00)00002-8 · Cited by 854
Survey of Temporal Information Retrieval and Related Applications
Campos, R., Dias, G., Jorge, A. M., & Jatowt, A. (2015) · ACM Computing Surveys · doi:10.1145/2619088 · Cited by 262
Topic Detection: Identifying Relevant Topics in Tourism Reviews
Menner, T., Höpken, W., Fuchs, M., & Lexhagen, M. (2016) · Information and Communication Technologies in Tourism 2016 · doi:10.1007/978-3-319-28231-2_30 · Cited by 35
Metadata
- Authors
- Allan, J., Carbonell, J., Doddington, G. R., Yamron, J., & Yang, Y.
- Published
- 2018-06-30
- OpenAlex
- W2135909747
- Cited by
- 939
- References
- 13
- FWCI
- 20.23
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Topic Detection and Tracking Pilot Study Final Report. https://app.cochat.ai/papers/10.1184/r1/6626252.v1
- The paper
- Allan, J., Carbonell, J., Doddington, G. R., Yamron, J., & Yang, Y. (2018). Topic Detection and Tracking Pilot Study Final Report. https://doi.org/10.1184/r1/6626252.v1
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.