Download the reading list
Get citations for your reference manager, a text copy to read, or JSON for research tools and agents. Every download uses the same paper list as the website.
Version
207 papers + 8 background papers
Literature checked through October 18, 2026
Using the JSON files in a script or agent
Start with papers.json. It contains papers, precursors (the background papers), and metadata. The agent guide links to every file.
- Paper details
idis a stable identifier.author_namespreserves author order.paper_urllinks to the source;record_urllinks to an individual page with its own JSON, Markdown, BibTeX and CSL-JSON downloads.legacy_record_urlpreserves the earlier full-list anchor.- Published versions
- Optional
publicationmetadata gives a separately verified conference or journal version, with its own title, authors, year and citation links. Missing metadata means we have not verified that version, not that it does not exist. - Demos
- Optional
demoslink to interactive examples and model details.relationshipdistinguishes animplementationfrom arelated_methodexample;paper_relationshipsnames the associated papers. A related-method demo is not an implementation of the current paper. Demo outputs are not benchmark evidence, and demos do not replace paper citations. - Dates
first_publicis the earliest dated public version we found, usually the first arXiv submission.citation_dateis the initial arXiv submission date used in citation exports. Earlier conference presentations have a separate source note.- Following additions
added_atis when a paper joined this list, not when it was published. It is tracked for additions after the initial collection; initial records have noadded_at. Filter this field to find new entries, including older papers we previously missed. Release history also listsadded_papersby stable ID.- Keeping a local copy current
- Release history can identify
updated_paperswith changed fields andremoved_papersby ID. The current JSON file is the authority for which entries are on the list. - Categories and summaries
lenslists approaches. Other fields describe training, computation, research questions, evidence, and modality. A paper can have several labels. Summaries and labels are written for this list; they are not the authors' abstracts.- Sources
provenancerecords where we found the paper. Usepaper_urlto check the paper itself.
Category definitions (ontology.json) · Field types and allowed values (JSON Schema) · Version history (JSON)
Download one topic
- Internalized reasoning: Markdown · JSON
- Thinking tokens: Markdown · JSON
- Continuous-state reasoning: Markdown · JSON
- Recurrent reasoning: Markdown · JSON
- Alternative generation methods: Markdown · JSON
- Analysis and evaluation: Markdown · JSON
To follow updates, see recent additions, subscribe to the RSS feed, or read what changed.
Citing and reusing the list
Cite the original papers for research claims. The complete papers.bib and papers.csl.json downloads cite arXiv preprints. A separate BibTeX file and CSL-JSON file contain the subset with verified published-version records. Individual paper pages offer both choices where available. Check the source and cite the version you used.
If you reuse our categories, summaries, or data, credit Implicit Chain-of-Thought, version 0.9.4 (2026), https://latent-implicit-thinking.github.io/, with your access date. Our original text and annotations are available under CC BY 4.0. Papers, code, and other third-party material keep their own licenses.
Date and citation-format details
Dates usually refer to the first arXiv submission, not the public-announcement time or conference year. Where an earlier presentation is documented, its date is shown separately from the linked arXiv submission date.
Source links are not pinned to an arXiv revision. Author names are kept in full and in order. CSL-JSON stores each name as a literal string rather than guessing which parts are given and family names.
Thanks to the Awesome-Latent-CoT bibliography and its associated survey, Reasoning Beyond Language, which helped us find many of these papers.