Preprint
(c) 2026 Pranay Mahendrakar. Licensed under CC BY 4.0. Life of Research Constrained decoding masks every token that would break a grammar or a JSON schema, so the output always parses. Whether it also changes how often the answer is right is contested: one line of work reports that format…
| Type this | To find |
|---|---|
neural networks | Records containing both words, anywhere (titles count most) |
"language models" | The exact phrase |
memory -survey | Leave out records that mention a word |
hallucination OR confabulation | Either word |
author:"Ada Lovelace" | Records by an author |
title:benchmark | A word in the title |
allintitle: agent memory | All of the words in the title |
source:"Nature" | Records published in a journal |
keyword:"machine learning" | Records tagged with a subject |
year:2022-2026 | Published in a range of years (or year:2026) |
since:2025 | Published in or after a year (until:2020 for before) |
type:dataset | Only one type: article, preprint, dataset, thesis, report, software… |
doi:10.5281/zenodo.123456 | The record with a DOI |
related:LOR-00012 | Research related to a record |
Operators combine: "open access" author:Mahendrakar since:2025 -preprint.
Words match their variants (model finds models) and accents are ignored.
Press / anywhere to jump to the search box. Software and agents can use the same syntax through the
JSON search API.