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compute_exact

Syntologyentry name in harvested coderead from the graph 2026-09-24

compute_exact appears in the code Syntology harvested for 17 papers, as 8 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 16 of the papers; 7 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named compute_exact do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 7 of the 8 distinct code bodies named compute_exact; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

3ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
3ran
1unverified
7fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 18 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

17 papers shown of 17, newest first; 18 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources added by Syntology 2026-05 (from id) JinheonBaek/OmniRetrieval/src/evaluation/metrics.py 9026d9da5d085bd4 ran · honoured contract fingerprinted MIT (permissive)
Foundational Large Language Models for Materials Research 12 Dec 2024 M3RG-IITD/llamat/src/Kshot-val.py 9026d9da5d085bd4 ran · honoured contract fingerprinted MIT (permissive)
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning 9 Dec 2024 SalesforceAIResearch/SiReRAG/evaluate_musique.py 9026d9da5d085bd4 ran · honoured contract fingerprinted no licence file found · pointer only
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models 12 Oct 2024 intuit-ai-research/knowledge-infused-ai/synthetic-knowledge-ingestion/finetuning/ft_llama_factory.py 9026d9da5d085bd4 ran · honoured contract fingerprinted Apache-2.0 (permissive)
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge 11 Sep 2024 hannight/adacad/eval_qa.py 7084c60ca1ae3e47 ran · violated contract fingerprinted MIT (permissive)
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models 27 Feb 2024 colinzhaoust/fact-and-reflection/public_code.py 7065bc6a2b841da5 ran · honoured contract fingerprinted no licence file found · pointer only
Diversify Question Generation with Retrieval-Augmented Style Transfer 23 Oct 2023 gouqi666/RAST/eval_squad.py 37b0d27f83566ecf ran fingerprinted no licence file found · pointer only
Knowledge-Augmented Language Model Verification 19 Oct 2023 jinheonbaek/kalmv/metrics.py 9026d9da5d085bd4 ran · honoured contract fingerprinted no licence file found · pointer only
Knowledge-Augmented Language Model Verification 19 Oct 2023 JinheonBaek/KALMV/models/verifiers.py 66722e30b46133ad ran · honoured contract fingerprinted no licence file found · pointer only
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models 8 Oct 2023 weiyifan1023/MenatQA/src/utils.py 084d22134d9bd7c4 ran fingerprinted no licence file found · pointer only
End-to-End Beam Retrieval for Multi-Hop Question Answering 17 Aug 2023 canghongjian/beam_retriever/train_reader.py c1478415449411ed ran fingerprinted Apache-2.0 (permissive)
Phrase Retrieval Learns Passage Retrieval, Too 16 Sep 2021 princeton-nlp/DensePhrases/densephrases/utils/squad_metrics.py 9026d9da5d085bd4 ran · honoured contract fingerprinted Apache-2.0 (permissive)
A Dataset for Answering Time-Sensitive Questions 13 Aug 2021 wenhuchen/time-sensitive-qa/utils.py 084d22134d9bd7c4 ran fingerprinted BSD-3-Clause (permissive)
Learning to Perturb Word Embeddings for Out-of-distribution QA 6 May 2021 seanie12/SWEP/squad_metrics.py 9026d9da5d085bd4 ran · honoured contract fingerprinted MIT (permissive)
Open-Domain Question Answering Goes Conversational via Question Rewriting 10 Oct 2020 apple/ml-qrecc/utils/evaluate_qa.py 0d6a04e3f9c96f42 unverified Apache-2.0 (permissive)
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data 15 Apr 2020 wenhuchen/HybridQA/evaluate_script.py 9026d9da5d085bd4 ran · honoured contract fingerprinted MIT (permissive)
End-to-End Open-Domain Question Answering with BERTserini 5 Feb 2019 rsvp-ai/bertserini/bertserini/utils/utils_squad_metrics.py 9026d9da5d085bd4 ran · honoured contract fingerprinted Apache-2.0 (permissive)
arXiv:2023.emnlp-main.803 yisunlp/Anti-CF/utils/metrics.py 9026d9da5d085bd4 ran · honoured contract fingerprinted MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections