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get_feedback

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

get_feedback appears in the code Syntology harvested for 8 papers, as 8 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 4 of the papers; 2 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 get_feedback 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 4 of the 8 distinct code bodies named get_feedback; 4 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
3ran
4unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 1 of the 10 places is 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

8 papers shown of 8, newest first; 10 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
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching added by Syntology 2026-01 (from id) quchangle1/MatchTIR/Code/verl/utils/reward_score/tool.py 3673b46bdbf2a6ac ran · our draft was wrong no licence file found · pointer only
EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents 21 Jan 2025 thunlp/embodiedeval/predicate.py eb552bd8bc6c7308 unverified MIT (permissive)
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization 31 Mar 2024 hritikbansal/dove/jpo/ai_feedback.py 841ccc2439e64906 ran fingerprinted MIT (permissive)
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization 31 Mar 2024 hritikbansal/dove/jpo/auto_eval.py 4abdf461254ec7ab ran fingerprinted MIT (permissive)
KTO: Model Alignment as Prospect Theoretic Optimization 2 Feb 2024 contextualai/halos/train/data.py 1ed0ab0ac3d9655a ran Apache-2.0 (permissive)
Generating Language Corrections for Teaching Physical Control Tasks 12 Jun 2023 Stanford-ILIAD/corgi/interfaces/teaching-interface/generator.py 2ab7a6b7bfaa426f unverified MIT (permissive)
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning 10 Oct 2019 Stanford-ILIAD/easy-active-learning/simulation_utils.py 355e0f4248993f2b unverified MIT (permissive)
Batch Active Preference-Based Learning of Reward Functions 10 Oct 2018 Stanford-ILIAD/batch-active-preference-based-learning/simulation_utils.py 2a6e648f2f77d0f5 unverified MIT (permissive)
arXiv:2025.findings-acl.39 Hritikbansal/jpo/jpo/ai_feedback.py 841ccc2439e64906 ran fingerprinted MIT (permissive)
arXiv:2025.findings-acl.39 Hritikbansal/jpo/jpo/auto_eval.py 4abdf461254ec7ab ran 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