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cross_attention_forward

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

cross_attention_forward appears in the code Syntology harvested for 14 papers, as 3 distinct code bodies found in 14 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 0 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 cross_attention_forward 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 2 of the 3 distinct code bodies named cross_attention_forward; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

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

Licence is a property of each copy, so it is counted per place: 9 of the 14 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

14 papers shown of 14, newest first; 14 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. 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
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models 7 Oct 2024 m3hrdadfi/rag-memory-interplay/src/atlas/fid.py a94b66d049f10dc8 unverified no licence file found · pointer only
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems 29 Sep 2024 elviswxy/rag_fairness/flashrag/generator/fid.py 6bef6bdd6eb44070 ran · fixture could not drive it no licence file found · pointer only
Learning Retrieval Augmentation for Personalized Dialogue Generation 27 Jun 2024 hqsiswiliam/lapdog/src/fid.py a94b66d049f10dc8 unverified no licence file found · pointer only
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering 22 Mar 2024 xnhyacinth/iag/ft_llama/model.py 6bef6bdd6eb44070 ran · fixture could not drive it Apache-2.0 (permissive)
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval 24 Feb 2024 identical code first harvested elsewhere 6bef6bdd6eb44070 ran · fixture could not drive it licence of this copy not recorded
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey 8 Feb 2024 hackerchenzhuo/LaKo/src/model.py 6bef6bdd6eb44070 ran · fixture could not drive it MIT (permissive)
Re3val: Reinforced and Reranked Generative Retrieval 30 Jan 2024 facebookresearch/FiD/src/model.py 6bef6bdd6eb44070 ran · fixture could not drive it no licence file found · pointer only
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning 10 Dec 2023 currentf/hrn/models/HRN/src/model.py 6bef6bdd6eb44070 ran · fixture could not drive it no licence file found · pointer only
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models 15 Aug 2023 jeffhj/raven/src/fid.py a94b66d049f10dc8 unverified no licence file found · pointer only
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection 26 Jul 2022 identical code first harvested elsewhere 6bef6bdd6eb44070 ran · fixture could not drive it licence of this copy not recorded
Forecasting Future World Events with Neural Networks 30 Jun 2022 andyzoujm/autocast/autocast_experiments/src/model.py 6bef6bdd6eb44070 ran · fixture could not drive it MIT (permissive)
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue 16 Apr 2022 gao-xiao-bai/UniGDD/model.py 1874e854f6b824e3 ran · fixture could not drive it no licence file found · pointer only
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks 16 Dec 2021 akariasai/evidentiality_qa/evi_gen/src/model.py 6bef6bdd6eb44070 ran · fixture could not drive it MIT (permissive)
A Dataset for Answering Time-Sensitive Questions 13 Aug 2021 wenhuchen/time-sensitive-qa/FiD/model.py 6bef6bdd6eb44070 ran · fixture could not drive it BSD-3-Clause (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