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generate_answer

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

generate_answer appears in the code Syntology harvested for 12 papers, as 11 distinct code bodies found in 12 places (a place is one code body under one paper). At least one of them ran in 3 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 generate_answer 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 11 distinct code bodies named generate_answer; 9 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
1ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
1ran
9unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 6 of the 12 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

12 papers shown of 12, newest first; 12 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 3 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
Auditing Forgetting in Limited Memory Language Models added by Syntology 2026-07 (from id) raeesiarya/LMLMAudit/src/lmlm-audit/run_audit.py 1908bdfde38728bb unverified MIT (permissive)
Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering added by Syntology 2026-06 (from id) YafengWu/CADE/Time-MQA_Full_FT/merge.py 74e845a6129041fd unverified no licence file found · pointer only
HalluZig: Hallucination Detection using Zigzag Persistence added by Syntology 2026-01 (from id) TDA-Jyamiti/halluzig/label_generated_gpt4o.py c55f41cc0b59f46f unverified no licence file found · pointer only
LongRoPE2: Near-Lossless LLM Context Window Scaling 27 Feb 2025 microsoft/longrope/evaluation/passkey.py f2a976adb1d0806e unverified MIT (permissive)
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs 27 Dec 2024 Zhe-Young/SelfCorrectDecompose/eval_sampling.py dd6378ce27ea29b1 unverified no licence file found · pointer only
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities 10 Jul 2024 Jometeorie/KnowledgeSpread/simulation/baseline_easyedit.py 41f7fbef0bb0cb0f unverified no licence file found · pointer only
GraphArena: Benchmarking Large Language Models on Graph Computational Problems 29 Jun 2024 squareRoot3/GraphArena/benchmark_LLM_local.py 31b2e95470d367f8 ran no licence file found · pointer only
Can we obtain significant success in RST discourse parsing by using Large Language Models? 8 Mar 2024 nttcslab-nlp/rstparser_eacl24/src/parse/parse_utils.py 01eb601638ec987f unverified licence not identified · pointer only
Unintended Impacts of LLM Alignment on Global Representation 22 Feb 2024 salt-nlp/unintended-impacts-of-alignment/code/md3game.py ea124a9e59aa3d97 unverified MIT (permissive)
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models 23 Oct 2023 tianyi-lab/hallusionbench/evaluation.py c5e2fa32f54d0bba ran · violated contract BSD-3-Clause (permissive)
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering 10 Nov 2022 ellaneeman/disent_qa/query_model.py a0de6f5df583e698 unverified Apache-2.0 (permissive)
arXiv:Guan_HallusionBench_An_Advanced_Diagnostic_Suite_for_Entangled_Language_Hallucination_and_CVPR_2024_paper tianyi-lab/HallusionBench/evaluation.py c5e2fa32f54d0bba ran · violated contract 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".

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