Home › Code › postprocess_text

postprocess_text

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

postprocess_text appears in the code Syntology harvested for 21 papers, as 12 distinct code bodies found in 23 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 1 of the code bodies carries 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 postprocess_text 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 3 of the 12 distinct code bodies named postprocess_text; 9 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
2ran
9unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 23 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

21 papers shown of 21, newest first; 23 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; 6 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
Med3DVLM: An Efficient Vision-Language Model for 3D Medical Image Analysis 25 Mar 2025 mirthai/med3dvlm/src/eval/eval_caption.py 8b51adb8a6c014e5 ran · our draft was wrong MIT (permissive)
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models 9 Oct 2024 EIT-NLP/AccuracyParadox-RLHF/fgrlhf/evaluators.py 94a55f838c975848 unverified MIT (permissive)
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation 5 Oct 2024 jingyng/label-adaptive-self-rationalization/code/training.py 8b51adb8a6c014e5 ran · our draft was wrong no licence file found · pointer only
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables 29 Jun 2024 nikhilsab/h-star/fetaqa_score.py aba2984da729d60f unverified no licence file found · pointer only
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools 18 Jun 2024 thudm/chatglm/composite_demo/conversation.py 554545dbb567c8a2 unverified Apache-2.0 (permissive)
HYDRA: Model Factorization Framework for Black-Box LLM Personalization 5 Jun 2024 night-chen/HYDRA/metrics/generation_metrics.py 8b51adb8a6c014e5 ran · our draft was wrong no licence file found · pointer only
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation 9 Apr 2024 lamp-benchmark/lamp/LaMP/metrics/generation_metrics.py 8b51adb8a6c014e5 ran · our draft was wrong no licence file found · pointer only
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation 9 Apr 2024 lamp-benchmark/lamp/LaMP/metrics/classification_metrics.py 1bea9980ec25d1c5 ran no licence file found · pointer only
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction 27 Mar 2024 inhwanbae/LMTrajectory/model/nltoolkit.py eff19094fe0ec70e unverified licence not identified · pointer only
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression 25 Feb 2024 openmatch/gist-coco/src/inference/generalize/get_generalize_instruction_data.py 85f31f5811b9b51a unverified MIT (permissive)
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains 6 Feb 2024 sjunhongshen/Tag-LLM/src/metrics.py 85f31f5811b9b51a unverified no licence file found · pointer only
Training Language Models to Generate Text with Citations via Fine-grained Rewards 6 Feb 2024 hcy123902/atg-w-fg-rw/fgrlhf/evaluators.py 94a55f838c975848 unverified Apache-2.0 (permissive)
CogAgent: A Visual Language Model for GUI Agents 14 Dec 2023 thudm/cogvlm/composite_demo/conversation.py 2ce3e067b29fa052 ran fingerprinted Apache-2.0 (permissive)
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection 30 Oct 2023 amazon-science/adaptive-in-context-learning/main_adaptive_phases.py eff19094fe0ec70e unverified Apache-2.0 (permissive)
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming 14 Jun 2023 gaojingsheng/livechat/Tasks/Generation/src/utils.py c6948dc7082d01c7 unverified MIT (permissive)
One Embedder, Any Task: Instruction-Finetuned Text Embeddings 19 Dec 2022 HKUNLP/instructor-embedding/evaluation/prompt_retrieval/main_coda_title_gen.py eff19094fe0ec70e unverified Apache-2.0 (permissive)
One Embedder, Any Task: Instruction-Finetuned Text Embeddings 19 Dec 2022 HKUNLP/instructor-embedding/evaluation/prompt_retrieval/main_answerbility.py 8d5099dd630ccb92 unverified Apache-2.0 (permissive)
arXiv:Hong_CogAgent_A_Visual_Language_Model_for_GUI_Agents_CVPR_2024_paper THUDM/CogVLM/composite_demo/conversation.py 2ce3e067b29fa052 ran fingerprinted Apache-2.0 (permissive)
arXiv:2025.findings-emnlp.228 du-nlp-lab/FG-PRM/src/fgrlhf/evaluators.py 94a55f838c975848 unverified MIT (permissive)
arXiv:2024.findings-emnlp.687 IAAR-Shanghai/FastMem/src/utils.py 9d087ade51236362 unverified Apache-2.0 (permissive)
arXiv:2024.findings-emnlp.131 siyue-zhang/SynTableQA/metric/squall_tableqa.py 1bea9980ec25d1c5 ran MIT (permissive)
arXiv:2024.findings-acl.8 allenai/chime/chime/src/flanT5/finetune_task3.py 27a7b2dc3a9a34b8 unverified Apache-2.0 (permissive)
arXiv:2022.findings-emnlp.174 subercui/CodeExp/code2text/GPT-J/gpt-j.pre.py 8b51adb8a6c014e5 ran · our draft was wrong 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