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post_process

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

post_process appears in the code Syntology harvested for 56 papers, as 36 distinct code bodies found in 58 places (a place is one code body under one paper). At least one of them ran in 31 of the papers; 9 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 post_process 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 15 of the 36 distinct code bodies named post_process; 21 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
1ran · violated contract
4ran · our draft was wrong
0ran · fixture could not drive it
9ran
21unverified
9fingerprinted

Licence is a property of each copy, so it is counted per place: 15 of the 58 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

56 papers shown of 56, newest first; 58 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 6 papers added by Syntology; 5 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
CASK: Core-Aware Selective KV Compression for Reasoning Traces added by Syntology 2026-04 (from id) THUDM/LongBench/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
Stacked from One: Multi-Scale Self-Injection for Context Window Extension added by Syntology 2026-03 (from id) Clement25/SharedLLM/LongBenchTest/pred.py 4489113b536ca6eb ran · violated contract fingerprinted no licence file found · pointer only
Diving into Kronecker Adapters: Component Design Matters added by Syntology 2026-02 (from id) rainstonee/CDKA/eval_humaneval.py 48720117c27620bc unverified no licence file found · pointer only
Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model added by Syntology 2026-01 (from id) ml4bio/RiboDiffusion/sampling.py f06cabb9ba084d9c unverified MIT (permissive)
BaseCal: Unsupervised Confidence Calibration via Base Model Signals added by Syntology 2026-01 (from id) Tan-Hexiang/BaseCal/gen_metric/post_process.py 569ffcd1c346d06c unverified no licence file found · pointer only
Mamba Modulation On the Length Generalization of Mamba added by Syntology 2025-09 (from id) gnepul-ace/mamba_modulation/Mamba/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models 14 Apr 2025 opengvlab/internvl/internvl_chat/eval/mmmu/evaluate_mmmu.py e9ddf26b2ed6ced5 ran · our draft was wrong MIT (permissive)
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability 17 Feb 2025 PKU-ONELab/NLG-DualEval/module/data_process.py 5b373b7f1514f260 ran · honoured contract MIT (permissive)
GuardReasoner: Towards Reasoning-based LLM Safeguards 30 Jan 2025 yueliu1999/guardreasoner/deploy.py 758bc0c482412a97 ran · our draft was wrong fingerprinted no licence file found · pointer only
Pushing the Limits of Large Language Model Quantization via the Linearity Theorem 26 Nov 2024 goodevening13/aquakv/evaluate_longbench.py 4489113b536ca6eb ran · violated contract fingerprinted Apache-2.0 (permissive)
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations 18 Oct 2024 dair-iitd/MediTOD/src/llama/post.py 907ca7f3d23f9599 ran fingerprinted no licence file found · pointer only
SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction 17 Oct 2024 sail-sg/simlayerkv/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted no licence file found · pointer only
HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks 16 Oct 2024 HumanEval-V/HumanEval-V-Benchmark/evaluate.py a917ba970738a94f ran no licence file found · pointer only
PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning 11 Oct 2024 TingchenFu/PoisonBench/code/evaluation.py 487ba04abfcb1059 ran fingerprinted no licence file found · pointer only
TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention 7 Oct 2024 DerrickYLJ/TidalDecode/experiments/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted Apache-2.0 (permissive)
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction 25 Sep 2024 salesforceairesearch/gemfilter/eval/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted Apache-2.0 (permissive)
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action 29 Aug 2024 SALT-NLP/PrivacyLens/evaluation/get_final_action.py bc753da2fbd7dbb7 ran · our draft was wrong fingerprinted MIT (permissive)
Post-Training Sparse Attention with Double Sparsity 11 Aug 2024 andy-yang-1/doublesparse/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models 8 Aug 2024 cyp-jlu-ai/ba-lora/inference/humaneval.py 48720117c27620bc unverified no licence file found · pointer only
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference 16 Jun 2024 mit-han-lab/Quest/evaluation/LongBench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model 7 May 2024 shadowpa0327/Palu/run_long_bench.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
SnapKV: LLM Knows What You are Looking for Before Generation 22 Apr 2024 fasterdecoding/snapkv/experiments/LongBench/pred_snap.py 4489113b536ca6eb ran · violated contract fingerprinted Apache-2.0 (permissive)
RiboDiffusion: Tertiary Structure-based RNA Inverse Folding with Generative Diffusion Models 17 Apr 2024 ml4bio/ribodiffusion/sampling.py f06cabb9ba084d9c unverified MIT (permissive)
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline 3 Apr 2024 thudm/chatglm-math/judge.py 7d8ae032d1e62767 ran · our draft was wrong fingerprinted MIT (permissive)
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability 13 Feb 2024 Yu-Fangxu/COLD-Attack/evaluate.py 84c0bec2c35fbb5b ran fingerprinted no licence file found · pointer only
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache 5 Feb 2024 jy-yuan/kivi/pred_long_bench.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
Explore Human Parsing Modality for Action Recognition 4 Jan 2024 liujf69/EPP-Net-Action/Parsing/View.py 6f1af45f036055b6 unverified no licence file found · pointer only
Generative Parameter-Efficient Fine-Tuning 1 Dec 2023 savadikarc/gift/language_modeling/math_code_instruct/eval_humaneval.py 48720117c27620bc unverified MIT (permissive)
AlignBench: Benchmarking Chinese Alignment of Large Language Models 30 Nov 2023 thudm/alignbench/judge.py 7d8ae032d1e62767 ran · our draft was wrong fingerprinted no licence file found · pointer only
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training 15 Nov 2023 hejunqing/never-lost-in-the-middle/LongBench/src/pred_chatglm.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving 15 Nov 2023 gao-xiao-bai/StrategyLLM/source/dataset/utils.py 8a20371953a7f5ec ran fingerprinted MIT (permissive)
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling 15 Nov 2023 ucsb-nlp-chang/llm_uncertainty/forward.py a2f115a6ee40b1e0 ran fingerprinted no licence file found · pointer only
Character-LLM: A Trainable Agent for Role-Playing 16 Oct 2023 choosewhatulike/trainable-agents/run_api_score_single.py 7d2f2e6ced176d21 ran Apache-2.0 (permissive)
X-Pose: Detecting Any Keypoints 12 Oct 2023 IDEA-Research/UniPose/models/UniPose/mask_generate.py 93ac42433372f73b ran licence not identified · pointer only
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024) 5 Sep 2023 TIGER-AI-Lab/LLM-AMT/src/data_process/split_segments.py f2f92a62507bbd22 ran Apache-2.0 (permissive)
GPT-4 Technical Report 15 Mar 2023 AUCOHL/RTL-Repo/src/utils.py 68968aa9dba46972 unverified Apache-2.0 (permissive)
Multilingual Open Text Release 1: Public Domain News in 44 Languages 14 Jan 2022 VietHoang1512/khmer-nltk/khmernltk/utils/data.py 365063f7b2778eda unverified Apache-2.0 (permissive)
Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses 16 Jun 2021 ssg-research/ad3-action-distribution-divergence-detector/src/agents/action_conditional_video_prediction.py 3ba7c8da77c3ab15 unverified Apache-2.0 (permissive)
Seeing Through Clouds in Satellite Images 15 Jun 2021 microsoft/farmvibes-ai/ops/compute_cloud_prob/compute_cloud_prob.py 3bd59bc7a1a36fa6 unverified MIT (permissive)
NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning 29 May 2021 eric11eca/NeuralLog/src/udify_parser.py 0d1a2a05ca2c64f9 unverified MIT (permissive)
TransQuest: Translation Quality Estimation with Cross-lingual Transformers 1 Nov 2020 tharindudr/transQuest/transquest/algo/word_level/microtransquest/format.py eff4679b609af119 unverified Apache-2.0 (permissive)
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning 29 Sep 2020 TJU-DRL-LAB/self-supervised-rl/RL_with_Environment_Representation/ccm/plot_csv.py a26c4433e3e83ea7 unverified Apache-2.0 (permissive)
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base 8 Jul 2020 shijx12/kqapro_baselines/Bart_Program/predict.py facadc8602de5157 unverified MIT (permissive)
Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs 28 May 2020 seanie12/Info-HCVAE/vae/translate.py 845c524066f993b4 unverified Apache-2.0 (permissive)
ResNeSt: Split-Attention Networks 19 Apr 2020 osmr/imgclsmob/prep_model.py 8f535a7e6722bc55 unverified MIT (permissive)
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus 27 Jan 2020 bangliu/ACS-QG/QG_postprocess_seq2seq.py 04dfc0720567cfda unverified MIT (permissive)
Plug and Play Language Models: A Simple Approach to Controlled Text Generation 4 Dec 2019 fsoft-ailab/poem-generator/ailamtho/utils/process.py 49e475b822b30d82 unverified MIT (permissive)
Deep Floor Plan Recognition Using a Multi-Task Network with Room-Boundary-Guided Attention 29 Aug 2019 zcemycl/PyTorch-DeepFloorplan/deploy.py 8933e685eed34b70 unverified MIT (permissive)
Deep Floor Plan Recognition Using a Multi-Task Network with Room-Boundary-Guided Attention 29 Aug 2019 zcemycl/TF2DeepFloorplan/src/dfp/deploy.py 9bea870bd4d520b3 unverified GPL-3.0 (copyleft) · pointer only
Characterizing Attacks on Deep Reinforcement Learning 21 Jul 2019 ssg-research/flare/src/agents/action_conditional_video_prediction.py 3ba7c8da77c3ab15 unverified Apache-2.0 (permissive)
The Liver Tumor Segmentation Benchmark (LiTS) 13 Jan 2019 HimBegginer/test_liver/livermask/livermask.py b5d179c8f27c1792 unverified BSD-2-Clause (permissive)
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context 9 Jan 2019 Machine-Learning-Tokyo/Poetry-GAN/lang_model.py 9d6735f22035b700 unverified MIT (permissive)
arXiv:aaai_34662 maxindian/3D-RPE-Long-Contex-Modeling/longbench-eval.py 4489113b536ca6eb ran · violated contract fingerprinted Apache-2.0 (permissive)
arXiv:Yang_PVC_Progressive_Visual_Token_Compression_for_Unified_Image_and_Video_CVPR_2025_paper OpenGVLab/PVC/eval/mmbench/evaluate_mmbench.py e9ddf26b2ed6ced5 ran · our draft was wrong MIT (permissive)
arXiv:Yang_PVC_Progressive_Visual_Token_Compression_for_Unified_Image_and_Video_CVPR_2025_paper OpenGVLab/PVC/eval/mmmu/evaluate_mmmu_cot.py 3340b1a7ea1e9d7c unverified MIT (permissive)
arXiv:2025.emnlp-main.443 adlnlp/Gali/longbench/pred.py 4489113b536ca6eb ran · violated contract fingerprinted MIT (permissive)
arXiv:2023.findings-acl.892 TharinduDR/TransQuest/transquest/algo/word_level/microtransquest/format.py eff4679b609af119 unverified Apache-2.0 (permissive)
arXiv:2022.findings-emnlp.133 shijx12/KQAPro_Baselines/Bart_Program/predict.py facadc8602de5157 unverified 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