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pad_sequences

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

pad_sequences appears in the code Syntology harvested for 19 papers, as 12 distinct code bodies found in 19 places (a place is one code body under one paper). At least one of them ran in 1 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 pad_sequences 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 1 of the 12 distinct code bodies named pad_sequences; 11 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

1ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
0ran
11unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 19 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

19 papers shown of 19, newest first; 19 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
Clustering-Based Balanced Sampling and Allocation with Data Parallelism for High-Performance Fine-Tuning added by Syntology 2026-09 (from id) kaist-dmlab/CluSTER/src/CluSTER/llm_wrapper.py 7b178c461482e3f6 unverified Apache-2.0 (permissive)
Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions added by Syntology 2026-02 (from id) jrosseruk/infusion/caesar_prime/run_infusion_experiment.py b0b3a15939c84309 unverified no licence file found · pointer only
Milestones over Outcome: Unlocking Geometric Reasoning with Sub-Goal Verifiable Reward added by Syntology 2026-01 (from id) FrontierX-Lab/SGVR/MM-EUREKA/openrlhf/models/ring_attn_utils.py b26627fa753393a8 unverified Apache-2.0 (permissive)
Play to Generalize: Learning to Reason Through Game Play 9 Jun 2025 yunfeixie233/vigal/openrlhf/models/ring_attn_utils.py b26627fa753393a8 unverified Apache-2.0 (permissive)
Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment 21 May 2025 XingYuSSS/RLPA/openrlhf/models/ring_attn_utils.py b26627fa753393a8 unverified Apache-2.0 (permissive)
Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining 10 Apr 2025 rosieyzh/openrlhf-pretrain/openrlhf/models/ring_attn_utils.py b26627fa753393a8 unverified Apache-2.0 (permissive)
SelfCodeAlign: Self-Alignment for Code Generation 31 Oct 2024 bigcode-project/starcoder2-self-align/src/star_align/llm_wrapper.py 7b178c461482e3f6 unverified Apache-2.0 (permissive)
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning 3 Jun 2024 ARiSE-Lab/SemCoder/src/wrapper.py 7b178c461482e3f6 unverified MIT (permissive)
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling 14 Feb 2024 miaoyuchun/InfoRM/openrlhf/models/ring_attn_utils.py b26627fa753393a8 unverified no licence file found · pointer only
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval 27 May 2022 stephen2526/structure-informed_plm/model_scripts/datasets.py f46196e824839598 unverified MIT (permissive)
Deep Extrapolation for Attribute-Enhanced Generation 7 Jul 2021 salesforce/genhance/SST5/generate_SST5_mh_mcmc.py 54ba16efa22d311b ran · honoured contract BSD-3-Clause (permissive)
Improving Multilingual Models with Language-Clustered Vocabularies 24 Oct 2020 afshinrahimi/mmner/models.py ef651ba41fdc6cad unverified Apache-2.0 (permissive)
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds 12 Jun 2020 rajammanabrolu/Q-BERT/qbert/representations.py 7557a77faca89da4 unverified MIT (permissive)
Interactive Fiction Games: A Colossal Adventure 11 Sep 2019 microsoft/tdqn/tdqn/tdqn.py 7557a77faca89da4 unverified MIT (permissive)
Few-Shot Representation Learning for Out-Of-Vocabulary Words 1 Jul 2019 acbull/HiCE/util.py 3b66cda38a46f639 unverified MIT (permissive)
Evaluating Protein Transfer Learning with TAPE 19 Jun 2019 songlab-cal/tape/tape/datasets.py 8062e9b3b5efa7dd unverified BSD-3-Clause (permissive)
Deep Recurrent Neural Networks for Supernovae Classification 23 Jun 2016 adammoss/supernovae/dataset.py 5f7bedfa9a69fd57 unverified MIT (permissive)
Neural Architectures for Named Entity Recognition 4 Mar 2016 IBM/MAX-Named-Entity-Tagger/core/utils.py 57efe0447a3a3ab6 unverified Apache-2.0 (permissive)
arXiv:aaai_28047 ksandeshk/LENS/Flower/data_utils.py 8d57ffc220b82a2b 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".

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