to_list
to_list appears in the code Syntology harvested for 62 papers, as 16 distinct code bodies found in 62 places (a place is one code body under one paper). At least one of them ran in 48 of the papers; 3 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 to_list 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 6 of the 16 distinct code bodies named to_list; 10 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:
Licence is a property of each copy, so it is counted per place: 24 of the 62 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
62 papers shown of 62, newest first; 62 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 2 papers added by Syntology; 8 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.
| Paper | Date | File | Status Syntology | Licence |
|---|---|---|---|---|
| Unrestrained Simplex Denoising for Discrete Data A Non-Markovian Approach Applied to Graph Generation added by Syntology | 2026-03 (from id) | cvignac/DiGress/src/datasets/guacamol_dataset.py 85832bcd5531c861 |
unverified | MIT (permissive) |
| RouterKGQA: Specialized-General Model Routing for Constraint-Aware Knowledge Graph Question Answering added by Syntology | 2026-03 (from id) | Oldcircle/RouterKGQA/config.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning | 7 Dec 2024 | identical code first harvested elsewhere 03884bb215982e58 |
ran · honoured contract | licence of this copy not recorded |
| The Surprising Effectiveness of Test-Time Training for Few-Shot Learning | 11 Nov 2024 | ekinakyurek/marc/arclib/arc.py 95bd0d71a136300c |
unverified | MIT (permissive) |
| Number Cookbook: Number Understanding of Language Models and How to Improve It | 6 Nov 2024 | graphpku/number_cookbook/src/datagen/data_utils.py bf77b7b6b3302960 |
unverified | GPL-3.0 (copyleft) · pointer only |
| DeFoG: Discrete Flow Matching for Graph Generation | 5 Oct 2024 | manuelmlmadeira/DeFoG/src/datasets/guacamol_dataset.py 85832bcd5531c861 |
unverified | MIT (permissive) |
| MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction | 4 Oct 2024 | CSU-NLP-Group/MARE/src/run_classification.py 0c72c32ab74575ea |
ran | no licence file found · pointer only |
| Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network | 20 Mar 2024 | gdmnl/Unifews/utils/loader.py d3c1c834450b93e0 |
ran fingerprinted | no licence file found · pointer only |
| Multi-conditioned Graph Diffusion for Neural Architecture Search | 9 Mar 2024 | rohanasthana/dinas/src/generate_samples.py 85832bcd5531c861 |
unverified | MIT (permissive) |
| Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval | 3 Feb 2024 | nju-websoft/epr-kgqa/evidence_pattern_retrieval/BERT_Ranker/model_config.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing | 29 Jan 2024 | aicip/Cross-Scale-MAE/main_finetune.py d81d71b5c9d1e4c7 |
ran · honoured contract | licence not identified · pointer only |
| Classifier-free graph diffusion for molecular property targeting | 28 Dec 2023 | asduffo/freegress/src/datasets/guacamol_dataset.py 85832bcd5531c861 |
unverified | MIT (permissive) |
| Discriminator Guidance for Autoregressive Diffusion Models | 24 Oct 2023 | filipekstrm/graph_ardm/src/dataset/moses_dataset.py 85832bcd5531c861 |
unverified | no licence file found · pointer only |
| EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification | 15 Oct 2023 | dependentsign/EX-FEVER/run_hover.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models | 13 Oct 2023 | lhrlab/chatkbqa/config.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction | 8 Oct 2023 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| FDAPT: Federated Domain-adaptive Pre-training for Language Models | 12 Jul 2023 | scylj1/FDAPT/downstream-task/question-answering/run_factoid.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| In-Context Analogical Reasoning with Pre-Trained Language Models | 28 May 2023 | hxiaoyang/lm-raven/task.py 03884bb215982e58 |
ran · honoured contract | MIT (permissive) |
| LayoutDM: Discrete Diffusion Model for Controllable Layout Generation | 14 Mar 2023 | CyberAgentAILab/layout-dm/src/trainer/trainer/datasets/dataset.py a9178e09ab2d3a5a |
unverified | Apache-2.0 (permissive) |
| DyREx: Dynamic Query Representation for Extractive Question Answering | 26 Oct 2022 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Transformers with Learnable Activation Functions | 30 Aug 2022 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance | 25 Jun 2022 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Deep Isolation Forest for Anomaly Detection | 14 Jun 2022 | xuhongzuo/deep-iforest/pyg_old/pyg_old_dataset.py d32004b35c3fd2b9 |
unverified | Apache-2.0 (permissive) |
| Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators | 7 Apr 2022 | microsoft/amos/huggingface/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Synthetic Disinformation Attacks on Automated Fact Verification Systems | 18 Feb 2022 | yibing-du/adversarial-factcheck/fever/corefbert/Pretrain/run_pretrain.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts | 5 Oct 2021 | stanfordnlp/contract-nli-bert/contract_nli/predictor.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| Phrase Retrieval Learns Passage Retrieval, Too | 16 Sep 2021 | princeton-nlp/DensePhrases/densephrases/utils/single_utils.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| Packed Levitated Marker for Entity and Relation Extraction | 13 Sep 2021 | thunlp/pl-marker/run_levitatedpair.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs | 9 Sep 2021 | nlp-anonymous-happy/anonymous-kg-guided-nlp/src/run_copa.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation | 9 Sep 2021 | neukg/kat-tslf/run_kat.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| Zero-shot Fact Verification by Claim Generation | 31 May 2021 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Passage Retrieval for Outside-Knowledge Visual Question Answering | 9 May 2021 | prdwb/okvqa-release/train_retriever.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Learning to Perturb Word Embeddings for Out-of-distribution QA | 6 May 2021 | seanie12/SWEP/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets | 31 Dec 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search | 14 Oct 2020 | clovaai/length-adaptive-transformer/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| SMYRF: Efficient Attention using Asymmetric Clustering | 11 Oct 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective | 5 Oct 2020 | AI-secure/InfoBERT/SQuAD/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | no licence file found · pointer only |
| Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary | 1 Oct 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| The Lottery Ticket Hypothesis for Pre-trained BERT Networks | 23 Jul 2020 | TAMU-VITA/BERT-Tickets/LT_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| DocVQA: A Dataset for VQA on Document Images | 1 Jul 2020 | anisha2102/docvqa/run_docvqa.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) |
| How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds | 12 Jun 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Few-Shot Generative Conversational Query Rewriting | 9 Jun 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Open-Retrieval Conversational Question Answering | 22 May 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Movement Pruning: Adaptive Sparsity by Fine-Tuning | 15 May 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Exploring and Predicting Transferability across NLP Tasks | 2 May 2020 | tuvuumass/task-transferability/run_finetuning_QA.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| Don't Stop Pretraining: Adapt Language Models to Domains and Tasks | 23 Apr 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| Tree-AMP: Compositional Inference with Tree Approximate Message Passing | 3 Apr 2020 | sphinxteam/tramp/tramp/models/base_model.py af14d7277a84f3eb |
unverified | MIT (permissive) |
| How To Avoid Being Eaten By a Grue: Exploration Strategies for Text-Adventure Agents | 19 Feb 2020 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| The TechQA Dataset | 8 Nov 2019 | ibm/techqa/techqa_metrics.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation | 14 Oct 2019 | fgnt/padertorch/padertorch/utils.py 9bb35d2d16d87796 |
unverified | MIT (permissive) |
| Q8BERT: Quantized 8Bit BERT | 14 Oct 2019 | identical code first harvested elsewhere 9df40357afea56cc |
ran · our draft was wrong fingerprinted | licence of this copy not recorded |
| End-to-End Open-Domain Question Answering with BERTserini | 5 Feb 2019 | rsvp-ai/bertserini/bertserini/train/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) |
| Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals | 2018-12 (from id) | materialsvirtuallab/megnet/megnet/utils/general.py 5b8cd0953f2acd70 |
unverified | BSD-3-Clause (permissive) |
| StarCraft II: A New Challenge for Reinforcement Learning | 16 Aug 2017 | google-deepmind/pysc2/pysc2/env/sc2_env.py 5d26ef3681029c3e |
ran · violated contract fingerprinted | Apache-2.0 (permissive) |
| arXiv:aaai_16733 | rajammanabrolu/WorldGeneration/neural-based/KG-extraction/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) | |
| arXiv:Liu_UNOPose_Unseen_Object_Pose_Estimation_with_an_Unposed_RGB-D_Reference_CVPR_2025_paper | shanice-l/UNOPose/core/unopose/engine/bop_eval_utils.py 9efdf0b6d42d9e45 |
unverified | MIT (permissive) | |
| arXiv:2025.findings-emnlp.1354 | basiralab/DP-ERE/DP-ERE/dp_ere_PL_Marker.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) | |
| arXiv:2025.findings-acl.931 | bebing93/devil-in-details/AccAlign/aer.py b1ea1c1a0b203c9a |
unverified | Apache-2.0 (permissive) | |
| arXiv:2024.naacl-long.345 | arashardakani/SlimFit/BERT/SQuAD.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) | |
| arXiv:2023.emnlp-main.803 | yisunlp/Anti-CF/AntiCF.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | MIT (permissive) | |
| arXiv:2021.findings-emnlp.119 | IBM/bridging-resolution/BARQA/transformer_squad/run_squad.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | Apache-2.0 (permissive) | |
| arXiv:2021.acl-long.48 | PluviophileYU/COSY/XQA/src/train_eval.py 9df40357afea56cc |
ran · our draft was wrong fingerprinted | 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