| Temporal Leakage in LLM Backtesting: Measurement, Validation, and Adjusted Scores added by Syntology |
2026-08 (from id) |
ZeyuZhang1901/Temporal-Leakage-Backtesting/M2_hubble/run_m2.py 6f0a7e956609fde1 |
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| DP-IVON-Gradsq: Differentially Private Squared-Gradient Improved Variational Online Newton added by Syntology |
2026-07 (from id) |
NourJamoussi/DP-IVON-Gradsq/utils/scores.py 4d992c5287c3756f |
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| ThousandWorlds: A benchmark for climate emulation of potentially habitable exoplanets added by Syntology |
2026-06 (from id) |
edstevenson/ThousandWorlds/thousandworlds/evaluate.py 0602e48aa6d2bdd2 |
unverified |
MIT (permissive) |
| Adjusted Cup-Product Neural Layer added by Syntology |
2026-06 (from id) |
nssprogrammer/cup-nn/experiments/mbchern.py c9a29725eb376391 |
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MIT (permissive) |
| Which Leakage Types Matter? A Quantitative Landscape Across 2,047 Benchmark Datasets added by Syntology |
2026-04 (from id) |
epagogy/ml/al/benchmarks/bench_vs_sklearn.py 8a2312120b633148 |
unverified |
MIT (permissive) |
| TDEC: Deep Embedded Image Clustering with Transformer and Distribution Information added by Syntology |
23 Mar 2026 |
XifengGuo/ASPC-DA/ASPC.py 1386e9795c359688 |
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| JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling |
20 May 2025 |
Songjw133/JOLT-SQL/test_suite_sql_eval/evaluate_classical.py bd001f76894a9867 |
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Apache-2.0 (permissive) |
| CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation |
27 Feb 2025 |
clip-oscope/clip-oscope/Image_Encoder_Experiments/IOC.py 2fe7dbe4e29f9fce |
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| Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks |
8 Nov 2024 |
dynamic-superb/dynamic-superb/api/metrics/code_switching_count.py 23f11b2614988681 |
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| Measuring and Addressing Indexical Bias in Information Retrieval |
6 Jun 2024 |
SALT-NLP/pair/src/experiments/metric_validation.py 6cfb9959b576778a |
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| MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities |
27 May 2024 |
donghao51/MultiOOD/metrics.py 0a54a15777a1feeb |
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| Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning |
7 May 2024 |
wmyw96/fair/app2_waterbird.py d978e9bb19ebe7ef |
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| Deep Clustering with Self-Supervision using Pairwise Similarities |
6 May 2024 |
Armanfard-Lab/DCSS/Codes/Metrics.py 0cc690ca5a5bfdad |
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| EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time |
2 May 2024 |
sluxsr/EiG-Search/Utils/metrics.py 6563a9ca0658626d |
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| Deep Embedding Clustering Driven by Sample Stability |
29 Jan 2024 |
ChengZhanwen/DECS/DECS/DECS.py fef69b1a3ac2b8be |
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| The Critique of Critique |
9 Jan 2024 |
gair-nlp/metacritique/meta_critique/cal_meta_scores.py e1ea54cd691ed056 |
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Apache-2.0 (permissive) |
| Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis |
6 Jan 2024 |
kundtx/MFC-TopoReg/Code/evaluation.py 52278f76446dc564 |
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| HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding |
23 Nov 2023 |
richard-peng-xia/HGCLIP/hgclip/utils/metrics.py 3cba061e8afa772a |
unverified |
MIT (permissive) |
| Towards the Law of Capacity Gap in Distilling Language Models |
13 Nov 2023 |
genezc/minima/minima/run_distillation_llama_ds.py 005e006117789ac1 |
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| arXiv:2310.16587 |
2023-10 (from id) |
HKU-MedAI/bnn_uncertainty/trainer/arht_bnn.py 65b687daec914418 |
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| Language Models Hallucinate, but May Excel at Fact Verification |
23 Oct 2023 |
jianguanthu/llmforfv/code/metric.py 74d38464e5b1a718 |
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| arXiv:2309.13425 |
2023-09 (from id) |
yizzfz/MiliPoint/mmrnet/session/wrapper.py 71e3350e8764497a |
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MIT (permissive) |
| Towards Reliable Rare Category Analysis on Graphs via Individual Calibration |
19 Jul 2023 |
wulongfeng/calirare/utils/preprocessing.py de3484a75de13f94 |
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| Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks |
21 Feb 2023 |
petergriffinjin/edgeformers/Edgeformer-E/src/utils.py 5f6cca96082d0328 |
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Apache-2.0 (permissive) |
| A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification |
7 Dec 2022 |
alanqrwang/nwhead/util/metric.py 2c1ff925ce7fe76d |
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| DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models |
26 Oct 2022 |
kenjiqq/aesthetics-scorer/benchmark/benchmark_imagereward.py 18d8cfd195fc545d |
unverified |
MIT (permissive) |
| Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study |
19 Oct 2022 |
zjunlp/KnowPrompt/lit_models/util.py e5c96daa2363c6ff |
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MIT (permissive) |
| Multimodal Analogical Reasoning over Knowledge Graphs |
1 Oct 2022 |
zjunlp/MKGformer/MKG/lit_models/utils.py e5c96daa2363c6ff |
unverified |
MIT (permissive) |
| Federated Learning of Large Models at the Edge via Principal Sub-Model Training |
28 Aug 2022 |
yuehniu/modeldecomp-fl/train_lstm.py 81505923a530f45c |
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Apache-2.0 (permissive) |
| TREE-G: Decision Trees Contesting Graph Neural Networks |
6 Jul 2022 |
mayabechlerspeicher/tree-g/eval_utils/metrics.py 21640f228c42e71d |
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MIT (permissive) |
| SigMaNet: One Laplacian to Rule Them All |
26 May 2022 |
stefa1994/sigmanet/src/Edge_SigMaNet.py f0d3f78d845196d1 |
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Apache-2.0 (permissive) |
| Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks |
20 May 2022 |
petergriffinjin/heterformer/downstream/classification.py 5f6cca96082d0328 |
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Apache-2.0 (permissive) |
| On Transferability of Prompt Tuning for Natural Language Processing |
12 Nov 2021 |
thunlp/Prompt-Transferability/Prompt-Transferability-1.0/model/BinaryClsBERT.py 2996dad43a48fbe2 |
unverified |
MIT (permissive) |
| On Transferability of Prompt Tuning for Natural Language Processing |
12 Nov 2021 |
thunlp/Prompt-Transferability/Prompt-Transferability-1.0/model/PromptBert.py 4e35da92886e6ffa |
unverified |
MIT (permissive) |
| Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond |
1 Oct 2021 |
vis-opt-group/iaptt-gm/experiment/Few_shot.py bf56e57b52492a87 |
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MIT (permissive) |
| GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph |
6 May 2021 |
microsoft/GraphFormers/src/utils.py 5f6cca96082d0328 |
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MIT (permissive) |
| Iterative Human and Automated Identification of Wildlife Images |
5 May 2021 |
zhmiao/animalactivelearning/src/algorithms/utils.py beb1d5937bcf170e |
unverified |
BSD-3-Clause (permissive) |
| Semantic Evaluation for Text-to-SQL with Distilled Test Suites |
6 Oct 2020 |
taoyds/test-suite-sql-eval/evaluate_classical.py bd001f76894a9867 |
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Apache-2.0 (permissive) |
| A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances |
22 May 2020 |
Xovee/hdgnn/codes/gnn_train/tools.py 76d79073639d1c3c |
unverified |
MIT (permissive) |
| Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering |
19 Nov 2019 |
huihui0902/robust_mean_estimation/robust_mean_estimate_acc.py cf656e059d09ed94 |
unverified |
MIT (permissive) |
| A deep active learning system for species identification and counting in camera trap images |
22 Oct 2019 |
microsoft/cameratraps/PW_FT_classification/src/algorithms/utils.py b2f39d6951a17c25 |
unverified |
MIT (permissive) |
| Spectral Clustering with Graph Neural Networks for Graph Pooling |
30 Jun 2019 |
hustwutao/Deep-Clustering/AE_clustering/metrics.py df1f11dcac8d2a95 |
unverified |
Apache-2.0 (permissive) |
| Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks |
25 Feb 2019 |
baidu-research/GPN/model/functional.py 4b5643e8fbb8d649 |
unverified |
Apache-2.0 (permissive) |
| A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference |
8 Jan 2019 |
Anou9531/Bayesian-CNN/metrics.py 65b687daec914418 |
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MIT (permissive) |
| Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering |
15 Oct 2016 |
XiaoxiangLin/DCN-keras/metrics.py 9a1b2634815f4f53 |
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| Unsupervised Deep Embedding for Clustering Analysis |
19 Nov 2015 |
xiaopeng-liao/DEC_pytorch/DEC.py df1f11dcac8d2a95 |
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| arXiv:ijcai2024_0712 |
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nyh-a/CoSTC/model/metric.py 345d6bb48c9b5d20 |
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MIT (permissive) |
| arXiv:aaai_29088 |
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Stefa1994/QuaterGCN/src/Edge_QuaterGCN.py f0d3f78d845196d1 |
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Apache-2.0 (permissive) |
| arXiv:aaai_29088 |
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Stefa1994/QuaterGCN/src/QuaterGCN.py 97dff38dbd6a2db5 |
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Apache-2.0 (permissive) |
| arXiv:2023.emnlp-main.979 |
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cyclexu/TacoPrompt/TacoPrompt/model/metric.py 345d6bb48c9b5d20 |
unverified |
MIT (permissive) |