Datasets › FB15k-237 › Papers where code ran, page 1
FB15k-237
Papers archive 2025-07-28
papers with a benchmark row: 75 · with a code link: 65 · where Syntology ran a sample: 25 (20 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology
Show:
all papers with a benchmark row only where code ran (25 of 75 with a benchmark row: 20 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not run it on this dataset or check it against this dataset's benchmarks.
Page 1 of 1: papers 1 to 25 of the 25 papers with a benchmark row here where Syntology ran at least one harvested sample (20 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
A run counts when it is a run with no instrument failure any run, instrument failures included The first hides, in your browser, the papers where every run was a failure of Syntology's instrument; the second shows every paper on this page.
The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 452. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since 2026-09-28 , the first build that kept a record date for it; when this build read Syntology's graph is in the build record .
Paper Code Results Date Samples run Syntology
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization
1
1
19 Dec 2022
official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (7 pointer-only for licence )
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction
1
1
4 Nov 2022
official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction
4
1
30 Sep 2022
official: no sample here; runs from other or unrecorded repositories · 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (7 pointer-only for licence )
Relphormer: Relational Graph Transformer for Knowledge Graph Representations
1
1
22 May 2022
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified
Neural-Symbolic Models for Logical Queries on Knowledge Graphs
1
1
16 May 2022
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence )
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
2
1
4 Mar 2022
official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence )
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones
1
1
28 Oct 2021
official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
3
1
13 Jun 2021
official (archive's flag): 2 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence )
Complex Query Answering with Neural Link Predictors
5
3
6 Nov 2020
community repositories only · 5 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence )
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs
9
1
22 Oct 2020
9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (2 pointer-only for licence )
HittER: Hierarchical Transformers for Knowledge Graph Embeddings
3
1
28 Aug 2020
7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence )
Low-Dimensional Hyperbolic Knowledge Graph Embeddings
3
1
1 May 2020
official: harvested, nothing ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (8 pointer-only for licence )
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings
9
1
14 Feb 2020
official (archive's flag): 7 ran · 30 ran (of which 13 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 0 violated, 17 with no contract checked; 12 where Syntology's instrument failed) · 11 unverified (2 pointer-only for licence )
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
9
2
21 Nov 2019
official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence )
A Re-evaluation of Knowledge Graph Completion Methods
2
3
10 Nov 2019
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Composition-based Multi-Relational Graph Convolutional Networks
4
1
8 Nov 2019
official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence )
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
1
1
1 Nov 2019
official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
KG-BERT: BERT for Knowledge Graph Completion
3
1
7 Sep 2019
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence )
Augmenting and Tuning Knowledge Graph Embeddings
1
1
1 Jul 2019
official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
2
2
4 Jun 2019
community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence )
Multi-relational Poincaré Graph Embeddings
1
1
23 May 2019
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
1
1
2 Mar 2019
4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space
10
2
26 Feb 2019
community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Embedding Logical Queries on Knowledge Graphs
12
1
5 Jun 2018
community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence )
KBGAN: Adversarial Learning for Knowledge Graph Embeddings
3
1
11 Nov 2017
official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified