| Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends |
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1 |
31 Jul 2024 |
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (11 pointer-only for licence) |
| GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction |
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1 |
5 Oct 2023 |
official (archive's flag): 18 ran · 18 ran (of which 2 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified |
| DeepStruct: Pretraining of Language Models for Structure Prediction |
1 |
8 |
21 May 2022 |
official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |
| Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments |
1 |
4 |
13 Oct 2021 |
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) · 0 unverified |
| EntQA: Entity Linking as Question Answering |
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1 |
5 Oct 2021 |
official (archive's flag): 8 ran · 9 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Packed Levitated Marker for Entity and Relation Extraction |
2 |
1 |
13 Sep 2021 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence) |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction |
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1 |
8 Sep 2021 |
official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning |
3 |
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8 May 2021 |
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) · 0 unverified |
| Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation |
1 |
1 |
20 Oct 2020 |
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) · 1 unverified |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention |
9 |
1 |
2 Oct 2020 |
official (archive's flag): 3 ran · 3 ran (of which 2 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) · 7 unverified |
| AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network |
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2 |
17 Sep 2020 |
official: harvested, nothing 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) · 2 unverified (1 pointer-only for licence) |
| Exploring Cross-sentence Contexts for Named Entity Recognition with BERT |
1 |
2 |
2 Jun 2020 |
official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| REL: An Entity Linker Standing on the Shoulders of Giants |
1 |
1 |
2 Jun 2020 |
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) · 1 unverified |
| GECToR -- Grammatical Error Correction: Tag, Not Rewrite |
3 |
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26 May 2020 |
official (archive's flag): 8 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified |
| Named Entity Recognition as Dependency Parsing |
1 |
3 |
14 May 2020 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence) |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking |
1 |
1 |
11 Mar 2020 |
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) · 0 unverified |
| TENER: Adapting Transformer Encoder for Named Entity Recognition |
6 |
1 |
10 Nov 2019 |
community repositories only · 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) · 0 unverified |
| Dice Loss for Data-imbalanced NLP Tasks |
4 |
1 |
7 Nov 2019 |
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) · 0 unverified |
| Hierarchical Contextualized Representation for Named Entity Recognition |
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6 Nov 2019 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| A Unified MRC Framework for Named Entity Recognition |
8 |
1 |
25 Oct 2019 |
official (archive's flag): 2 ran · 3 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; 2 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Learning Dynamic Context Augmentation for Global Entity Linking |
2 |
1 |
4 Sep 2019 |
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) · 0 unverified (1 pointer-only for licence) |
| CrossWeigh: Training Named Entity Tagger from Imperfect Annotations |
1 |
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3 Sep 2019 |
official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified |
| An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction |
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2 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) · 0 unverified |
| Variational Sequential Labelers for Semi-Supervised Learning |
1 |
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23 Jun 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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Boosting Entity Linking Performance by Leveraging Unlabeled Documents |
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4 Jun 2019 |
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) · 3 unverified |
| Evaluating the Utility of Hand-crafted Features in Sequence Labelling |
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28 Aug 2018 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified |
| End-to-End Neural Entity Linking |
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23 Aug 2018 |
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) · 8 unverified |
| NCRF++: An Open-source Neural Sequence Labeling Toolkit |
3 |
1 |
14 Jun 2018 |
community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| Sentence-State LSTM for Text Representation |
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1 |
7 May 2018 |
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) |
| Linguistically-Informed Self-Attention for Semantic Role Labeling |
1 |
7 |
23 Apr 2018 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified |
| Higher-order Coreference Resolution with Coarse-to-fine Inference |
5 |
1 |
15 Apr 2018 |
official (archive's flag): 5 ran · 17 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (3 pointer-only for licence) |
| Deep contextualized word representations |
46 |
1 |
15 Feb 2018 |
30 ran (of which 12 constructed an object rather than computing a result; 24 with no instrument failure: 2 honoured, 0 violated, 22 with no contract checked; 6 where Syntology's instrument failed) · 28 unverified (25 pointer-only for licence) |
| DeepType: Multilingual Entity Linking by Neural Type System Evolution |
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3 Feb 2018 |
official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| End-to-end Neural Coreference Resolution |
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21 Jul 2017 |
community repositories only · 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) · 0 unverified (3 pointer-only for licence) |
| Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks |
4 |
1 |
18 Mar 2017 |
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF |
25 |
1 |
4 Mar 2016 |
24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 0 violated, 20 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Neural Architectures for Named Entity Recognition |
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4 Mar 2016 |
community repositories only · 29 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 1 violated, 19 with no contract checked; 7 where Syntology's instrument failed) · 7 unverified (6 pointer-only for licence) |
| Named Entity Recognition with Bidirectional LSTM-CNNs |
14 |
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26 Nov 2015 |
9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |