| Variational Sequential Labelers for Semi-Supervised Learning |
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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) |
| Multi-Grained Named Entity Recognition |
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1 |
20 Jun 2019 |
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| GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling |
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6 Jun 2019 |
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| 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 |
| Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT |
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3 |
19 Apr 2019 |
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| Cloze-driven Pretraining of Self-attention Networks |
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19 Mar 2019 |
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| Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data |
6 |
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1 Mar 2019 |
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| Joint Entity Linking with Deep Reinforcement Learning |
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1 |
1 Feb 2019 |
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| Dependency or Span, End-to-End Uniform Semantic Role Labeling |
1 |
3 |
16 Jan 2019 |
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| Jointly Learning to Label Sentences and Tokens |
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2 |
14 Nov 2018 |
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| Long Short-Term Memory with Dynamic Skip Connections |
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1 |
9 Nov 2018 |
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| Learning Better Internal Structure of Words for Sequence Labeling |
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1 |
29 Oct 2018 |
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| Multi-Source Cross-Lingual Model Transfer: Learning What to Share |
1 |
3 |
8 Oct 2018 |
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| A Span Selection Model for Semantic Role Labeling |
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4 Oct 2018 |
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| Neural Quality Estimation of Grammatical Error Correction |
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1 Oct 2018 |
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| Semi-Supervised Sequence Modeling with Cross-View Training |
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22 Sep 2018 |
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| 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 |
1 |
1 |
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 |
| Contextual String Embeddings for Sequence Labeling |
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3 |
1 Aug 2018 |
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| NCRF++: An Open-source Neural Sequence Labeling Toolkit |
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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 |
| Robust Lexical Features for Improved Neural Network Named-Entity Recognition |
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9 Jun 2018 |
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| ELDEN: Improved Entity Linking Using Densified Knowledge Graphs |
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2 |
1 Jun 2018 |
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| Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms |
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2 |
24 May 2018 |
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| Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling |
1 |
7 |
12 May 2018 |
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| Hybrid semi-Markov CRF for Neural Sequence Labeling |
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1 |
10 May 2018 |
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| Sentence-State LSTM for Text Representation |
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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 |
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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 |
| Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling |
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20 Apr 2018 |
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| Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task |
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16 Apr 2018 |
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| Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation |
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16 Apr 2018 |
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| Higher-order Coreference Resolution with Coarse-to-fine Inference |
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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 |
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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) |
| A Deep Neural Network Model for the Task of Named Entity Recognition |
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1 Feb 2018 |
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| A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction |
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26 Jan 2018 |
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| Cross-View Training for Semi-Supervised Learning |
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2 |
1 Jan 2018 |
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| Neural Cross-Lingual Entity Linking |
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1 |
5 Dec 2017 |
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| Robust Multilingual Part-of-Speech Tagging via Adversarial Training |
1 |
3 |
14 Nov 2017 |
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| Empower Sequence Labeling with Task-Aware Neural Language Model |
3 |
1 |
13 Sep 2017 |
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| 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) |
| Artificial Error Generation with Machine Translation and Syntactic Patterns |
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17 Jul 2017 |
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| Auxiliary Objectives for Neural Error Detection Models |
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4 |
17 Jul 2017 |
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| Neural Reranking for Named Entity Recognition |
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17 Jul 2017 |
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| Deep Semantic Role Labeling: What Works and What's Next |
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1 Jul 2017 |
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| Learning Distributed Representations of Texts and Entities from Knowledge Base |
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6 May 2017 |
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| Semi-supervised Multitask Learning for Sequence Labeling |
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24 Apr 2017 |
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| Deep Joint Entity Disambiguation with Local Neural Attention |
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17 Apr 2017 |
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| Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks |
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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 |
| Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features |
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31 Jan 2017 |
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| Compositional Sequence Labeling Models for Error Detection in Learner Writing |
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4 |
20 Jul 2016 |
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| Harnessing Deep Neural Networks with Logic Rules |
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21 Mar 2016 |
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| End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF |
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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 |
43 |
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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) |
| Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation |
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6 Jan 2016 |
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| Named Entity Recognition with Bidirectional LSTM-CNNs |
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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) |
| Robust Disambiguation of Named Entities in Text |
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1 Jul 2011 |
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