Datasets › CoNLL › Papers, page 2

CoNLL

Papers archive 2025-07-28

papers with a benchmark row: 156 · with a code link: 131 · where Syntology ran a sample: 38 (34 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (38 of 156 with a benchmark row: 34 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 156 of 156 with a leaderboard row on this dataset's benchmarks, newest first by the archive's date (ties by slug; undated papers last).

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 187. 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 , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
Variational Sequential Labelers for Semi-Supervised Learning 1 1 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 1 1 20 Jun 2019 not harvested
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling 1 2 6 Jun 2019 not harvested
Boosting Entity Linking Performance by Leveraging Unlabeled Documents 1 1 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 2 3 19 Apr 2019 not harvested
Cloze-driven Pretraining of Self-attention Networks 0 1 19 Mar 2019 not harvested
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data 6 1 1 Mar 2019 not harvested
Joint Entity Linking with Deep Reinforcement Learning 0 1 1 Feb 2019 not harvested
Dependency or Span, End-to-End Uniform Semantic Role Labeling 1 3 16 Jan 2019 not harvested
Jointly Learning to Label Sentences and Tokens 2 2 14 Nov 2018 not harvested
Long Short-Term Memory with Dynamic Skip Connections 1 1 9 Nov 2018 not harvested
Learning Better Internal Structure of Words for Sequence Labeling 0 1 29 Oct 2018 not harvested
Multi-Source Cross-Lingual Model Transfer: Learning What to Share 1 3 8 Oct 2018 not harvested
A Span Selection Model for Semantic Role Labeling 2 2 4 Oct 2018 not harvested
Neural Quality Estimation of Grammatical Error Correction 1 1 1 Oct 2018 not harvested
Semi-Supervised Sequence Modeling with Cross-View Training 2 2 22 Sep 2018 not harvested
Evaluating the Utility of Hand-crafted Features in Sequence Labelling 1 2 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 1 3 1 Aug 2018 not harvested
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
Robust Lexical Features for Improved Neural Network Named-Entity Recognition 1 1 9 Jun 2018 not harvested
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs 1 2 1 Jun 2018 not harvested
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms 2 2 24 May 2018 not harvested
Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling 1 7 12 May 2018 not harvested
Hybrid semi-Markov CRF for Neural Sequence Labeling 1 1 10 May 2018 not harvested
Sentence-State LSTM for Text Representation 2 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
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling 1 1 20 Apr 2018 not harvested
Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task 1 1 16 Apr 2018 not harvested
Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation 0 2 16 Apr 2018 not harvested
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 1 2 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 2 1 1 Feb 2018 not harvested
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction 3 2 26 Jan 2018 not harvested
Cross-View Training for Semi-Supervised Learning 0 2 1 Jan 2018 not harvested
Neural Cross-Lingual Entity Linking 0 1 5 Dec 2017 not harvested
Robust Multilingual Part-of-Speech Tagging via Adversarial Training 1 3 14 Nov 2017 not harvested
Empower Sequence Labeling with Task-Aware Neural Language Model 3 1 13 Sep 2017 not harvested
End-to-end Neural Coreference Resolution 4 3 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 0 2 17 Jul 2017 not harvested
Auxiliary Objectives for Neural Error Detection Models 0 4 17 Jul 2017 not harvested
Neural Reranking for Named Entity Recognition 1 1 17 Jul 2017 not harvested
Deep Semantic Role Labeling: What Works and What's Next 1 1 1 Jul 2017 not harvested
Learning Distributed Representations of Texts and Entities from Knowledge Base 1 1 6 May 2017 not harvested
Semi-supervised Multitask Learning for Sequence Labeling 3 2 24 Apr 2017 not harvested
Deep Joint Entity Disambiguation with Local Neural Attention 3 1 17 Apr 2017 not harvested
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
Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features 1 1 31 Jan 2017 not harvested
Compositional Sequence Labeling Models for Error Detection in Learner Writing 0 4 20 Jul 2016 not harvested
Harnessing Deep Neural Networks with Logic Rules 2 1 21 Mar 2016 not harvested
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 43 1 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 1 2 6 Jan 2016 not harvested
Named Entity Recognition with Bidirectional LSTM-CNNs 14 1 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 0 2 1 Jul 2011 not harvested