Methods › Natural Language Processing › Subword Segmentation › WordPiece › Papers, page 68

WordPiece

Papers archive 2025-07-28

archive papers tagged: 7,063 · with a code link: 2,910 · where Syntology ran a sample: 650 (529 with a run with no instrument failure, 121 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (650 of 7,063 tagged: 529 with a run with no instrument failure, 121 where every run was a failure of Syntology's instrument)

Page 68 of 71: papers 6,701 to 6,800 of 7,063, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line 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.

• DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
  2 Oct 2019 · 37 repositories · arXiv:1910.01108
  Syntology official (archive's flag): 1 ran · 21 ran (of which 5 constructed an object rather than computing a result; 13 with no instrument failure: 3 honoured, 1 violated, 9 with no contract checked; 8 where Syntology's instrument failed) · 6 unverified (of 27 harvested samples) · 2 pointer-only (licence)
• Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
  2 Oct 2019 · 1 repository · arXiv:1910.00883
• Linking artificial and human neural representations of language
  2 Oct 2019 · 1 repository · arXiv:1910.01244
  Syntology 8 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; 4 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 3 pointer-only (licence)
• BERT for Question Generation
  1 Oct 2019 · 0 repositories
• Specializing Word Embeddings (for Parsing) by Information Bottleneck
  1 Oct 2019 · 1 repository · arXiv:1910.00163
• VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization
  1 Oct 2019 · 0 repositories
• End-to-End Resume Parsing and Finding Candidates for a Job Description using BERT
  30 Sep 2019 · 0 repositories · arXiv:1910.03089
• Fake news detection using Deep Learning
  29 Sep 2019 · 2 repositories · arXiv:1910.03496
• HateMonitors: Language Agnostic Abuse Detection in Social Media
  27 Sep 2019 · 1 repository · arXiv:1909.12642
• On the use of BERT for Neural Machine Translation
  27 Sep 2019 · 0 repositories · arXiv:1909.12744
• Reweighted Proximal Pruning for Large-Scale Language Representation
  27 Sep 2019 · 0 repositories · arXiv:1909.12486
• ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
  26 Sep 2019 · 48 repositories · arXiv:1909.11942
  Syntology official (archive's flag): 6 ran · 81 ran (of which 17 constructed an object rather than computing a result; 59 with no instrument failure: 4 honoured, 0 violated, 55 with no contract checked; 22 where Syntology's instrument failed) · 45 unverified (of 126 harvested samples) · 28 pointer-only (licence)
• Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels
  26 Sep 2019 · 0 repositories · arXiv:1909.11879
• Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture
  26 Sep 2019 · 0 repositories · arXiv:1909.12411
• Improving Pre-Trained Multilingual Models with Vocabulary Expansion
  26 Sep 2019 · 0 repositories · arXiv:1909.12440
• Extremely Small BERT Models from Mixed-Vocabulary Training
  25 Sep 2019 · 0 repositories · arXiv:1909.11687
• Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
  25 Sep 2019 · 0 repositories · arXiv:1909.11297
• Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models
  25 Sep 2019 · 2 repositories · arXiv:1909.11299
• Technical report on Conversational Question Answering
  24 Sep 2019 · 0 repositories · arXiv:1909.10772
• Understanding Semantics from Speech Through Pre-training
  24 Sep 2019 · 0 repositories · arXiv:1909.10924
• TinyBERT: Distilling BERT for Natural Language Understanding
  23 Sep 2019 · 10 repositories · arXiv:1909.10351
  Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings
  23 Sep 2019 · 1 repository · arXiv:1909.10430
• Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
  23 Sep 2019 · 1 repository
• Portuguese Named Entity Recognition using BERT-CRF
  23 Sep 2019 · 1 repository · arXiv:1909.10649
  Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• BERT Meets Chinese Word Segmentation
  20 Sep 2019 · 0 repositories · arXiv:1909.09292
• AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
  19 Sep 2019 · 1 repository · arXiv:1909.09251
• How Additional Knowledge can Improve Natural Language Commonsense Question Answering?
  19 Sep 2019 · 0 repositories · arXiv:1909.08855
• Summary Level Training of Sentence Rewriting for Abstractive Summarization
  19 Sep 2019 · 0 repositories · arXiv:1909.08752
• Enriching BERT with Knowledge Graph Embeddings for Document Classification
  18 Sep 2019 · 1 repository · arXiv:1909.08402
• Improving Natural Language Inference with a Pretrained Parser
  18 Sep 2019 · 1 repository · arXiv:1909.08217
• Language models and Automated Essay Scoring
  18 Sep 2019 · 1 repository · arXiv:1909.09482
• Using BERT for Word Sense Disambiguation
  18 Sep 2019 · 0 repositories · arXiv:1909.08358
• Do NLP Models Know Numbers? Probing Numeracy in Embeddings
  17 Sep 2019 · 1 repository · arXiv:1909.07940
• SUPP.AI: Finding Evidence for Supplement-Drug Interactions
  17 Sep 2019 · 1 repository · arXiv:1909.08135
• K-BERT: Enabling Language Representation with Knowledge Graph
  17 Sep 2019 · 2 repositories · arXiv:1909.07606
• Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
  17 Sep 2019 · 10 repositories · arXiv:1909.08053
  Syntology community repositories only · 12 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 4 honoured, 0 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 35 unverified (of 47 harvested samples) · 15 pointer-only (licence)
• Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering
  17 Sep 2019 · 0 repositories · arXiv:1909.07597
• Span-based Joint Entity and Relation Extraction with Transformer Pre-training
  17 Sep 2019 · 3 repositories · arXiv:1909.07755
• Probing Natural Language Inference Models through Semantic Fragments
  16 Sep 2019 · 3 repositories · arXiv:1909.07521
• Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
  15 Sep 2019 · 1 repository · arXiv:1909.06775
• Tree Transformer: Integrating Tree Structures into Self-Attention
  14 Sep 2019 · 3 repositories · arXiv:1909.06639
  Syntology community repositories only · 9 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; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
• Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering
  13 Sep 2019 · 2 repositories · arXiv:1909.06356
  Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 19 harvested samples) · 1 pointer-only (licence)
• Neural Correction Model for Open-Domain Named Entity Recognition
  13 Sep 2019 · 1 repository · arXiv:1909.06058
• Measuring Domain Portability and ErrorPropagation in Biomedical QA
  12 Sep 2019 · 0 repositories · arXiv:1909.09704
• Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
  12 Sep 2019 · 0 repositories · arXiv:1909.05840
• UER: An Open-Source Toolkit for Pre-training Models
  12 Sep 2019 · 2 repositories · arXiv:1909.05658
  Syntology 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) · 2 unverified (of 3 harvested samples)
• BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding
  11 Sep 2019 · 2 repositories · arXiv:1909.04948
• From English to Code-Switching: Transfer Learning with Strong Morphological Clues
  11 Sep 2019 · 1 repository · arXiv:1909.05158
• Frustratingly Easy Natural Question Answering
  11 Sep 2019 · 0 repositories · arXiv:1909.05286
• How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
  11 Sep 2019 · 2 repositories · arXiv:1909.04925
  Syntology 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) · 1 unverified (of 2 harvested samples)
• BERT-Based Arabic Social Media Author Profiling
  9 Sep 2019 · 0 repositories · arXiv:1909.04181
• Knowledge Enhanced Contextual Word Representations
  9 Sep 2019 · 1 repository · arXiv:1909.04164
• Pretrained Language Models for Sequential Sentence Classification
  9 Sep 2019 · 1 repository · arXiv:1909.04054
• Reasoning Over Semantic-Level Graph for Fact Checking
  9 Sep 2019 · 0 repositories · arXiv:1909.03745
• Span Selection Pre-training for Question Answering
  9 Sep 2019 · 1 repository · arXiv:1909.04120
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Commonsense Knowledge + BERT for Level 2 Reading Comprehension Ability Test
  8 Sep 2019 · 0 repositories · arXiv:1909.03415
• Czech Text Processing with Contextual Embeddings: POS Tagging, Lemmatization, Parsing and NER
  8 Sep 2019 · 0 repositories · arXiv:1909.03544
• Entity, Relation, and Event Extraction with Contextualized Span Representations
  8 Sep 2019 · 4 repositories · arXiv:1909.03546
  Syntology 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) · 2 unverified (of 7 harvested samples)
• Multi-Task Bidirectional Transformer Representations for Irony Detection
  8 Sep 2019 · 0 repositories · arXiv:1909.03526
• Symmetric Regularization based BERT for Pair-wise Semantic Reasoning
  8 Sep 2019 · 1 repository · arXiv:1909.03405
• Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models
  8 Sep 2019 · 1 repository · arXiv:1909.03564
• A Novel Cascade Binary Tagging Framework for Relational Triple Extraction
  7 Sep 2019 · 5 repositories · arXiv:1909.03227
• RNN Architecture Learning with Sparse Regularization
  6 Sep 2019 · 1 repository · arXiv:1909.03011
• Supervised Multimodal Bitransformers for Classifying Images and Text
  6 Sep 2019 · 6 repositories · arXiv:1909.02950
• Effective Use of Transformer Networks for Entity Tracking
  5 Sep 2019 · 1 repository · arXiv:1909.02635
  Syntology official (archive's flag): 1 ran · 3 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; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• In Plain Sight: Media Bias Through the Lens of Factual Reporting
  5 Sep 2019 · 1 repository · arXiv:1909.02670
• Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity
  5 Sep 2019 · 1 repository · arXiv:1909.02339
• Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs
  5 Sep 2019 · 1 repository · arXiv:1909.02597
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Semantics-aware BERT for Language Understanding
  5 Sep 2019 · 1 repository · arXiv:1909.02209
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 3 pointer-only (licence)
• Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
  5 Sep 2019 · 0 repositories · arXiv:1909.02606
• Encode, Tag, Realize: High-Precision Text Editing
  3 Sep 2019 · 5 repositories · arXiv:1909.01187
  Syntology official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Language Models as Knowledge Bases?
  3 Sep 2019 · 1 repository · arXiv:1909.01066
• Multimodal Deep Learning for Mental Disorders Prediction from Audio Speech Samples
  3 Sep 2019 · 0 repositories · arXiv:1909.01067
• Transfer Fine-Tuning: A BERT Case Study
  3 Sep 2019 · 1 repository · arXiv:1909.00931
• Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks
  3 Sep 2019 · 0 repositories · arXiv:1909.00964
• How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings
  2 Sep 2019 · 1 repository · arXiv:1909.00512
• SumQE: a BERT-based Summary Quality Estimation Model
  2 Sep 2019 · 1 repository · arXiv:1909.00578
• Classification Approaches to Identify Informative Tweets
  1 Sep 2019 · 0 repositories
• Cross-Lingual Machine Reading Comprehension
  1 Sep 2019 · 1 repository · arXiv:1909.00361
• Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
  1 Sep 2019 · 0 repositories · arXiv:1909.00437
• Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC
  1 Sep 2019 · 0 repositories
• Evaluation of vector embedding models in clustering of text documents
  1 Sep 2019 · 0 repositories
• FriendsQA: Open-Domain Question Answering on TV Show Transcripts
  1 Sep 2019 · 0 repositories
• QuASE: Question-Answer Driven Sentence Encoding
  1 Sep 2019 · 1 repository · arXiv:1909.00333
• Multilingual Language Models for Named Entity Recognition in German and English
  1 Sep 2019 · 0 repositories
• Multilingual Probing of Deep Pre-Trained Contextual Encoders
  1 Sep 2019 · 0 repositories
• Predicting Sentiment of Polish Language Short Texts
  1 Sep 2019 · 0 repositories
• Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates
  1 Sep 2019 · 0 repositories
• Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
  31 Aug 2019 · 0 repositories · arXiv:1909.00153
• Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
  31 Aug 2019 · 2 repositories · arXiv:1909.00142
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Knowledge Enhanced Attention for Robust Natural Language Inference
  31 Aug 2019 · 0 repositories · arXiv:1909.00102
• NEZHA: Neural Contextualized Representation for Chinese Language Understanding
  31 Aug 2019 · 10 repositories · arXiv:1909.00204
• Quantity doesn't buy quality syntax with neural language models
  31 Aug 2019 · 0 repositories · arXiv:1909.00111
• Small and Practical BERT Models for Sequence Labeling
  31 Aug 2019 · 0 repositories · arXiv:1909.00100
• Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification
  30 Aug 2019 · 3 repositories · arXiv:1908.11860
  Syntology official: harvested, nothing ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors
  30 Aug 2019 · 1 repository · arXiv:1909.01146
• PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification
  30 Aug 2019 · 3 repositories · arXiv:1908.11828
• Adversarial Representation Learning for Text-to-Image Matching
  28 Aug 2019 · 0 repositories · arXiv:1908.10534
• FinBERT: Financial Sentiment Analysis with Pre-trained Language Models
  27 Aug 2019 · 3 repositories · arXiv:1908.10063
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
  27 Aug 2019 · 64 repositories · arXiv:1908.10084
  Syntology community repositories only · 33 ran (of which 9 constructed an object rather than computing a result; 30 with no instrument failure: 1 honoured, 0 violated, 29 with no contract checked; 3 where Syntology's instrument failed) · 25 unverified (of 58 harvested samples) · 11 pointer-only (licence)