Methods › General › Regularization › Attention Dropout › Papers, page 84
Attention Dropout
Papers archive 2025-07-28
archive papers tagged: 10,892 · with a code link: 4,634 · where Syntology ran a sample: 1,270 (1,043 with a run with no instrument failure, 227 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,270 of 10,892 tagged: 1,043 with a run with no instrument failure, 227 where every run was a failure of Syntology's instrument)
Page 84 of 109: papers 8,301 to 8,400 of 10,892, 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.
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"You made me feel this way": Investigating Partners' Influence in Predicting Emotions in Couples' Conflict Interactions using Speech Data 3 Jun 2021 · 0 repositories · arXiv:2106.01526
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belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification 2 Jun 2021 · 0 repositories · arXiv:2106.01091
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Container: Context Aggregation Network 2 Jun 2021 · 4 repositories · arXiv:2106.01401Syntology official (archive's flag): 1 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) · 3 unverified (of 7 harvested samples)
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Differential Privacy for Text Analytics via Natural Text Sanitization 2 Jun 2021 · 1 repository · arXiv:2106.01221Syntology 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 (of 1 harvested sample)
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Evaluating the Efficacy of Summarization Evaluation across Languages 2 Jun 2021 · 1 repository · arXiv:2106.01478
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Evidence-based Factual Error Correction 2 Jun 2021 · 1 repository · arXiv:2106.01072
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MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education 2 Jun 2021 · 1 repository · arXiv:2106.07340Syntology 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 (of 9 harvested samples) · 9 pointer-only (licence)
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On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers 2 Jun 2021 · 0 repositories · arXiv:2106.01335
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Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference 2 Jun 2021 · 1 repository · arXiv:2106.01186
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T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic Model and BERT 2 Jun 2021 · 0 repositories · arXiv:2106.01097
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An Architecture for Accelerated Large-Scale Inference of Transformer-Based Language Models 1 Jun 2021 · 0 repositories
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Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A Case Study on Discourse Relation Analysis 1 Jun 2021 · 0 repositories
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Cost-effective Deployment of BERT Models in Serverless Environment 1 Jun 2021 · 0 repositories
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Cultural and Geographical Influences on Image Translatability of Words across Languages 1 Jun 2021 · 1 repository
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Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding 1 Jun 2021 · 1 repository
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DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference 1 Jun 2021 · 0 repositories
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Dual-Objective Fine-Tuning of BERT for Entity Matching 1 Jun 2021 · 1 repository
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Emotion-Infused Models for Explainable Psychological Stress Detection 1 Jun 2021 · 1 repository
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Iterative Hierarchical Attention for Answering Complex Questions over Long Documents 1 Jun 2021 · 0 repositories · arXiv:2106.00200
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GPT Perdetry Test: Generating new meanings for new words 1 Jun 2021 · 0 repositories
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HONEST: Measuring Hurtful Sentence Completion in Language Models 1 Jun 2021 · 1 repository
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Implicit Representations of Meaning in Neural Language Models 1 Jun 2021 · 1 repository · arXiv:2106.00737
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Improving Automatic Hate Speech Detection with Multiword Expression Features 1 Jun 2021 · 0 repositories · arXiv:2106.00237
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Multi-Grained Knowledge Distillation for Named Entity Recognition 1 Jun 2021 · 0 repositories
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Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. 1 Jun 2021 · 0 repositories
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On using distributed representations of source code for the detection of C security vulnerabilities 1 Jun 2021 · 1 repository · arXiv:2106.01367
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QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval 1 Jun 2021 · 0 repositories
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SCRIPT: Self-Critic PreTraining of Transformers 1 Jun 2021 · 0 repositories
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Shuffled-token Detection for Refining Pre-trained RoBERTa 1 Jun 2021 · 0 repositories
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Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers 1 Jun 2021 · 0 repositories
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Training Language Models under Resource Constraints for Adversarial Advertisement Detection 1 Jun 2021 · 0 repositories
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Using Integrated Gradients and Constituency Parse Trees to explain Linguistic Acceptability learnt by BERT 1 Jun 2021 · 0 repositories · arXiv:2106.07349
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WikiTalkEdit: A Dataset for modeling Editors' behaviors on Wikipedia 1 Jun 2021 · 0 repositories
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You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection 1 Jun 2021 · 2 repositories · arXiv:2106.00666Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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How transfer learning impacts linguistic knowledge in deep NLP models? 31 May 2021 · 0 repositories · arXiv:2105.15179
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Training ELECTRA Augmented with Multi-word Selection 31 May 2021 · 0 repositories · arXiv:2106.00139
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Zero-shot Fact Verification by Claim Generation 31 May 2021 · 1 repository · arXiv:2105.14682Syntology official: harvested, nothing 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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A Compression-Compilation Framework for On-mobile Real-time BERT Applications 30 May 2021 · 0 repositories · arXiv:2106.00526
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Drop Clause: Enhancing Performance, Interpretability and Robustness of the Tsetlin Machine 30 May 2021 · 7 repositories · arXiv:2105.14506
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LRTuner: A Learning Rate Tuner for Deep Neural Networks 30 May 2021 · 2 repositories · arXiv:2105.14526
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LEAP: Learnable Pruning for Transformer-based Models 30 May 2021 · 1 repository · arXiv:2105.14636Syntology 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)
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NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search 30 May 2021 · 0 repositories · arXiv:2105.14444
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Neural Models for Offensive Language Detection 30 May 2021 · 0 repositories · arXiv:2106.14609
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A Simple Voting Mechanism for Online Sexist Content Identification 29 May 2021 · 0 repositories · arXiv:2105.14309
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Constructing Flow Graphs from Procedural Cybersecurity Texts 29 May 2021 · 1 repository · arXiv:2105.14357
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Sentiment analysis in tweets: an assessment study from classical to modern text representation models 29 May 2021 · 1 repository · arXiv:2105.14373
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Accelerating BERT Inference for Sequence Labeling via Early-Exit 28 May 2021 · 1 repository · arXiv:2105.13878
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ByT5: Towards a token-free future with pre-trained byte-to-byte models 28 May 2021 · 5 repositories · arXiv:2105.13626Syntology official (archive's flag): 4 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 (of 6 harvested samples)
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Domain-Adaptive Pretraining Methods for Dialogue Understanding 28 May 2021 · 0 repositories · arXiv:2105.13665
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Knowledge Inheritance for Pre-trained Language Models 28 May 2021 · 2 repositories · arXiv:2105.13880
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SciFive: a text-to-text transformer model for biomedical literature 28 May 2021 · 1 repository · arXiv:2106.03598Syntology 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) · 0 unverified (of 5 harvested samples)
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Weighted Training for Cross-Task Learning 28 May 2021 · 1 repository · arXiv:2105.14095Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Contrastive Fine-tuning Improves Robustness for Neural Rankers 27 May 2021 · 0 repositories · arXiv:2105.12932
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Generative Adversarial Imitation Learning for Empathy-based AI 27 May 2021 · 0 repositories · arXiv:2105.13328
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Leveraging Linguistic Coordination in Reranking N-Best Candidates For End-to-End Response Selection Using BERT 27 May 2021 · 0 repositories · arXiv:2105.13479
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MixQA: Embedding and Answer Mixing for Question Answering 27 May 2021 · 0 repositories
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Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion 27 May 2021 · 0 repositories · arXiv:2105.13074
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RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English) 27 May 2021 · 1 repository · arXiv:2105.13266
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Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction 27 May 2021 · 0 repositories · arXiv:2105.13465
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A Full-Stack Search Technique for Domain Optimized Deep Learning Accelerators 26 May 2021 · 0 repositories · arXiv:2105.12842
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BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition 26 May 2021 · 2 repositories · arXiv:2105.12848Syntology official (archive's flag): 7 ran · 10 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; 0 where Syntology's instrument failed) · 10 unverified (of 20 harvested samples)
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Deception detection in text and its relation to the cultural dimension of individualism/collectivism 26 May 2021 · 0 repositories · arXiv:2105.12530
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Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading 26 May 2021 · 1 repository · arXiv:2105.12825Syntology 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 (of 1 harvested sample) · 1 pointer-only (licence)
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Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics 26 May 2021 · 0 repositories · arXiv:2105.12682
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ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer 25 May 2021 · 1 repository · arXiv:2105.11741
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Context-Sensitive Visualization of Deep Learning Natural Language Processing Models 25 May 2021 · 0 repositories · arXiv:2105.12202
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Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution 25 May 2021 · 1 repository · arXiv:2105.13132
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Extending the Abstraction of Personality Types based on MBTI with Machine Learning and Natural Language Processing 25 May 2021 · 0 repositories · arXiv:2105.11798
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NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains 25 May 2021 · 0 repositories · arXiv:2105.12192
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Personalized Transformer for Explainable Recommendation 25 May 2021 · 1 repository · arXiv:2105.11601Syntology official (archive's flag): 6 ran · 6 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference 25 May 2021 · 1 repository · arXiv:2105.11618
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ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents 25 May 2021 · 0 repositories · arXiv:2105.11672
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Classifying Math KCs via Task-Adaptive Pre-Trained BERT 24 May 2021 · 0 repositories · arXiv:2105.11343
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DaN+: Danish Nested Named Entities and Lexical Normalization 24 May 2021 · 1 repository · arXiv:2105.11301
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De-identification of Privacy-related Entities in Job Postings 24 May 2021 · 1 repository · arXiv:2105.11223
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Diacritics Restoration using BERT with Analysis on Czech language 24 May 2021 · 1 repository · arXiv:2105.11408Syntology 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 (of 1 harvested sample)
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Fine-grained Post-training for Improving Retrieval-based Dialogue Systems 24 May 2021 · 1 repository
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Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training 24 May 2021 · 1 repository · arXiv:2105.11333Syntology 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) · 1 unverified (of 2 harvested samples)
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Neural Language Models for Nineteenth-Century English 24 May 2021 · 2 repositories · arXiv:2105.11321
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RobeCzech: Czech RoBERTa, a monolingual contextualized language representation model 24 May 2021 · 0 repositories · arXiv:2105.11314
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Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models 24 May 2021 · 0 repositories · arXiv:2105.11136
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CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding 23 May 2021 · 1 repository · arXiv:2105.10912
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Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs 23 May 2021 · 0 repositories · arXiv:2105.10909
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AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly 22 May 2021 · 1 repository · arXiv:2105.10762Syntology 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) · 1 unverified (of 3 harvested samples)
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Denoising Noisy Neural Networks: A Bayesian Approach with Compensation 22 May 2021 · 1 repository · arXiv:2105.10699
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Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning 21 May 2021 · 0 repositories · arXiv:2105.10195
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Attention as Inference via Fenchel Duality 21 May 2021 · 0 repositories
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Stance Detection with BERT Embeddings for Credibility Analysis of Information on Social Media 21 May 2021 · 0 repositories · arXiv:2105.10272
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Towards Automatic Comparison of Data Privacy Documents: A Preliminary Experiment on GDPR-like Laws 21 May 2021 · 1 repository · arXiv:2105.10117
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Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining 21 May 2021 · 0 repositories · arXiv:2105.10419
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A comparative evaluation and analysis of three generations of Distributional Semantic Models 20 May 2021 · 1 repository · arXiv:2105.09825
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Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection 20 May 2021 · 1 repository · arXiv:2105.10041
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Intra-Document Cascading: Learning to Select Passages for Neural Document Ranking 20 May 2021 · 1 repository · arXiv:2105.09816
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Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition 19 May 2021 · 1 repository · arXiv:2105.09045
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Explainable Tsetlin Machine framework for fake news detection with credibility score assessment 19 May 2021 · 6 repositories · arXiv:2105.09114
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Improving Adverse Drug Event Extraction with SpanBERT on Different Text Typologies 19 May 2021 · 1 repository · arXiv:2105.08882
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Methods for Detoxification of Texts for the Russian Language 19 May 2021 · 3 repositories · arXiv:2105.09052
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DRILL: Dynamic Representations for Imbalanced Lifelong Learning 18 May 2021 · 1 repository · arXiv:2105.08445Syntology 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 (of 4 harvested samples)
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Effective Attention Sheds Light On Interpretability 18 May 2021 · 1 repository · arXiv:2105.08855
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Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing 18 May 2021 · 0 repositories · arXiv:2105.08807