Methods › Natural Language Processing › Language Models › ELMo › Papers, page 2
ELMo
Papers archive 2025-07-28
archive papers tagged: 234 · with a code link: 90 · where Syntology ran a sample: 17 (16 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (17 of 234 tagged: 16 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 234, 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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High Quality ELMo Embeddings for Seven Less-Resourced Languages 1 May 2020 · 0 repositories
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Is Language Modeling Enough? Evaluating Effective Embedding Combinations 1 May 2020 · 0 repositories
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KLEJ: Comprehensive Benchmark for Polish Language Understanding 1 May 2020 · 1 repository · arXiv:2005.00630Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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MTSI-BERT: A Session-aware Knowledge-based Conversational Agent 1 May 2020 · 1 repository
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One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words 1 May 2020 · 0 repositories
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Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection 30 Apr 2020 · 0 repositories · arXiv:2004.14848
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Interpretable Entity Representations through Large-Scale Typing 30 Apr 2020 · 0 repositories · arXiv:2005.00147
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Asking without Telling: Exploring Latent Ontologies in Contextual Representations 29 Apr 2020 · 0 repositories · arXiv:2004.14513
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Do Neural Language Models Show Preferences for Syntactic Formalisms? 29 Apr 2020 · 0 repositories · arXiv:2004.14096
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DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis 28 Apr 2020 · 1 repository · arXiv:2004.13816
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SCELMo: Source Code Embeddings from Language Models 28 Apr 2020 · 0 repositories · arXiv:2004.13214
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Learning to Classify Intents and Slot Labels Given a Handful of Examples 22 Apr 2020 · 0 repositories · arXiv:2004.10793
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Improving Disfluency Detection by Self-Training a Self-Attentive Model 11 Apr 2020 · 0 repositories · arXiv:2004.05323
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A Survey on Contextual Embeddings 16 Mar 2020 · 0 repositories · arXiv:2003.07278
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Parsing Early Modern English for Linguistic Search 24 Feb 2020 · 0 repositories · arXiv:2002.10546
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Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic 28 Dec 2019 · 1 repository · arXiv:1912.12514
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Towards Robust Toxic Content Classification 14 Dec 2019 · 1 repository · arXiv:1912.06872
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A Comparative Study of Pretrained Language Models on Thai Social Text Categorization 3 Dec 2019 · 0 repositories · arXiv:1912.01580
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High Quality ELMo Embeddings for Seven Less-Resourced Languages 22 Nov 2019 · 0 repositories · arXiv:1911.10049
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Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings 5 Nov 2019 · 0 repositories · arXiv:1911.01623
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Named Entity Recognition - Is There a Glass Ceiling? 1 Nov 2019 · 0 repositories
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NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning 1 Nov 2019 · 0 repositories
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On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings 1 Nov 2019 · 0 repositories
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Reevaluating Argument Component Extraction in Low Resource Settings 1 Nov 2019 · 0 repositories
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The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization 1 Nov 2019 · 0 repositories
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Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders 1 Nov 2019 · 0 repositories
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What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition 1 Nov 2019 · 0 repositories
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Sentence Embeddings for Russian NLU 29 Oct 2019 · 1 repository · arXiv:1910.13291
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Evolution of transfer learning in natural language processing 16 Oct 2019 · 0 repositories · arXiv:1910.07370
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Named Entity Recognition -- Is there a glass ceiling? 6 Oct 2019 · 1 repository · arXiv:1910.02403
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Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks 3 Oct 2019 · 0 repositories · arXiv:1910.01302
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Specializing Word Embeddings (for Parsing) by Information Bottleneck 1 Oct 2019 · 1 repository · arXiv:1910.00163
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Extremely Small BERT Models from Mixed-Vocabulary Training 25 Sep 2019 · 0 repositories · arXiv:1909.11687
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Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings 23 Sep 2019 · 1 repository · arXiv:1909.10430
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Subword ELMo 18 Sep 2019 · 0 repositories · arXiv:1909.08357
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Retrofitting Contextualized Word Embeddings with Paraphrases 12 Sep 2019 · 0 repositories · arXiv:1909.09700
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UER: An Open-Source Toolkit for Pre-training Models 12 Sep 2019 · 2 repositories · arXiv:1909.05658Syntology 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)
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From English to Code-Switching: Transfer Learning with Strong Morphological Clues 11 Sep 2019 · 1 repository · arXiv:1909.05158
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Multimodal Embeddings from Language Models 10 Sep 2019 · 1 repository · arXiv:1909.04302
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Designing and Interpreting Probes with Control Tasks 8 Sep 2019 · 1 repository · arXiv:1909.03368
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To lemmatize or not to lemmatize: how word normalisation affects ELMo performance in word sense disambiguation 6 Sep 2019 · 0 repositories · arXiv:1909.03135
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Semantics-aware BERT for Language Understanding 5 Sep 2019 · 1 repository · arXiv:1909.02209Syntology 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)
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How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings 2 Sep 2019 · 1 repository · arXiv:1909.00512
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Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC 1 Sep 2019 · 0 repositories
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Evaluation of vector embedding models in clustering of text documents 1 Sep 2019 · 0 repositories
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Multilingual Probing of Deep Pre-Trained Contextual Encoders 1 Sep 2019 · 0 repositories
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Neural Feature Extraction for Contextual Emotion Detection 1 Sep 2019 · 0 repositories
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Predicting Sentiment of Polish Language Short Texts 1 Sep 2019 · 0 repositories
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Quasi Bidirectional Encoder Representations from Transformers for Word Sense Disambiguation 1 Sep 2019 · 0 repositories
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Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates 1 Sep 2019 · 0 repositories
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Sparse Victory -- A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classification 1 Sep 2019 · 1 repository
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Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER 31 Aug 2019 · 0 repositories · arXiv:1909.00153
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Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations 31 Aug 2019 · 2 repositories · arXiv:1909.00142Syntology 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)
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Shallow Syntax in Deep Water 29 Aug 2019 · 0 repositories · arXiv:1908.11047
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On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression 27 Aug 2019 · 0 repositories · arXiv:1908.09982
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Detecting Toxicity in News Articles: Application to Bulgarian 26 Aug 2019 · 1 repository · arXiv:1908.09785
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Adversarial Domain Adaptation for Machine Reading Comprehension 24 Aug 2019 · 0 repositories · arXiv:1908.09209
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BERT for Coreference Resolution: Baselines and Analysis 24 Aug 2019 · 2 repositories · arXiv:1908.09091
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Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing 20 Aug 2019 · 0 repositories · arXiv:1908.07448
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Neural Architectures for Nested NER through Linearization 19 Aug 2019 · 1 repository · arXiv:1908.06926
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Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding 14 Aug 2019 · 1 repository · arXiv:1908.05161
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BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks 13 Aug 2019 · 1 repository · arXiv:1908.05760
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Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian 5 Aug 2019 · 1 repository · arXiv:1908.01519
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Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo 1 Aug 2019 · 0 repositories
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SOURCE: SOURce-Conditional Elmo-style Model for Machine Translation Quality Estimation 1 Aug 2019 · 0 repositories
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The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations 1 Aug 2019 · 0 repositories
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Neural Mention Detection 29 Jul 2019 · 1 repository · arXiv:1907.12524
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Syntax-aware Neural Semantic Role Labeling 22 Jul 2019 · 1 repository · arXiv:1907.09312
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Can Unconditional Language Models Recover Arbitrary Sentences? 10 Jul 2019 · 0 repositories · arXiv:1907.04944
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Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings 5 Jul 2019 · 1 repository · arXiv:1907.02679
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Latent Variable Sentiment Grammar 29 Jun 2019 · 1 repository · arXiv:1907.00218
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Relating Simple Sentence Representations in Deep Neural Networks and the Brain 27 Jun 2019 · 1 repository · arXiv:1906.11861
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Transfer Learning for Causal Sentence Detection 18 Jun 2019 · 2 repositories · arXiv:1906.07544
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Context is Key: Grammatical Error Detection with Contextual Word Representations 15 Jun 2019 · 1 repository · arXiv:1906.06593
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A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics 13 Jun 2019 · 0 repositories · arXiv:1906.05468
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Large-Scale Multi-Label Text Classification on EU Legislation 5 Jun 2019 · 1 repository · arXiv:1906.02192
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A Structural Probe for Finding Syntax in Word Representations 1 Jun 2019 · 1 repository
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CLaC Lab at SemEval-2019 Task 3: Contextual Emotion Detection Using a Combination of Neural Networks and SVM 1 Jun 2019 · 0 repositories
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CLP at SemEval-2019 Task 3: Multi-Encoder in Hierarchical Attention Networks for Contextual Emotion Detection 1 Jun 2019 · 0 repositories
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CX-ST-RNM at SemEval-2019 Task 3: Fusion of Recurrent Neural Networks Based on Contextualized and Static Word Representations for Contextual Emotion Detection 1 Jun 2019 · 0 repositories
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Fermi at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings 1 Jun 2019 · 0 repositories
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How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions 1 Jun 2019 · 0 repositories
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NL-FIIT at SemEval-2019 Task 3: Emotion Detection From Conversational Triplets Using Hierarchical Encoders 1 Jun 2019 · 0 repositories
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Opinion Mining with Deep Contextualized Embeddings 1 Jun 2019 · 0 repositories
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STUFIIT at SemEval-2019 Task 5: Multilingual Hate Speech Detection on Twitter with MUSE and ELMo Embeddings 1 Jun 2019 · 0 repositories
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Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network 1 Jun 2019 · 0 repositories
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UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers 1 Jun 2019 · 0 repositories
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YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation 1 Jun 2019 · 0 repositories
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Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) 28 May 2019 · 1 repository · arXiv:1905.11833Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Evaluation of basic modules for isolated spelling error correction in Polish texts 26 May 2019 · 0 repositories · arXiv:1905.10810
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Learning to Denoise Distantly-Labeled Data for Entity Typing 4 May 2019 · 1 repository · arXiv:1905.01566
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Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling 1 May 2019 · 0 repositories
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Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks 24 Apr 2019 · 1 repository · arXiv:1904.10637
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An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale 19 Apr 2019 · 0 repositories · arXiv:1905.01971
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Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation 15 Apr 2019 · 0 repositories · arXiv:1904.07142
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Publicly Available Clinical BERT Embeddings 6 Apr 2019 · 3 repositories · arXiv:1904.03323Syntology official (archive's flag): 1 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)
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Alternative Weighting Schemes for ELMo Embeddings 5 Apr 2019 · 1 repository · arXiv:1904.02954
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CLEARumor at SemEval-2019 Task 7: ConvoLving ELMo Against Rumors 5 Apr 2019 · 1 repository · arXiv:1904.03084
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Gender Bias in Contextualized Word Embeddings 5 Apr 2019 · 2 repositories · arXiv:1904.03310Syntology 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) · 2 unverified (of 12 harvested samples)
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NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining 5 Apr 2019 · 1 repository · arXiv:1904.02981