| Contextual BERT: Conditioning the Language Model Using a Global State | Oct 29, 2020 | ArticlesLanguage Modeling | —Unverified | 0 |
| What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation | Oct 28, 2020 | Sentence | CodeCode Available | 1 |
| Strongly Incremental Constituency Parsing with Graph Neural Networks | Oct 27, 2020 | Constituency ParsingGraph Neural Network | CodeCode Available | 1 |
| Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports | Oct 27, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora | Oct 27, 2020 | Bilingual Lexicon InductionCross-Lingual Word Embeddings | CodeCode Available | 1 |
| Volctrans Parallel Corpus Filtering System for WMT 2020 | Oct 27, 2020 | RerankingSentence | —Unverified | 0 |
| Emotion recognition by fusing time synchronous and time asynchronous representations | Oct 27, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Effective FAQ Retrieval and Question Matching With Unsupervised Knowledge Injection | Oct 27, 2020 | Language ModellingRetrieval | —Unverified | 0 |
| Interpretation of NLP models through input marginalization | Oct 27, 2020 | Natural Language InferenceSentence | —Unverified | 0 |
| Data Troubles in Sentence Level Confidence Estimation for Machine Translation | Oct 26, 2020 | Machine TranslationSentence | —Unverified | 0 |
| Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning | Oct 26, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale | Oct 26, 2020 | Image CaptioningMachine Translation | —Unverified | 0 |
| Improving pronunciation assessment via ordinal regression with anchored reference samples | Oct 26, 2020 | regressionSentence | —Unverified | 0 |
| Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation | Oct 26, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs | Oct 26, 2020 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction | Oct 26, 2020 | Event Argument ExtractionInductive Bias | —Unverified | 0 |
| CRAB: Class Representation Attentive BERT for Hate Speech Identification in Social Media | Oct 25, 2020 | Hate Speech DetectionSentence | —Unverified | 0 |
| Fair Hate Speech Detection through Evaluation of Social Group Counterfactuals | Oct 24, 2020 | counterfactualFairness | —Unverified | 0 |
| Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies | Oct 24, 2020 | Computational EfficiencyDocument-level Event Extraction | —Unverified | 0 |
| Text Editing by Command | Oct 24, 2020 | SentenceText Generation | —Unverified | 0 |
| Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models | Oct 24, 2020 | SentenceXLM-R | —Unverified | 0 |
| Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model | Oct 24, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Extracting Body Text from Academic PDF Documents for Text Mining | Oct 23, 2020 | Sentence | —Unverified | 0 |
| Comparative analysis of word embeddings in assessing semantic similarity of complex sentences | Oct 23, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing | Oct 23, 2020 | AMR ParsingSegmentation | —Unverified | 0 |
| Beyond the Deep Metric Learning: Enhance the Cross-Modal Matching with Adversarial Discriminative Domain Regularization | Oct 23, 2020 | Metric LearningSentence | —Unverified | 0 |
| FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations | Oct 23, 2020 | NERPOS | CodeCode Available | 1 |
| Multilingual BERT Post-Pretraining Alignment | Oct 23, 2020 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures | Oct 23, 2020 | Data AugmentationSentence | CodeCode Available | 0 |
| GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis | Oct 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method | Oct 23, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Multiple-element joint detection for Aspect-Based Sentiment Analysis | Oct 22, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Class-Conditional Defense GAN Against End-to-End Speech Attacks | Oct 22, 2020 | Generative Adversarial NetworkSentence | —Unverified | 0 |
| Exploit Multiple Reference Graphs for Semi-supervised Relation Extraction | Oct 22, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Method of noun phrase detection in Ukrainian texts | Oct 22, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Listening to Sounds of Silence for Speech Denoising | Oct 22, 2020 | DenoisingSentence | CodeCode Available | 1 |
| Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 | Oct 22, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Kwame: A Bilingual AI Teaching Assistant for Online SuaCode Courses | Oct 22, 2020 | Question AnsweringSentence | —Unverified | 0 |
| Exploiting News Article Structure for Automatic Corpus Generation of Entailment Datasets | Oct 22, 2020 | ArticlesBenchmarking | CodeCode Available | 1 |
| An Analysis of Simple Data Augmentation for Named Entity Recognition | Oct 22, 2020 | Data Augmentationnamed-entity-recognition | CodeCode Available | 1 |
| The Turking Test: Can Language Models Understand Instructions? | Oct 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers | Oct 22, 2020 | Adversarial AttackSemantic Similarity | —Unverified | 0 |
| Scientific Claim Verification with VERT5ERINI | Oct 22, 2020 | Claim VerificationRetrieval | —Unverified | 0 |
| From Conjunctive Queries to Instance Queries in Ontology-Mediated Querying | Oct 22, 2020 | Sentence | —Unverified | 0 |
| Learning to Summarize Long Texts with Memory Compression and Transfer | Oct 21, 2020 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures | Oct 21, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings | Oct 21, 2020 | SentenceTranslation | —Unverified | 0 |
| Classifying Syntactic Errors in Learner Language | Oct 21, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences | Oct 21, 2020 | ArticlesSentence | —Unverified | 0 |