| Unsupervised Discovery of Interpretable Latent Manipulations in Language VAEs | Jan 1, 2021 | SentenceText Generation | —Unverified | 0 |
| FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation | Dec 31, 2020 | DecoderFact Verification | —Unverified | 0 |
| CLEAR: Contrastive Learning for Sentence Representation | Dec 31, 2020 | Contrastive LearningLinguistic Acceptability | —Unverified | 0 |
| ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora | Dec 31, 2020 | SentenceTranslation | CodeCode Available | 3 |
| Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration | Dec 31, 2020 | Language ModellingReinforcement Learning (RL) | —Unverified | 0 |
| Fast WordPiece Tokenization | Dec 31, 2020 | Sentence | CodeCode Available | 0 |
| A novel extractive multi-document text summarization system using quantum-inspired genetic algorithm: MTSQIGA | Dec 30, 2020 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? | Dec 30, 2020 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Enhancing Pre-trained Language Model with Lexical Simplification | Dec 30, 2020 | DiversityGeneral Classification | —Unverified | 0 |
| Introducing Orthogonal Constraint in Structural Probes | Dec 30, 2020 | MemorizationPosition | CodeCode Available | 0 |
| Improving BERT with Syntax-aware Local Attention | Dec 30, 2020 | Machine TranslationQuestion Answering | CodeCode Available | 1 |
| Image-to-Image Retrieval by Learning Similarity between Scene Graphs | Dec 29, 2020 | Graph SimilarityImage Retrieval | CodeCode Available | 0 |
| CMV-BERT: Contrastive multi-vocab pretraining of BERT | Dec 29, 2020 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections | Dec 29, 2020 | Data-to-Text GenerationForm | CodeCode Available | 1 |
| Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces | Dec 29, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Universal Sentence Representation Learning with Conditional Masked Language Model | Dec 28, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 |
| Adaptive Convolution for Semantic Role Labeling | Dec 27, 2020 | Semantic Role LabelingSentence | —Unverified | 0 |
| An Embarrassingly Simple Model for Dialogue Relation Extraction | Dec 27, 2020 | Dialog Relation Extractionmodel | CodeCode Available | 0 |
| LCEval: Learned Composite Metric for Caption Evaluation | Dec 24, 2020 | Sentence | CodeCode Available | 0 |
| Disentangling semantics in language through VAEs and a certain architectural choice | Dec 24, 2020 | Open Information ExtractionSentence | CodeCode Available | 0 |
| A Context Aware Approach for Generating Natural Language Attacks | Dec 24, 2020 | Language ModellingSentence | CodeCode Available | 0 |
| A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews | Dec 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Seeing past words: Testing the cross-modal capabilities of pretrained V&L models on counting tasks | Dec 22, 2020 | SentenceTask 2 | —Unverified | 0 |
| Improved Biomedical Word Embeddings in the Transformer Era | Dec 22, 2020 | SentenceWord Embeddings | CodeCode Available | 0 |
| Narrative Incoherence Detection | Dec 21, 2020 | SentenceSentence Embedding | —Unverified | 0 |
| Transductive Visual Verb Sense Disambiguation | Dec 20, 2020 | Sentence | CodeCode Available | 0 |
| Guidance Module Network for Video Captioning | Dec 20, 2020 | DecoderSentence | —Unverified | 0 |
| On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator | Dec 19, 2020 | Sentence | CodeCode Available | 0 |
| Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection | Dec 19, 2020 | Common Sense ReasoningConditional Text Generation | —Unverified | 0 |
| A Benchmark Arabic Dataset for Commonsense Explanation | Dec 18, 2020 | Sentence | —Unverified | 0 |
| Mention Extraction and Linking for SQL Query Generation | Dec 18, 2020 | Sentenceslot-filling | —Unverified | 0 |
| Regularized Attentive Capsule Network for Overlapped Relation Extraction | Dec 18, 2020 | DiversityKnowledge Base Construction | —Unverified | 0 |
| Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets | Dec 18, 2020 | Extracting COVID-19 Events from TwitterSentence | CodeCode Available | 0 |
| Parallel WaveNet conditioned on VAE latent vectors | Dec 17, 2020 | SentenceSpeech Synthesis | —Unverified | 0 |
| SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning | Dec 17, 2020 | CPUGPU | —Unverified | 0 |
| R^2-Net: Relation of Relation Learning Network for Sentence Semantic Matching | Dec 16, 2020 | RelationRelation Classification | —Unverified | 0 |
| Checking Fact Worthiness using Sentence Embeddings | Dec 16, 2020 | Fact CheckingInformation Retrieval | —Unverified | 0 |
| Building domain specific lexicon based on TikTok comment dataset | Dec 16, 2020 | SentenceSentiment Analysis | CodeCode Available | 0 |
| Multi-type Disentanglement without Adversarial Training | Dec 16, 2020 | DisentanglementInterpretable Machine Learning | —Unverified | 0 |
| Learning from Mistakes: Using Mis-predictions as Harm Alerts in Language Pre-Training | Dec 16, 2020 | PredictionSentence | —Unverified | 0 |
| Bayes Meets Entailment and Prediction: Commonsense Reasoning with Non-monotonicity, Paraconsistency and Predictive Accuracy | Dec 15, 2020 | Logical ReasoningRelation | —Unverified | 0 |
| Objective-Based Hierarchical Clustering of Deep Embedding Vectors | Dec 15, 2020 | ClusteringPlaying the Game of 2048 | —Unverified | 0 |
| Modeling Homophone Noise for Robust Neural Machine Translation | Dec 15, 2020 | Machine TranslationNMT | —Unverified | 0 |
| Multi-Aspect Sentiment Analysis with Latent Sentiment-Aspect Attribution | Dec 15, 2020 | SentenceSentiment Analysis | —Unverified | 0 |
| Primer AI's Systems for Acronym Identification and Disambiguation | Dec 14, 2020 | document understandingSentence | CodeCode Available | 0 |
| Discovering Airline-Specific Business Intelligence from Online Passenger Reviews: An Unsupervised Text Analytics Approach | Dec 14, 2020 | Opinion MiningOptical Character Recognition (OCR) | —Unverified | 0 |
| KVL-BERT: Knowledge Enhanced Visual-and-Linguistic BERT for Visual Commonsense Reasoning | Dec 13, 2020 | SentenceVisual Commonsense Reasoning | —Unverified | 0 |
| MSVD-Turkish: A Comprehensive Multimodal Dataset for Integrated Vision and Language Research in Turkish | Dec 13, 2020 | Machine TranslationMultimodal Machine Translation | —Unverified | 0 |
| Syntactic representation learning for neural network based TTS with syntactic parse tree traversal | Dec 13, 2020 | DiversityRepresentation Learning | —Unverified | 0 |