| Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning | Nov 1, 2021 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| Exploring Multitask Learning for Low-Resource Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| Casting the Same Sentiment Classification Problem | Nov 1, 2021 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Stacked AMR Parsing with Silver Data | Nov 1, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning | Nov 1, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| ODIST: Open World Classification via Distributionally Shifted Instances | Nov 1, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling Mathematical Notation Semantics in Academic Papers | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaffolded input promotes atomic organization in the recurrent neural network language model | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains | Nov 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| A practical perspective on connective generation | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hyperparameter Power Impact in Transformer Language Model Training | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Synonym Recommendation Using Sentence Context | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Role of Corpus Ordering in Language Modeling | Nov 1, 2021 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Discovery of Unaccusative and Unergative Verbs | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-adaptation of spherical embeddings | Nov 1, 2021 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition | Nov 1, 2021 | Action RecognitionLanguage Modeling | CodeCode Available | 1 |
| Efficiently Modeling Long Sequences with Structured State Spaces | Oct 31, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation | Oct 31, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| R-BERT-CNN: Drug-target interactions extraction from biomedical literature | Oct 31, 2021 | ArticlesDrug Discovery | —Unverified | 0 |
| Top1 Solution of QQ Browser 2021 Ai Algorithm Competition Track 1 : Multimodal Video Similarity | Oct 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automatic Knowledge Augmentation for Generative Commonsense Reasoning | Oct 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments | Oct 30, 2021 | ChatbotLanguage Modeling | —Unverified | 0 |
| Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition | Oct 29, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model | Oct 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semi-Siamese Bi-encoder Neural Ranking Model Using Lightweight Fine-Tuning | Oct 28, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5 | Oct 28, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Scatterbrain: Unifying Sparse and Low-rank Attention Approximation | Oct 28, 2021 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Deciphering the Language of Nature: A transformer-based language model for deleterious mutations in proteins | Oct 27, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Discovering Non-monotonic Autoregressive Orderings with Variational Inference | Oct 27, 2021 | DecoderImage Captioning | CodeCode Available | 1 |
| AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain | Oct 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hierarchical Transformers Are More Efficient Language Models | Oct 26, 2021 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| Distributionally Robust Recurrent Decoders with Random Network Distillation | Oct 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| No News is Good News: A Critique of the One Billion Word Benchmark | Oct 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Paradigm Shift in Language Modeling: Revisiting CNN for Modeling Sanskrit Originated Bengali and Hindi Language | Oct 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sentence Punctuation for Collaborative Commentary Generation in Esports Live-Streaming | Oct 24, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Spanish Legalese Language Model and Corpora | Oct 23, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ClimateBert: A Pretrained Language Model for Climate-Related Text | Oct 22, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| Text Counterfactuals via Latent Optimization and Shapley-Guided Search | Oct 22, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training | Oct 20, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LMSOC: An Approach for Socially Sensitive Pretraining | Oct 20, 2021 | Cloze TestGraph Representation Learning | CodeCode Available | 1 |
| Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles | Oct 20, 2021 | ClassificationFake News Detection | CodeCode Available | 0 |
| Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction | Oct 20, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| JavaBERT: Training a transformer-based model for the Java programming language | Oct 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowledge distillation from language model to acoustic model: a hierarchical multi-task learning approach | Oct 20, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |