| Making Small Language Models Better Few-Shot Learners | Nov 16, 2021 | Few-Shot LearningKnowledge Distillation | —Unverified | 0 |
| Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters | Nov 12, 2021 | AllSentence | CodeCode Available | 0 |
| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| DMix: Distance Constrained Interpolative Mixup | Nov 1, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 |
| Reconstruction Attack on Instance Encoding for Language Understanding | Nov 1, 2021 | Privacy PreservingReconstruction Attack | —Unverified | 0 |
| Locality Preserving Sentence Encoding | Nov 1, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports | Oct 7, 2021 | ClassificationSentence | CodeCode Available | 0 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding | Oct 1, 2021 | SentenceSentence Classification | —Unverified | 0 |
| A Simple and Effective Model for Multi-Hop Question Generation | Sep 17, 2021 | Question GenerationQuestion-Generation | —Unverified | 0 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Counterfactual Adversarial Learning with Representation Interpolation | Sep 10, 2021 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| Tree-Constrained Graph Neural Networks For Argument Mining | Sep 2, 2021 | Argument MiningSentence | CodeCode Available | 0 |
| Sentence Bottleneck Autoencoders from Transformer Language Models | Aug 31, 2021 | DecoderDenoising | CodeCode Available | 1 |
| Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions | Aug 27, 2021 | Question AnsweringSentence | CodeCode Available | 0 |
| TextCNN with Attention for Text Classification | Aug 4, 2021 | ClassificationNetwork Embedding | CodeCode Available | 0 |
| Towards a Better Understanding Human Reading Comprehension with Brain Signals | Aug 3, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection | Aug 1, 2021 | SentenceSentence Classification | CodeCode Available | 0 |
| Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection | Aug 1, 2021 | ArticlesBinary Classification | —Unverified | 0 |
| Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection | Aug 1, 2021 | ArticlesData Augmentation | —Unverified | 0 |
| Multilingual Protest News Detection - Shared Task 1, CASE 2021 | Aug 1, 2021 | BenchmarkingDecision Making | —Unverified | 0 |
| A Span-based Dynamic Local Attention Model for Sequential Sentence Classification | Aug 1, 2021 | ClassificationSentence | —Unverified | 0 |
| Learning to Solve NLP Tasks in an Incremental Number of Languages | Aug 1, 2021 | Continual LearningRelational Reasoning | —Unverified | 0 |
| ``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms | Aug 1, 2021 | ClassificationSentence | —Unverified | 0 |
