| Charformer: Fast Character Transformers via Gradient-based Subword Tokenization | Jun 23, 2021 | Inductive BiasLinguistic Acceptability | CodeCode Available | 1 |
| Improving Paraphrase Detection with the Adversarial Paraphrasing Task | Jun 14, 2021 | Dataset GenerationParaphrase Identification | CodeCode Available | 1 |
| Factorising Meaning and Form for Intent-Preserving Paraphrasing | May 31, 2021 | DecoderForm | CodeCode Available | 1 |
| FNet: Mixing Tokens with Fourier Transforms | May 9, 2021 | Linguistic AcceptabilityMachine Translation | CodeCode Available | 1 |
| Entailment as Few-Shot Learner | Apr 29, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks | Apr 9, 2021 | Natural Language InferenceParaphrase Identification | CodeCode Available | 0 |
| XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP | Jan 1, 2021 | Cross-Lingual TransferData Augmentation | —Unverified | 0 |
| Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning | Dec 22, 2020 | Generalization BoundsLanguage Modeling | CodeCode Available | 1 |
| RealFormer: Transformer Likes Residual Attention | Dec 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Self-Explaining Structures Improve NLP Models | Dec 3, 2020 | Natural Language InferenceParaphrase Identification | CodeCode Available | 1 |
| Adversarial Semantic Collisions | Nov 9, 2020 | Extractive SummarizationParaphrase Identification | CodeCode Available | 1 |
| Inducing Alignment Structure with Gated Graph Attention Networks for Sentence Matching | Oct 15, 2020 | Graph AttentionParaphrase Identification | —Unverified | 0 |
| PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge | Oct 8, 2020 | Paraphrase Identification | CodeCode Available | 1 |
| BET: A Backtranslation Approach for Easy Data Augmentation in Transformer-based Paraphrase Identification Context | Sep 25, 2020 | Data AugmentationMRPC | CodeCode Available | 1 |
| Pay Attention when Required | Sep 9, 2020 | Language ModellingParaphrase Identification | CodeCode Available | 0 |
| Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification | Jul 22, 2020 | Community Question AnsweringParaphrase Identification | —Unverified | 0 |
| An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models | Jul 14, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 |
| Experiments on Paraphrase Identification Using Quora Question Pairs Dataset | Jun 4, 2020 | Binary ClassificationParaphrase Identification | —Unverified | 0 |
| Pointwise Paraphrase Appraisal is Potentially Problematic | May 25, 2020 | Binary ClassificationParaphrase Identification | —Unverified | 0 |
| What Do Questions Exactly Ask? MFAE: Duplicate Question Identification with Multi-Fusion Asking Emphasis | May 7, 2020 | Community Question AnsweringNatural Language Inference | CodeCode Available | 1 |
| Cross-Lingual Adaptation Using Universal Dependencies | Mar 24, 2020 | Paraphrase IdentificationRelation Extraction | —Unverified | 0 |
| TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding | Mar 16, 2020 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Matching Text with Deep Mutual Information Estimation | Mar 9, 2020 | Answer SelectionMutual Information Estimation | —Unverified | 0 |
| Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems | Nov 18, 2019 | intent-classificationIntent Classification | —Unverified | 0 |
