| BERT-ASC: Auxiliary-Sentence Construction for Implicit Aspect Learning in Sentiment Analysis | Mar 22, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue | Mar 22, 2022 | Contrastive LearningMulti-Task Learning | —Unverified | 0 |
| Learning Confidence for Transformer-based Neural Machine Translation | Mar 22, 2022 | Machine TranslationNMT | CodeCode Available | 1 |
| Language modeling via stochastic processes | Mar 21, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error | Mar 21, 2022 | Discourse ParsingDomain Adaptation | CodeCode Available | 0 |
| Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation | Mar 21, 2022 | Document-level Relation ExtractionKnowledge Distillation | CodeCode Available | 1 |
| Quality Controlled Paraphrase Generation | Mar 21, 2022 | DiversityParaphrase Generation | CodeCode Available | 1 |
| Word Order Does Matter (And Shuffled Language Models Know It) | Mar 21, 2022 | PositionSegmentation | —Unverified | 0 |
| How Do We Answer Complex Questions: Discourse Structure of Long-form Answers | Mar 21, 2022 | FormNatural Questions | CodeCode Available | 1 |
| DEIM: An effective deep encoding and interaction model for sentence matching | Mar 20, 2022 | Answer SelectionNatural Language Inference | —Unverified | 0 |
| Parallel Instance Query Network for Named Entity Recognition | Mar 20, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision | Mar 20, 2022 | Deep LearningSentence | —Unverified | 0 |
| Radiology Text Analysis System (RadText): Architecture and Evaluation | Mar 19, 2022 | De-identificationnamed-entity-recognition | CodeCode Available | 1 |
| Neural Machine Translation with Phrase-Level Universal Visual Representations | Mar 19, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| GRS: Combining Generation and Revision in Unsupervised Sentence Simplification | Mar 18, 2022 | SentenceText Generation | CodeCode Available | 0 |
| Do Multilingual Language Models Capture Differing Moral Norms? | Mar 18, 2022 | SentenceXLM-R | —Unverified | 0 |
| DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection | Mar 17, 2022 | Entity LinkingFact Verification | —Unverified | 0 |
| PLANET: Dynamic Content Planning in Autoregressive Transformers for Long-form Text Generation | Mar 17, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RoMe: A Robust Metric for Evaluating Natural Language Generation | Mar 17, 2022 | Natural Language UnderstandingSemantic Similarity | CodeCode Available | 1 |
| Modeling Dual Read/Write Paths for Simultaneous Machine Translation | Mar 17, 2022 | de-enMachine Translation | CodeCode Available | 1 |
| Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework | Mar 17, 2022 | Machine TranslationPosition | —Unverified | 0 |
| Prediction of speech intelligibility with DNN-based performance measures | Mar 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals | Mar 16, 2022 | DecoderSentence | —Unverified | 0 |
