| Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation | Apr 18, 2021 | SentenceZero-Shot Learning | —Unverified | 0 |
| On the Influence of Masking Policies in Intermediate Pre-training | Apr 18, 2021 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation | Apr 18, 2021 | FormHallucination | CodeCode Available | 1 |
| Reference-based Weak Supervision for Answer Sentence Selection using Web Data | Apr 18, 2021 | Sentence | —Unverified | 0 |
| Flexible Generation of Natural Language Deductions | Apr 18, 2021 | Sentence | CodeCode Available | 1 |
| Multilingual and Cross-Lingual Intent Detection from Spoken Data | Apr 17, 2021 | Few-Shot LearningIntent Detection | —Unverified | 0 |
| Multi-Perspective Abstractive Answer Summarization | Apr 17, 2021 | Community Question AnsweringQuestion Answering | —Unverified | 0 |
| Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation | Apr 17, 2021 | Data AugmentationMachine Translation | —Unverified | 0 |
| Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training | Apr 17, 2021 | Cross-Lingual TransferSentence | CodeCode Available | 0 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 |
| Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification | Apr 17, 2021 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Sentence Alignment with Parallel Documents Facilitates Biomedical Machine Translation | Apr 17, 2021 | ArticlesMachine Translation | CodeCode Available | 0 |
| Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification | Apr 17, 2021 | General ClassificationMulti-Domain Sentiment Classification | —Unverified | 0 |
| ASBERT: Siamese and Triplet network embedding for open question answering | Apr 17, 2021 | Answer SelectionNetwork Embedding | —Unverified | 0 |
| Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales | Apr 17, 2021 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Context-Aware Interaction Network for Question Matching | Apr 17, 2021 | SentenceText Matching | —Unverified | 0 |
| Re-TACRED: Addressing Shortcomings of the TACRED Dataset | Apr 16, 2021 | Relation ExtractionSentence | CodeCode Available | 1 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors | Apr 16, 2021 | Multi-Task LearningRelation | —Unverified | 0 |
| An Empirical Study of Extrapolation in Text Generation with Scalar Control | Apr 16, 2021 | SentenceText Generation | —Unverified | 0 |
| Segmenting Subtitles for Correcting ASR Segmentation Errors | Apr 16, 2021 | Information RetrievalMachine Translation | —Unverified | 0 |
| LU-BZU at SemEval-2021 Task 2: Word2Vec and Lemma2Vec performance in Arabic Word-in-Context disambiguation | Apr 16, 2021 | 2kLEMMA | —Unverified | 0 |
| Holmes: An Efficient and Lightweight Semantic Based Anomalous Email Detector | Apr 16, 2021 | Anomaly DetectionNovelty Detection | —Unverified | 0 |
| Context-Adaptive Document-Level Neural Machine Translation | Apr 16, 2021 | Machine TranslationNMT | —Unverified | 0 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| Improving Gender Translation Accuracy with Filtered Self-Training | Apr 15, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Bilingual Terminology Extraction from Comparable E-Commerce Corpora | Apr 15, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining | Apr 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Rethinking Automatic Evaluation in Sentence Simplification | Apr 15, 2021 | Machine TranslationSentence | CodeCode Available | 1 |
| Detect and Classify -- Joint Span Detection and Classification for Health Outcomes | Apr 15, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Sentence-Permuted Paragraph Generation | Apr 15, 2021 | DiversitySentence | CodeCode Available | 1 |
| Unmasking the Mask -- Evaluating Social Biases in Masked Language Models | Apr 15, 2021 | Selection biasSentence | CodeCode Available | 1 |
| Hierarchical Learning for Generation with Long Source Sequences | Apr 15, 2021 | DecoderDocument Level Machine Translation | —Unverified | 0 |
| Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models | Apr 15, 2021 | SensitivitySentence | —Unverified | 0 |
| Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models | Apr 15, 2021 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Generating Datasets with Pretrained Language Models | Apr 15, 2021 | Semantic Textual SimilaritySentence | CodeCode Available | 1 |
| First the worst: Finding better gender translations during beam search | Apr 15, 2021 | DiversityMachine Translation | CodeCode Available | 0 |
| A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers | Apr 15, 2021 | Multiple Instance LearningRelation | —Unverified | 0 |
| Is Everything in Order? A Simple Way to Order Sentences | Apr 14, 2021 | Conditional Text GenerationSentence | CodeCode Available | 1 |
| Sentence Embeddings by Ensemble Distillation | Apr 14, 2021 | Knowledge DistillationSemantic Textual Similarity | —Unverified | 0 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning | Apr 14, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis | Apr 14, 2021 | Dependency ParsingRepresentation Learning | —Unverified | 0 |
| IGA : An Intent-Guided Authoring Assistant | Apr 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews | Apr 14, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| Fall of Giants: How popular text-based MLaaS fall against a simple evasion attack | Apr 13, 2021 | BIG-bench Machine LearningSentence | CodeCode Available | 0 |
| Document-Level Event Argument Extraction by Conditional Generation | Apr 13, 2021 | Document-level Event ExtractionEvent Argument Extraction | CodeCode Available | 1 |
| Discourse Probing of Pretrained Language Models | Apr 13, 2021 | Sentence | CodeCode Available | 1 |
| From Solving a Problem Boldly to Cutting the Gordian Knot: Idiomatic Text Generation | Apr 13, 2021 | SentenceText Generation | —Unverified | 0 |
| Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering | Apr 13, 2021 | Sentence | CodeCode Available | 0 |
| Evaluating Saliency Methods for Neural Language Models | Apr 12, 2021 | Sentence | CodeCode Available | 0 |