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TitleStatusHype
Knowledge-Aware Meta-learning for Low-Resource Text ClassificationCode1
Efficient Test Time Adapter Ensembling for Low-resource Language VarietiesCode1
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum LearningCode1
Line as a Visual Sentence: Context-aware Line Descriptor for Visual LocalizationCode1
Improving Multilingual Translation by Representation and Gradient RegularizationCode1
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive SummarizationCode1
Smoothed Contrastive Learning for Unsupervised Sentence EmbeddingCode1
Graph Based Network with Contextualized Representations of Turns in DialogueCode1
Multi-granularity Textual Adversarial Attack with Behavior CloningCode1
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence EmbeddingCode1
Avoiding Inference Heuristics in Few-shot Prompt-based FinetuningCode1
PAUSE: Positive and Annealed Unlabeled Sentence EmbeddingCode1
Learning to Generate Scene Graph from Natural Language SupervisionCode1
STaCK: Sentence Ordering with Temporal Commonsense KnowledgeCode1
Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion ExtractionCode1
Data Efficient Masked Language Modeling for Vision and LanguageCode1
Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation ApproachCode1
Frustratingly Simple Pretraining Alternatives to Masked Language ModelingCode1
Contrastive Representation Learning for Exemplar-Guided Paraphrase GenerationCode1
Imposing Relation Structure in Language-Model Embeddings Using Contrastive LearningCode1
Towards Improving Adversarial Training of NLP ModelsCode1
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NERCode1
Plan-then-Generate: Controlled Data-to-Text Generation via PlanningCode1
Sentence Bottleneck Autoencoders from Transformer Language ModelsCode1
NEREL: A Russian Dataset with Nested Named Entities, Relations and EventsCode1
AEDA: An Easier Data Augmentation Technique for Text ClassificationCode1
DEGREE: A Data-Efficient Generation-Based Event Extraction ModelCode1
DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image SynthesisCode1
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text SummarizationCode1
Semantic-Preserving Adversarial Text AttacksCode1
Open Relation Modeling: Learning to Define Relations between EntitiesCode1
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsCode1
An Effective System for Multi-format Information ExtractionCode1
Aspect Sentiment Triplet Extraction Using Reinforcement LearningCode1
Discriminative Latent Semantic Graph for Video CaptioningCode1
Elaborative Rehearsal for Zero-shot Action RecognitionCode1
Video Abnormal Event Detection by Learning to Complete Visual Cloze TestsCode1
Controlled Text Generation as Continuous Optimization with Multiple ConstraintsCode1
Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space TranslationCode1
Bootstrapped Unsupervised Sentence Representation LearningCode1
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and OpinionsCode1
A unified approach to sentence segmentation of punctuated text in many languagesCode1
End-to-End AMR Coreference ResolutionCode1
On Finding the K-best Non-projective Dependency TreesCode1
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood EnsembleCode1
UIUC\_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP ContributionsCode1
Style is NOT a single variable: Case Studies for Cross-Stylistic Language UnderstandingCode1
Hate Speech Detection Based on Sentiment Knowledge SharingCode1
Controllable Sentence Simplification with a Unified Text-to-Text Transfer TransformerCode1
Document-level Event Extraction via Parallel Prediction NetworksCode1
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