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Holistic Sentence Embeddings for Better Out-of-Distribution Detection—0
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive PretrainingCode0
StyLEx: Explaining Style Using Human Lexical AnnotationsCode0
Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling—0
Sentence Ambiguity, Grammaticality and Complexity ProbesCode0
Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation—0
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence TranslationCode0
Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning—0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
PriMeSRL-Eval: A Practical Quality Metric for Semantic Role Labeling Systems EvaluationCode0
Better Smatch = Better Parser? AMR evaluation is not so simple anymoreCode0
On Text Style Transfer via Style Masked Language Models—0
Formal Semantic Geometry over Transformer-based Variational AutoEncoder—0
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair ModelingCode0
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding—0
Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector NetworkCode0
Natural Language Processing for Cognitive Analysis of Emotions—0
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders—0
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers—0
Characterization of anomalous diffusion through convolutional transformers—0
Multilingual Representation Distillation with Contrastive Learning—0
Hierarchical3D Adapters for Long Video-to-text Summarization—0
MMT: Image-guided Story Ending Generation with Multimodal Memory TransformerCode0
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions—0
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts—0
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