Text Representation

Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020 Universal Dependencies for Manx Gaelic COLING 2020 Universal Dependency Treebank for Xibe COLING 2020 Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias COLING 2020 Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020 Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ACL 2020 Using Alternate Representations of Text for Natural Language Understanding ACL 2020 Verification, Reproduction and Replication of NLP Experiments: a Case Study on Parsing Universal Dependencies COLING 2020 WEFE: The Word Embeddings Fairness Evaluation Framework IJCAI 2020 What determines the order of adjectives in English? Comparing efficiency-based theories using dependency treebanks ACL 2020 What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020 When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020 Will it Unblend? EMNLP 2020 word2ket: Space-efficient Word Embeddings inspired by Quantum Entanglement ICLR 2020 Word associations and the distance properties of context-aware word embeddings CoNLL 2020 Word Embedding Binarization with Semantic Information Preservation COLING 2020 Word Embeddings as Tuples of Feature Probabilities ACL 2020 Word Representations Concentrate and This is Good News! CoNLL 2020 Word Rotator’s Distance EMNLP 2020 ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020 A Case Study on Meaning Representation for Vietnamese ACL 2019 Additive Compositionality of Word Vectors EMNLP 2019 Adversarial Decomposition of Text Representation NAACL 2019 A Framework for Decoding Event-Related Potentials from Text NAACL 2019 Analogies Explained: Towards Understanding Word Embeddings ICML 2019