Text Representation

PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020 Predicting Degrees of Technicality in Automatic Terminology Extraction ACL 2020 Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings EMNLP 2020 Prediction Focused Topic Models via Feature Selection AISTATS 2020 Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings EMNLP 2020 Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020 Probing Multilingual BERT for Genetic and Typological Signals COLING 2020 Provenance for Linguistic Corpora through Nanopublications COLING 2020 P-SIF: Document Embeddings Using Partition Averaging AAAI 2020 QuASE: Question-Answer Driven Sentence Encoding ACL 2020 Reflection-based Word Attribute Transfer ACL 2020 Representation Learning for Type-Driven Composition CoNLL 2020 Revisiting the Context Window for Cross-lingual Word Embeddings ACL 2020 Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs AACL 2020 S2ORC: The Semantic Scholar Open Research Corpus ACL 2020 Sarcasm Detection in Tweets with BERT and GloVe Embeddings ACL 2020 SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. EMNLP 2020 Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract) AAAI 2020 SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation AAAI 2020 Sentence Analogies: Linguistic Regularities in Sentence Embeddings COLING 2020 SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge EMNLP 2020 “Shakespeare in the Vectorian Age” – An evaluation of different word embeddings and NLP parameters for the detection of Shakespeare quotes COLING 2020 Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder EMNLP 2020 Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ACL 2020 Sparse and Continuous Attention Mechanisms NeurIPS 2020