Text Representation

Ask2Transformers: Zero-Shot Domain labelling with Pretrained Language Models EACL 2021 A Statistical Extension of Byte-Pair Encoding ACL 2021 AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions EMNLP 2021 AutoAspect: Automatic Annotation of Tense and Aspect for Uniform Meaning Representations EMNLP 2021 “Average” Approximates “First Principal Component”? An Empirical Analysis on Representations from Neural Language Models EMNLP 2021 BAHP: Benchmark of Assessing Word Embeddings in Historical Portuguese EMNLP 2021 BERTese: Learning to Speak to BERT EACL 2021 BERT Goes Shopping: Comparing Distributional Models for Product Representations ACL 2021 BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021 Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021 Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge NAACL 2021 Building Interpretable Interaction Trees for Deep NLP Models AAAI 2021 Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation SemEval 2021 Can a Fruit Fly Learn Word Embeddings? ICLR 2021 Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color CoNLL 2021 Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality EMNLP 2021 Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ACL 2021 Character Set Construction for Chinese Language Learning EACL 2021 Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context EMNLP 2021 Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts EMNLP 2021 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet ACL 2021 COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List NAACL 2021 Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification EACL 2021 Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021 Conditional probing: measuring usable information beyond a baseline EMNLP 2021