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Text Representation

2246 directly classified papers

Papers per year

Papers

Modeling the Music Genre Perception across Language-Bound Cultures EMNLP 2020
Coding Textual Inputs Boosts the Accuracy of Neural Networks EMNLP 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines EMNLP 2020
Combining Subword Representations into Word-level Representations in the Transformer Architecture ACL 2020
IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020
An information theoretic view on selecting linguistic probes EMNLP 2020
SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction. EMNLP 2020
Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ACL 2020
Towards Grounding of Formulae EMNLP 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP 2020
Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020
A Data-Centric Framework for Composable NLP Workflows EMNLP 2020
ETC: Encoding Long and Structured Inputs in Transformers EMNLP 2020
fugashi, a Tool for Tokenizing Japanese in Python EMNLP 2020
Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors EMNLP 2020
Understanding the Source of Semantic Regularities in Word Embeddings EMNLP 2020
Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model EMNLP 2020
Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020
Are All Good Word Vector Spaces Isomorphic? EMNLP 2020
Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? ACL 2020
Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation ACL 2020