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Text Representation

2246 directly classified papers

Papers per year

Papers

Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021
A Simple and Effective Positional Encoding for Transformers EMNLP 2021
NPVec1: Word Embeddings for Nepali - Construction and Evaluation ACL 2021
Modelling General Properties of Nouns by Selectively Averaging Contextualised Embeddings IJCAI 2021
Method of Moments for Topic Models with Mixed Discrete and Continuous Features IJCAI 2021
The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models ACL 2021
BERT Goes Shopping: Comparing Distributional Models for Product Representations ACL 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021
On-the-fly Rectification for Robust Large-Vocabulary Topic Inference ICML 2021
DefSent: Sentence Embeddings using Definition Sentences ACL 2021
Datasets: A Community Library for Natural Language Processing EMNLP 2021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications EMNLP 2021
Measure and Evaluation of Semantic Divergence across Two Languages ACL 2021
Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning NIPS 2021
Conditional probing: measuring usable information beyond a baseline EMNLP 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders EMNLP 2021
TweeNLP: A Twitter Exploration Portal for Natural Language Processing ACL 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings ACL 2021
Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives ACL 2021
Semi-Supervised Joint Estimation of Word and Document Readability NAACL 2021
On Geodesic Distances and Contextual Embedding Compression for Text Classification NAACL 2021
A Statistical Extension of Byte-Pair Encoding ACL 2021
Identifying Distributional Perspectives from Colingual Groups NAACL 2021
Structure-aware Sentence Encoder in Bert-Based Siamese Network ACL 2021
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space EMNLP 2021