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Text Representation

2246 directly classified papers

Papers per year

Papers

Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
Sarcasm Detection in Tweets with BERT and GloVe Embeddings ACL 2020
CORD-19: The COVID-19 Open Research Dataset ACL 2020
Modeling Word Formation in English–German Neural Machine Translation ACL 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020
A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract) AAAI 2020
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention ACL 2020
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ACL 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks AACL 2020
Towards Debiasing Sentence Representations ACL 2020
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList ACL 2020
DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model EMNLP 2020
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs AACL 2020
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding EMNLP 2020
An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks AACL 2020
Attentive Pooling with Learnable Norms for Text Representation ACL 2020
The Non-native Speaker Aspect: Indian English in Social Media EMNLP 2020
Learning Numeral Embedding EMNLP 2020
A Four-Dialect Treebank for Occitan: Building Process and Parsing Experiments COLING 2020