conftrace_

word embedding

1764 papers

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WE

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text classification (6793) representation learning (6206) semantic similarity (910) sentiment analysis (2084) unsupervised learning (3264) neural network (6616) gender bia (435) named entity recognition (2813) language model (4599) natural language processing (2034)

Papers

Cross-lingual Annotation Projection in Legal Texts COLING 2020
Rethinking Topic Modelling: From Document-Space to Term-Space EMNLP 2020
Evaluating Word Embeddings for Language Acquisition EMNLP 2020
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification COLING 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
DCC-Uchile at SemEval-2020 Task 1: Temporal Referencing Word Embeddings COLING 2020
Cross-lingual Embeddings Reveal Universal and Lineage-Specific Patterns in Grammatical Gender Assignment EMNLP 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings EMNLP 2020
Neural-DINF: A Neural Network based Framework for Measuring Document Influence ACL 2020
3218IR at SemEval-2020 Task 11: Conv1D and Word Embedding in Propaganda Span Identification at News Articles COLING 2020
Specializing Word Embeddings (for Parsing) by Information Bottleneck (Extended Abstract) IJCAI 2020
A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL 2020
LT3 at SemEval-2020 Task 7: Comparing Feature-Based and Transformer-Based Approaches to Detect Funny Headlines COLING 2020
HyperText: Endowing FastText with Hyperbolic Geometry EMNLP 2020
Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings (Student Abstract) AAAI 2020
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020
Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? INTERSPEECH 2020
Context Mover’s Distance & Barycenters: Optimal Transport of Contexts for Building Representations AISTATS 2020
Conversational Word Embedding for Retrieval-Based Dialog System ACL 2020
Rapid Enhancement of NLP Systems by Acquisition of Data in Correlated Domains INTERSPEECH 2020
Learning Geometric Word Meta-Embeddings ACL 2020
Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation ACL 2020
IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection SEMEVAL 2020
Geometry-aware domain adaptation for unsupervised alignment of word embeddings ACL 2020
GloVeInit at SemEval-2020 Task 1: Using GloVe Vector Initialization for Unsupervised Lexical Semantic Change Detection SEMEVAL 2020