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Text Representation

2246 directly classified papers

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Papers

Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019
Investigating the Effectiveness of BPE: The Power of Shorter Sequences IJCNLP 2019
Parameter-free Sentence Embedding via Orthogonal Basis IJCNLP 2019
Modeling Semantic Compositionality with Sememe Knowledge ACL 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization IJCNLP 2019
Analytical Methods for Interpretable Ultradense Word Embeddings IJCNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations IJCNLP 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming ACL 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations IJCNLP 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019
Examining Gender Bias in Languages with Grammatical Gender IJCNLP 2019
On Efficient Retrieval of Top Similarity Vectors IJCNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? IJCNLP 2019
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling IJCNLP 2019
Entity-Centric Contextual Affective Analysis ACL 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection IJCNLP 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction IJCNLP 2019
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View ACL 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings IJCNLP 2019
Correlations between Word Vector Sets IJCNLP 2019
Delta Embedding Learning ACL 2019
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ACL 2019
Topic-Aware Neural Keyphrase Generation for Social Media Language ACL 2019
Online Infix Probability Computation for Probabilistic Finite Automata ACL 2019