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Text Representation

2,258 papers

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Papers

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
EntEval: A Holistic Evaluation Benchmark for Entity Representations IJCNLP 2019
Parameter-free Sentence Embedding via Orthogonal Basis IJCNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations IJCNLP 2019
Tree Transformer: Integrating Tree Structures into Self-Attention IJCNLP 2019
Analytical Methods for Interpretable Ultradense Word Embeddings IJCNLP 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization IJCNLP 2019
Vecalign: Improved Sentence Alignment in Linear Time and Space IJCNLP 2019
Investigating the Effectiveness of BPE: The Power of Shorter Sequences IJCNLP 2019
HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation IJCNLP 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection IJCNLP 2019
Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering IJCNLP 2019
Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction IJCNLP 2019
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings IJCNLP 2019
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space IJCNLP 2019
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling IJCNLP 2019
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja IJCNLP 2019
SciBERT: A Pretrained Language Model for Scientific Text IJCNLP 2019
Text Summarization with Pretrained Encoders IJCNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? IJCNLP 2019
On Efficient Retrieval of Top Similarity Vectors IJCNLP 2019
Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution IJCNLP 2019
Examining Gender Bias in Languages with Grammatical Gender IJCNLP 2019