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Text Representation

2,258 papers

Papers per year

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Papers

Measure and Evaluation of Semantic Divergence across Two Languages IJCNLP 2021
Assessing Emoji Use in Modern Text Processing Tools IJCNLP 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification IJCNLP 2021
Implicit Representations of Meaning in Neural Language Models IJCNLP 2021
TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance IJCNLP 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals IJCNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021
Pre-training Universal Language Representation IJCNLP 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models IJCNLP 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation IJCNLP 2021
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter IJCNLP 2021
Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring IJCNLP 2021
Accelerating Text Communication via Abbreviated Sentence Input IJCNLP 2021
Dynamic Contextualized Word Embeddings IJCNLP 2021
ReadOnce Transformers: Reusable Representations of Text for Transformers IJCNLP 2021
Relative Importance in Sentence Processing IJCNLP 2021
DefSent: Sentence Embeddings using Definition Sentences IJCNLP 2021
Discrete Cosine Transform as Universal Sentence Encoder IJCNLP 2021
Improving Arabic Diacritization with Regularized Decoding and Adversarial Training IJCNLP 2021
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space IJCNLP 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence IJCNLP 2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering IJCNLP 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings IJCNLP 2021
Tools Impact on the Quality of Annotations for Chat Untangling IJCNLP 2021
SciConceptMiner: A system for large-scale scientific concept discovery IJCNLP 2021