text representation

527 papers

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Also known as

TRM TF-IDF

Co-occurring keywords

representation learning (6174) word embedding (1764) contrastive learning (3979) large language model (12755) text classification (6776) information retrieval (1493) transfer learning (5442) question answering (2904) semantic similarity (906) multimodal learning (4622)

Papers

Fair NLP Models with Differentially Private Text Encoders EMNLP 2022

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022

Optimizing text representations to capture (dis)similarity between political parties CONLL 2022

Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022

Whodunit? Learning to Contrast for Authorship Attribution AACL 2022

Understanding Politics via Contextualized Discourse Processing EMNLP 2021

Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings EMNLP 2021

Frustratingly Simple Pretraining Alternatives to Masked Language Modeling EMNLP 2021

Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically EMNLP 2021

Improving Arabic Diacritization with Regularized Decoding and Adversarial Training IJCNLP 2021

Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval EMNLP 2021

DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021

DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations IJCNLP 2021

Inducing Language-Agnostic Multilingual Representations ACL 2021

Span Fine-tuning for Pre-trained Language Models EMNLP 2021

When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions EMNLP 2021

Semantic Frame Forecast NAACL 2021

hub at SemEval-2021 Task 1: Fusion of Sentence and Word Frequency to Predict Lexical Complexity ACL 2021

ReadOnce Transformers: Reusable Representations of Text for Transformers IJCNLP 2021

ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021

Semantic Similarity Based Evaluation for Abstractive News Summarization ACL 2021

Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021

DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021

Discrete Cosine Transform as Universal Sentence Encoder ACL 2021

Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework EMNLP 2021