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

Comparing Text Representations: A Theory-Driven Approach EMNLP 2021

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models ACL 2021

EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021

A Semantic-based Method for Unsupervised Commonsense Question Answering IJCNLP 2021

Input Representations for Parsing Discourse Representation Structures: Comparing English with Chinese ACL 2021

FantasyCoref: Coreference Resolution on Fantasy Literature Through Omniscient Writer’s Point of View EMNLP 2021

Attentive Multiview Text Representation for Differential Diagnosis IJCNLP 2021

Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations IJCNLP 2021

LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021

Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning IJCNLP 2021

NPVec1: Word Embeddings for Nepali - Construction and Evaluation IJCNLP 2021

Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021

Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction NAACL 2021

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021

Enhanced Language Representation with Label Knowledge for Span Extraction EMNLP 2021

Learning Dense Representations of Phrases at Scale ACL 2021

Using Word Embedding to Reveal Monetary Policy Explanation Changes EMNLP 2021

Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021

PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021

Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings EACL 2021

Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021

Transformer-based Screenplay Summarization Using Augmented Learning Representation with Dialogue Information NAACL 2021

Condenser: a Pre-training Architecture for Dense Retrieval EMNLP 2021

An unsupervised framework for tracing textual sources of moral change EMNLP 2021

Textual Representations for Crosslingual Information Retrieval IJCNLP 2021