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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

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022
Fair NLP Models with Differentially Private Text Encoders EMNLP 2022
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media EMNLP 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022
NTULM: Enriching Social Media Text Representations with Non-Textual Units COLING 2022
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022
CORN: Co-Reasoning Network for Commonsense Question Answering COLING 2022
Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training IJCNLP 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction ACL 2022
Text Characterization Toolkit (TCT) IJCNLP 2022
Language as a fingerprint: Self-supervised learning of user encodings using transformers EMNLP 2022
CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost ACL 2022
BERTSeg: BERT Based Unsupervised Subword Segmentation for Neural Machine Translation AACL 2022
Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
The Document Vectors Using Cosine Similarity Revisited ACL 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution IJCNLP 2022
Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach ACL 2022
Deep Clustering of Text Representations for Supervision-Free Probing of Syntax AAAI 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Improving Graph-Based Text Representations with Character and Word Level N-grams IJCNLP 2022
Optimizing text representations to capture (dis)similarity between political parties CONLL 2022
Whodunit? Learning to Contrast for Authorship Attribution AACL 2022