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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

Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract) AAAI 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings EMNLP 2023
An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023
Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract) AAAI 2023
Exploring Automatically Perturbed Natural Language Explanations in Relation Extraction ACL 2023
The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP EMNLP 2023
One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations ACL 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SEMEVAL 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations EMNLP 2023
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023
Tokenization with Factorized Subword Encoding ACL 2023
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL 2023
Contextualized Soft Prompts for Extraction of Event Arguments ACL 2023
lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies ACL 2023
Extracting Text Representations for Terms and Phrases in Technical Domains ACL 2023
Analyzing Text Representations by Measuring Task Alignment ACL 2023
Improving Speech Translation by Fusing Speech and Text EMNLP 2023
An Inner Table Retriever for Robust Table Question Answering ACL 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
ConTextual Masked Auto-Encoder for Dense Passage Retrieval AAAI 2023