conftrace_

document embedding

93 papers

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Co-occurring keywords

text classification (6793) representation learning (6206) unsupervised learning (3264) text representation (528) topic modeling (461) contrastive learning (4032) information retrieval (1514) sentence embedding (502) semantic similarity (910) word embedding (1764)

Papers

Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning ACL 2023
Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information ACL 2023
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations EMNLP 2023
MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents ACL 2023
CSECU-DSG at SemEval-2023 Task 10: Exploiting Transformers with Stacked LSTM for the Explainable Detection of Online Sexism ACL 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels ACL 2023
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification NIPS 2022
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal AACL 2022
IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media ACL 2022
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction ACL 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification IJCNLP 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022
ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification NAACL 2022
BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity NAACL 2022
Optimizing text representations to capture (dis)similarity between political parties CONLL 2022
Coordinated Topic Modeling EMNLP 2022
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal IJCNLP 2022
Sentence-level Privacy for Document Embeddings ACL 2022
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling ACL 2021
Building the Directed Semantic Graph for Coherent Long Text Generation EMNLP 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence IJCNLP 2021
FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering IJCNLP 2021