conftrace_

document representation

114 papers

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DR

Co-occurring keywords

information retrieval (1514) text classification (6793) topic modeling (461) topic model (290) graph neural network (3962) attention mechanism (4001) neural topic model (75) word embedding (1764) neural network (6616) unsupervised learning (3264)

Papers

SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling ACL 2023
Length is a Curse and a Blessing for Document-level Semantics EMNLP 2023
PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction EMNLP 2023
Understanding Translationese in Cross-Lingual Summarization EMNLP 2023
Knowledge informed sustainability detection from short financial texts EMNLP 2022
Dynamic Context Extraction for Citation Classification IJCNLP 2022
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs IJCNLP 2022
AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction IJCNLP 2022
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph IJCNLP 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity NAACL 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NIPS 2022
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation Recommendation COLING 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022
Pseudo-Relevance for Enhancing Document Representation EMNLP 2022
Knowledge-Aware Bayesian Deep Topic Model NIPS 2022
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022
Sequence Level Contrastive Learning for Text Summarization AAAI 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SEMEVAL 2022
SDR: Efficient Neural Re-ranking using Succinct Document Representation ACL 2022
Algorithmic Diversity and Tiny Models: Comparing Binary Networks and the Fruit Fly Algorithm on Document Representation Tasks EMNLP 2022
Unsupervised Contextualized Document Representation EMNLP 2021
Deep Attention Diffusion Graph Neural Networks for Text Classification EMNLP 2021
Multiplex Graph Neural Network for Extractive Text Summarization EMNLP 2021
SelfDoc: Self-Supervised Document Representation Learning CVPR 2021