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Text Representation

2246 directly classified papers

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Papers

Efficient Document Embeddings via Self-Contrastive Bregman Divergence Learning ACL 2023
Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition EACL 2023
Evaluating Factual Consistency of Texts with Semantic Role Labeling ACL 2023
A Self-Supervised Integration Method of Pretrained Language Models and Word Definitions ACL 2023
Rethinking Dictionaries and Glyphs for Chinese Language Pre-training ACL 2023
Learning Word Embeddings for Ukrainian: A Comparative Study of FastText Hyperparameters EACL 2023
MTEB: Massive Text Embedding Benchmark EACL 2023
Improving Low-resource RRG Parsing with Structured Gloss Embeddings EACL 2023
Enriching Multiword Terms in Wiktionary with Pronunciation Information EACL 2023
LFTK: Handcrafted Features in Computational Linguistics ACL 2023
MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network NAACL 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022
Label Definitions Improve Semantic Role Labeling NAACL 2022
IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022
Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work IJCNLP 2022
Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables NAACL 2022
Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding COLING 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022
Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022
Global Entity Disambiguation with BERT NAACL 2022