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text representation

527 papers

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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

Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
NEUROSENT-PDI at SemEval-2018 Task 7: Discovering Textual Relations With a Neural Network Model SEMEVAL 2018
Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
Question Condensing Networks for Answer Selection in Community Question Answering ACL 2018
Sentence-State LSTM for Text Representation ACL 2018
Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference COLING 2018
Mixed Membership Word Embeddings for Computational Social Science AISTATS 2018
LDR at SemEval-2018 Task 3: A Low Dimensional Text Representation for Irony Detection SEMEVAL 2018
DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding CONLL 2018
The interplay between lexical resources and Natural Language Processing NAACL 2018
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings NAACL 2018
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018
Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018
CARER: Contextualized Affect Representations for Emotion Recognition EMNLP 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates ACL 2018
Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
SEF@UHH at SemEval-2017 Task 1: Unsupervised Knowledge-Free Semantic Textual Similarity via Paragraph Vector SEMEVAL 2017
Instances and concepts in distributional space EACL 2017
Learning to Explain Non-Standard English Words and Phrases IJCNLP 2017
Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps EMNLP 2017
On the Distribution of Lexical Features at Multiple Levels of Analysis ACL 2017
A Neural Local Coherence Model ACL 2017
Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017