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Sentence Embeddings
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Parameter-free Sentence Embedding via Orthogonal Basis
SALSA-TEXT : self attentive latent space based adversarial text generation
Semantic Sentence Embeddings for Paraphrasing and Text Summarization
Text Summarization as Tree Transduction by Top-Down TreeLSTM
Learning and Evaluating Sparse Interpretable Sentence Embeddings
Paraphrase Detection on Noisy Subtitles in Six Languages
Categorizing Comparative Sentences
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features
Unsupervised Sentence Compression using Denoising Auto-Encoders
What If We Simply Swap the Two Text Fragments? A Straightforward yet Effective Way to Test the Robustness of Methods to Confounding Signals in Nature Language Inference Tasks
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations
Attention-based Neural Text Segmentation
Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation
Generating Text through Adversarial Training using Skip-Thought Vectors
Sentence Embeddings in NLI with Iterative Refinement Encoders
Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding
Paraphrase Thought: Sentence Embedding Module Imitating Human Language Recognition
Adversarial Neural Networks for Cross-lingual Sequence Tagging
Hierarchical Attention: What Really Counts in Various NLP Tasks
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings
Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems
Unsupervised Online Multitask Learning of Behavioral Sentence Embeddings
Enhancing Sentence Embedding with Generalized Pooling
Evaluation of sentence embeddings in downstream and linguistic probing tasks
Abstract Meaning Representation for Multi-Document Summarization
Embedding Text in Hyperbolic Spaces
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator
Toward Abstractive Summarization Using Semantic Representations
A Corpus for Multilingual Document Classification in Eight Languages
Filtering and Mining Parallel Data in a Joint Multilingual Space
Hyperbolic Neural Networks
Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents
Learning sentence embeddings using Recursive Networks
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