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Representation Learning

20,822 papers

Papers per year

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Papers

SpanAlign: Sentence Alignment Method based on Cross-Language Span Prediction and ILP COLING 2020
Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING 2020
A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings COLING 2020
Answer-driven Deep Question Generation based on Reinforcement Learning COLING 2020
Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction COLING 2020
Unsupervised Fine-tuning for Text Clustering COLING 2020
Embedding Meta-Textual Information for Improved Learning to Rank COLING 2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization COLING 2020
Multimodal Sentence Summarization via Multimodal Selective Encoding COLING 2020
Exploiting a lexical resource for discourse connective disambiguation in German COLING 2020
Towards automatically generating Questions under Discussion to link information and discourse structure COLING 2020
Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings COLING 2020
How coherent are neural models of coherence? COLING 2020
Explainable and Sparse Representations of Academic Articles for Knowledge Exploration COLING 2020
Modeling Evolution of Message Interaction for Rumor Resolution COLING 2020
Regularized Attentive Capsule Network for Overlapped Relation Extraction COLING 2020
Don’t Invite BERT to Drink a Bottle: Modeling the Interpretation of Metonymies Using BERT and Distributional Representations COLING 2020
Neural Language Modeling for Named Entity Recognition COLING 2020
An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation COLING 2020
Delexicalized Paraphrase Generation COLING 2020
Investigating Rich Feature Sources for Conceptual Representation Encoding COLING 2020
Speech Disfluencies occur at Higher Perplexities COLING 2020
Characterizing Dynamic Word Meaning Representations in the Brain COLING 2020
A Dataset for Anaphora Analysis in French Emails COLING 2020
BERT-based similarity learning for product matching COLING 2020