Resources & Methods

Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing NAACL 2018 Learning Cross-lingual Distributed Logical Representations for Semantic Parsing ACL 2018 Learning Distributional Token Representations from Visual Features ACL 2018 Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types COLING 2018 Learning Gender-Neutral Word Embeddings EMNLP 2018 Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling ICML 2018 Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML 2018 Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data EMNLP 2018 Learning Multilingual Topics from Incomparable Corpora COLING 2018 Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018 Learning Scalar Adjective Intensity from Paraphrases EMNLP 2018 Learning to Define Terms in the Software Domain EMNLP 2018 Learning Unsupervised Word Translations Without Adversaries EMNLP 2018 Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018 Learning Word Meta-Embeddings by Autoencoding COLING 2018 Leaving no token behind: comprehensive (and delicious) annotation of MWEs and supersenses COLING 2018 Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation NAACL 2018 Lessons Learned in Multilingual Grounded Language Learning CoNLL 2018 Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention EMNLP 2018 Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora COLING 2018 Lexical Conceptual Structure of Literal and Metaphorical Spatial Language: A Case Study of “Push” NAACL 2018 Lightweight Random Indexing for Polylingual Text Classification (Extended Abstract) IJCAI 2018 Limitations of Cross-Lingual Learning from Image Search ACL 2018 Linguistic Features of Sarcasm and Metaphor Production Quality NAACL 2018 Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort COLING 2018