Sound Analogies with Phoneme Embeddings Jan 1, 2018 Semantic Textual Similarity Word Embeddings
— Unverified Detecting Language Impairments in Autism: A Computational Analysis of Semi-structured Conversations with Vector Semantics Jan 1, 2018 Semantic Textual Similarity
— Unverified Evaluating the Stability of Embedding-based Word Similarities Jan 1, 2018 Semantic Textual Similarity Word Embeddings
— Unverified Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision Jan 1, 2018 Dependency Parsing Object
Code Code Available Beyond Word2Vec: Embedding Words and Phrases in Same Vector Space Dec 18, 2017 Phrase Vector Embedding Semantic Textual Similarity
Code Code Available Soft Seeded SSL Graphs for Unsupervised Semantic Similarity-based Retrieval Dec 15, 2017 Question Answering Retrieval
— Unverified Learning Modality-Invariant Representations for Speech and Images Dec 11, 2017 Information Retrieval Retrieval
— Unverified Multimodal Visual Concept Learning with Weakly Supervised Techniques Dec 3, 2017 Action Recognition Descriptive
Code Code Available Neural Networks for Semantic Textual Similarity Dec 1, 2017 Semantic Textual Similarity
— Unverified SemTagger: A Novel Approach for Semantic Similarity Based Hashtag Recommendation on Twitter Dec 1, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Suggesting Sentences for ESL using Kernel Embeddings Dec 1, 2017 Retrieval Semantic Textual Similarity
— Unverified Calculating Semantic Similarity between Academic Articles using Topic Event and Ontology Nov 30, 2017 Articles document understanding
— Unverified Addressing Cross-Lingual Word Sense Disambiguation on Low-Density Languages: Application to Persian Nov 16, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations Nov 15, 2017 Machine Translation Natural Language Understanding
— Unverified Semantic Similarity Analysis for Paraphrase Identification in Arabic Texts Nov 1, 2017 Paraphrase Identification Semantic Similarity
— Unverified SSAS: Semantic Similarity for Abstractive Summarization Nov 1, 2017 Abstractive Text Summarization Natural Language Inference
— Unverified Are Manually Prepared Affective Lexicons Really Useful for Sentiment Analysis Nov 1, 2017 Semantic Textual Similarity Sentiment Analysis
— Unverified Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification Nov 1, 2017 Machine Translation Reading Comprehension
— Unverified MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting Nov 1, 2017 Learning Word Embeddings Semantic Textual Similarity
Code Code Available Hyperspherical Query Likelihood Models with Word Embeddings Nov 1, 2017 Information Retrieval Language Modeling
— Unverified Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion Nov 1, 2017 Graph Embedding Semantic Textual Similarity
— Unverified The Challenge of Composition in Distributional and Formal Semantics Nov 1, 2017 Natural Language Inference Semantic Composition
— Unverified Measuring Semantic Relations between Human Activities Nov 1, 2017 Semantic Textual Similarity
— Unverified Testing the limits of unsupervised learning for semantic similarity Oct 23, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified A Semantically Motivated Approach to Compute ROUGE Scores Oct 20, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF Oct 17, 2017 Open-Ended Question Answering Semantic Textual Similarity
— Unverified Specialising Word Vectors for Lexical Entailment Oct 17, 2017 Lexical Entailment Relation
Code Code Available Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer Oct 16, 2017 Deep Learning Semantic Similarity
— Unverified A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification Oct 6, 2017 Decoder Semantic Similarity
Code Code Available An\'alise de Medidas de Similaridade Sem\^antica na Tarefa de Reconhecimento de Implica \~ao Textual (Analysis of Semantic Similarity Measures in the Recognition of Textual Entailment Task)[In Portuguese] Oct 1, 2017 Natural Language Inference Semantic Similarity
— Unverified Avaliando a similaridade sem\^antica entre frases curtas atrav\'es de uma abordagem h\' (A hybrid approach to measure Semantic Textual Similarity between short sentences in Brazilian Portuguese)[In Portuguese] Oct 1, 2017 Semantic Textual Similarity
— Unverified Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction Sep 30, 2017 Natural Language Inference Semantic Textual Similarity
— Unverified An enhanced method to compute the similarity between concepts of ontology Sep 26, 2017 Information Retrieval Retrieval
— Unverified Retrofitting Concept Vector Representations of Medical Concepts to Improve Estimates of Semantic Similarity and Relatedness Sep 21, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Doctoral Advisor or Medical Condition: Towards Entity-specific Rankings of Knowledge Base Properties [Extended Version] Sep 20, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Sep 19, 2017 General Classification Relation Classification
Code Code Available Methodology and Results for the Competition on Semantic Similarity Evaluation and Entailment Recognition for PROPOR 2016 Sep 19, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Using Summarization to Discover Argument Facets in Online Ideological Dialog Sep 3, 2017 Semantic Textual Similarity
— Unverified Czech Dataset for Semantic Similarity and Relatedness Sep 1, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Classifying Frames at the Sentence Level in News Articles Sep 1, 2017 Articles General Classification
— Unverified Sentence-Level Multilingual Multi-modal Embedding for Natural Language Processing Sep 1, 2017 Machine Translation NMT
— Unverified Parameter Transfer across Domains for Word Sense Disambiguation Sep 1, 2017 Lexical Simplification Machine Translation
— Unverified The Effect of Negative Sampling Strategy on Capturing Semantic Similarity in Document Embeddings Sep 1, 2017 Answer Selection Community Question Answering
— Unverified Lexical Chains meet Word Embeddings in Document-level Statistical Machine Translation Sep 1, 2017 Decoder Document Summarization
— Unverified Learning to Score System Summaries for Better Content Selection Evaluation. Sep 1, 2017 Document Summarization Multi-Document Summarization
— Unverified Distractor Generation for Chinese Fill-in-the-blank Items Sep 1, 2017 Distractor Generation Semantic Similarity
— Unverified Discovering Stylistic Variations in Distributional Vector Space Models via Lexical Paraphrases Sep 1, 2017 Semantic Textual Similarity Word Embeddings
— Unverified Exploring Vector Spaces for Semantic Relations Sep 1, 2017 Clustering General Classification
— Unverified Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain Sep 1, 2017 Semantic Textual Similarity
— Unverified Dual Tensor Model for Detecting Asymmetric Lexico-Semantic Relations Sep 1, 2017 Semantic Textual Similarity Translation
— Unverified 