Beyond BLEU: Training Neural Machine Translation with Semantic Similarity Sep 14, 2019 Diversity Machine Translation
Code Code Available NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic Sep 12, 2019 Question Answering Question Similarity
— Unverified Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT Sep 12, 2019 Linguistic Acceptability Natural Language Inference
— Unverified SDM-Net: A Simple and Effective Model for Generalized Zero-Shot Learning Sep 10, 2019 Descriptive General Classification
— Unverified Unsupervised Paraphrasing by Simulated Annealing Sep 9, 2019 Diversity Paraphrase Generation
— Unverified Transfer Reward Learning for Policy Gradient-Based Text Generation Sep 9, 2019 Conditional Text Generation Image Captioning
— Unverified Scene Recognition with Prototype-agnostic Scene Layout Sep 7, 2019 Scene Recognition Semantic Similarity
— Unverified Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records Sep 6, 2019 Semantic Textual Similarity Sentence
— Unverified Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Sep 5, 2019 Language Modeling Language Modelling
Code Code Available Finding Salient Context based on Semantic Matching for Relevance Ranking Sep 3, 2019 Information Retrieval Retrieval
— Unverified Transfer Fine-Tuning: A BERT Case Study Sep 3, 2019 Natural Language Understanding Paraphrase Identification
Code Code Available Do Cross Modal Systems Leverage Semantic Relationships? Sep 3, 2019 Cross-Modal Retrieval Retrieval
— Unverified Exploring Adequacy Errors in Neural Machine Translation with the Help of Cross-Language Aligned Word Embeddings Sep 1, 2019 de-en Machine Translation
— Unverified Semantic Textual Similarity with Siamese Neural Networks Sep 1, 2019 Information Retrieval Question Answering
— Unverified Term Based Semantic Clusters for Very Short Text Classification Sep 1, 2019 Classification General Classification
— Unverified Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations Sep 1, 2019 Contextualised Word Representations Information Retrieval
— Unverified A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information Sep 1, 2019 Binary Classification Form
— Unverified Push for Quantization: Deep Fisher Hashing Aug 31, 2019 Quantization Semantic Similarity
— Unverified Probing Representations Learned by Multimodal Recurrent and Transformer Models Aug 29, 2019 Image Retrieval Language Modeling
— Unverified Memorizing All for Implicit Discourse Relation Recognition Aug 29, 2019 All Relation
— Unverified A Method for Estimating the Proximity of Vector Representation Groups in Multidimensional Space. On the Example of the Paraphrase Task Aug 25, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Revisiting Semantic Representation and Tree Search for Similar Question Retrieval Aug 22, 2019 All Information Retrieval
Code Code Available Phrase Localization Without Paired Training Examples Aug 20, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Hamming Sentence Embeddings for Information Retrieval Aug 15, 2019 Decoder Information Retrieval
— Unverified StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding Aug 13, 2019 Language Modeling Language Modelling
— Unverified Evaluating Tag Recommendations for E-Book Annotation Using a Semantic Similarity Metric Aug 12, 2019 Descriptive Diversity
— Unverified Interactive Variance Attention based Online Spoiler Detection for Time-Sync Comments Aug 9, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified MSnet: A BERT-based Network for Gendered Pronoun Resolution Aug 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Neural Models for Detecting Binary Semantic Textual Similarity for Algerian and MSA Aug 1, 2019 Semantic Textual Similarity
— Unverified YiSi - a Unified Semantic MT Quality Evaluation and Estimation Metric for Languages with Different Levels of Available Resources Aug 1, 2019 Machine Translation Semantic Similarity
— Unverified Annotating and analyzing the interactions between meaning relations Aug 1, 2019 Natural Language Inference Semantic Similarity
Code Code Available Specializing Distributional Vectors of All Words for Lexical Entailment Aug 1, 2019 All Cross-Lingual Transfer
— Unverified ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model Aug 1, 2019 Information Retrieval Machine Translation
— Unverified Context Effects on Human Judgments of Similarity Aug 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified A Hybrid Neural Network Model for Commonsense Reasoning Jul 27, 2019 Common Sense Reasoning Coreference Resolution
— Unverified SpanBERT: Improving Pre-training by Representing and Predicting Spans Jul 24, 2019 Coreference Resolution Linguistic Acceptability
Code Code Available VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions Jul 22, 2019 Image Description Semantic Similarity
— Unverified Analysis of Word Embeddings Using Fuzzy Clustering Jul 17, 2019 Clustering Semantic Similarity
— Unverified DeepTrax: Embedding Graphs of Financial Transactions Jul 16, 2019 BIG-bench Machine Learning Fraud Detection
— Unverified To Tune or Not To Tune? How About the Best of Both Worlds? Jul 9, 2019 Language Modeling Language Modelling
Code Code Available Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases Jul 6, 2019 Information Retrieval Retrieval
— Unverified Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation Jul 1, 2019 NMT reinforcement-learning
— Unverified Visualising WordNet Embeddings: some preliminary results Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Using Thesaurus Data to Improve Coreference Resolution for Russian Jul 1, 2019 coreference-resolution Coreference Resolution
— Unverified Assessing Wordnets with WordNet Embeddings Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence Texts Jul 1, 2019 Reinforcement Learning Semantic Similarity
— Unverified Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available Beyond BLEU:Training Neural Machine Translation with Semantic Similarity Jul 1, 2019 Diversity Machine Translation
— Unverified Uncovering the Semantics of Wikipedia Categories Jun 28, 2019 Entity Disambiguation Knowledge Graphs
Code Code Available 