Exploring Adequacy Errors in Neural Machine Translation with the Help of Cross-Language Aligned Word Embeddings Sep 1, 2019 de-en Machine Translation
— Unverified Push for Quantization: Deep Fisher Hashing Aug 31, 2019 Quantization Semantic Similarity
— Unverified Memorizing All for Implicit Discourse Relation Recognition Aug 29, 2019 All Relation
— Unverified Probing Representations Learned by Multimodal Recurrent and Transformer Models Aug 29, 2019 Image Retrieval Language Modeling
— Unverified Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Aug 27, 2019 Clustering Linear-Probe Classification
Code Code Available 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 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 MSnet: A BERT-based Network for Gendered Pronoun Resolution Aug 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model Aug 1, 2019 Information Retrieval Machine Translation
— Unverified Neural Models for Detecting Binary Semantic Textual Similarity for Algerian and MSA Aug 1, 2019 Semantic Textual 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 Context Effects on Human Judgments of Similarity Aug 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified ERNIE 2.0: A Continual Pre-training Framework for Language Understanding Jul 29, 2019 Chinese Named Entity Recognition Chinese Reading Comprehension
Code Code Available A Hybrid Neural Network Model for Commonsense Reasoning Jul 27, 2019 Common Sense Reasoning Coreference Resolution
— Unverified RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available 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 Assessing Wordnets with WordNet Embeddings Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Visualising WordNet Embeddings: some preliminary results Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Using Thesaurus Data to Improve Coreference Resolution for Russian Jul 1, 2019 coreference-resolution Coreference Resolution
— Unverified Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Beyond BLEU:Training Neural Machine Translation with Semantic Similarity Jul 1, 2019 Diversity Machine Translation
— Unverified Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation Jul 1, 2019 NMT reinforcement-learning
— Unverified 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 Uncovering the Semantics of Wikipedia Categories Jun 28, 2019 Entity Disambiguation Knowledge Graphs
Code Code Available XLNet: Generalized Autoregressive Pretraining for Language Understanding Jun 19, 2019 Audio Question Answering Chinese Reading Comprehension
Code Code Available Making Fast Graph-based Algorithms with Graph Metric Embeddings Jun 17, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available TechNet: Technology Semantic Network Based on Patent Data Jun 2, 2019 Knowledge Graphs Retrieval
Code Code Available Modeling performance differences on cognitive tests using LSTMs and skip-thought vectors trained on reported media consumption. Jun 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Toward a Computational Multidimensional Lexical Similarity Measure for Modeling Word Association Tasks in Psycholinguistics Jun 1, 2019 General Classification Semantic Similarity
— Unverified Classification of Semantic Paraphasias: Optimization of a Word Embedding Model Jun 1, 2019 Classification General Classification
— Unverified A Semantic Cover Approach for Topic Modeling Jun 1, 2019 Document Classification General Classification
— Unverified GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter Jun 1, 2019 POS Position
— Unverified Audio Caption in a Car Setting with a Sentence-Level Loss May 31, 2019 Audio captioning Decoder
Code Code Available Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval May 31, 2019 Entity Embeddings Language Modeling
Code Code Available Learning Multilingual Word Embeddings Using Image-Text Data May 29, 2019 Multilingual Word Embeddings Semantic Similarity
— Unverified MultiWiki: Interlingual Text Passage Alignment in Wikipedia May 21, 2019 Articles Semantic Similarity
— Unverified Correlation Coefficients and Semantic Textual Similarity May 19, 2019 Semantic Textual Similarity Sentence
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