Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Nov 8, 2019 Articles counterfactual
— Unverified SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Nov 8, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks Nov 7, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Gextext: Disease Network Extraction from Biomedical Literature Nov 6, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Machine Translation Evaluation using Bi-directional Entailment Nov 2, 2019 Machine Translation Semantic Similarity
— Unverified Cross-lingual Semantic Specialization via Lexical Relation Induction Nov 1, 2019 dialog state tracking Lexical Simplification
— Unverified Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling Nov 1, 2019 Natural Language Inference Question Answering
— Unverified Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data Nov 1, 2019 Machine Translation Natural Language Understanding
— Unverified Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach Nov 1, 2019 Meta-Learning Semantic Similarity
— Unverified Team GPLSI. Approach for automated fact checking Nov 1, 2019 Articles Fact Checking
— Unverified Normalising Non-standardised Orthography in Algerian Code-switched User-generated Data Nov 1, 2019 Decoder Semantic Textual Similarity
— Unverified Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation Nov 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Wasserstein distances for evaluating cross-lingual embeddings Oct 24, 2019 Cross-Lingual Document Classification Document Classification
— Unverified A Novel Approach for Automatic Bengali Question Answering System using Semantic Similarity Analysis Oct 23, 2019 POS POS Tagging
— Unverified Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome Oct 21, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available A Comparison of Semantic Similarity Methods for Maximum Human Interpretability Oct 21, 2019 Information Retrieval Retrieval
— Unverified Measuring semantic similarity of clinical trial outcomes using deep pre-trained language representations Oct 17, 2019 Deep Learning Semantic Similarity
— Unverified Universal Text Representation from BERT: An Empirical Study Oct 17, 2019 Learning-To-Rank Natural Language Inference
— Unverified Q8BERT: Quantized 8Bit BERT Oct 14, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available Learning Analogy-Preserving Sentence Embeddings for Answer Selection Oct 11, 2019 Answer Selection Question Answering
— Unverified Domain-Relevant Embeddings for Medical Question Similarity Oct 9, 2019 Question Answering Question Similarity
— Unverified Learning event representations for temporal segmentation of image sequences by dynamic graph embedding Oct 8, 2019 Domain Adaptation Dynamic graph embedding
— Unverified Correlations between Word Vector Sets Oct 7, 2019 Semantic Textual Similarity STS
Code Code Available DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Oct 2, 2019 Hate Speech Detection Knowledge Distillation
Code Code Available Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations Sep 30, 2019 Diversity Image Retrieval
— Unverified A weakly supervised adaptive triplet loss for deep metric learning Sep 27, 2019 Metric Learning Retrieval
— Unverified ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Sep 26, 2019 Common Sense Reasoning GPU
Code Code Available TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Sep 19, 2019 Community Question Answering Question Answering
— Unverified Semantic Relatedness Based Re-ranker for Text Spotting Sep 17, 2019 Clustering Dimensionality Reduction
Code Code Available Hashtags are (not) judgemental: The untold story of Lok Sabha elections 2019 Sep 16, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Where are the Keys? -- Learning Object-Centric Navigation Policies on Semantic Maps with Graph Convolutional Networks Sep 16, 2019 Object Semantic Similarity
Code Code Available Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Sep 15, 2019 intent-classification Intent Classification
Code Code Available 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 Do Cross Modal Systems Leverage Semantic Relationships? Sep 3, 2019 Cross-Modal Retrieval Retrieval
— Unverified 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 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 