CODER: Knowledge infused cross-lingual medical term embedding for term normalization Nov 5, 2020 Contrastive Learning Knowledge Graphs
Code Code Available On the Sentence Embeddings from Pre-trained Language Models Nov 2, 2020 Language Modeling Language Modelling
Code Code Available Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models Nov 1, 2020 Language Modeling Language Modelling
— Unverified Machine Translation Reference-less Evaluation using YiSi-2 with Bilingual Mappings of Massive Multilingual Language Model Nov 1, 2020 Language Modeling Language Modelling
— Unverified Second-Order NLP Adversarial Examples Nov 1, 2020 Adversarial Attack Semantic Similarity
— Unverified Surfacing Privacy Settings Using Semantic Matching Nov 1, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Learning from Unlabelled Data for Clinical Semantic Textual Similarity Nov 1, 2020 Semantic Textual Similarity Sentence
— Unverified When is a bishop not like a rook? When it's like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships Nov 1, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues Nov 1, 2020 Informativeness Response Generation
— Unverified From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer Nov 1, 2020 Machine Translation Semantic Similarity
— Unverified Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets Nov 1, 2020 Hate Speech Detection Selection bias
Code Code Available Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems Nov 1, 2020 Dialogue Evaluation Semantic Similarity
Code Code Available Method of the coherence evaluation of Ukrainian text Oct 31, 2020 Articles Coherence Evaluation
— Unverified Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures Oct 30, 2020 Classification General Classification
— Unverified A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Oct 27, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available On Learning Text Style Transfer with Direct Rewards Oct 24, 2020 Machine Translation Semantic Similarity
Code Code Available Comparative analysis of word embeddings in assessing semantic similarity of complex sentences Oct 23, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Neural Passage Retrieval with Improved Negative Contrast Oct 23, 2020 Open-Domain Question Answering Passage Retrieval
— Unverified GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method Oct 23, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers Oct 22, 2020 Adversarial Attack Semantic Similarity
— Unverified Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Oct 21, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Oct 16, 2020 Data Augmentation Domain Adaptation
Code Code Available CIMON: Towards High-quality Hash Codes Oct 15, 2020 Computational Efficiency Image Augmentation
— Unverified Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 Network Oct 12, 2020 Colorization Diversity
Code Code Available Meta-Context Transformers for Domain-Specific Response Generation Oct 12, 2020 Dialogue Generation Language Modeling
Code Code Available Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph Oct 12, 2020 General Classification Graph Neural Network
Code Code Available FILM: A Fast, Interpretable, and Low-rank Metric Learning Approach for Sentence Matching Oct 12, 2020 Metric Learning Semantic Similarity
— Unverified ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Oct 11, 2020 Clustering Semantic Similarity
Code Code Available Retrieve and Refine: Exemplar-based Neural Comment Generation Oct 9, 2020 Code Comment Generation Comment Generation
Code Code Available Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks Oct 8, 2020 image-classification Image Classification
— Unverified Beyond [CLS] through Ranking by Generation Oct 6, 2020 Answer Selection Information Retrieval
— Unverified COD3S: Diverse Generation with Discrete Semantic Signatures Oct 6, 2020 Diversity Semantic Textual Similarity
Code Code Available Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution Oct 6, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Second-Order NLP Adversarial Examples Oct 5, 2020 Adversarial Attack Semantic Similarity
Code Code Available A Mixed Learning Objective for Neural Machine Translation Oct 1, 2020 Machine Translation Multi-Task Learning
— Unverified Improving Semantic Similarity Calculation of Japanese Text for MT Evaluation Oct 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Differentially Private Adversarial Robustness Through Randomized Perturbations Sep 27, 2020 Adversarial Robustness Semantic Similarity
— Unverified Semantic-based Distance Approaches in Multi-objective Genetic Programming Sep 25, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified An Unsupervised Sentence Embedding Method by Mutual Information Maximization Sep 25, 2020 Clustering Self-Supervised Learning
Code Code Available Weak-shot Fine-grained Classification via Similarity Transfer Sep 19, 2020 Classification General Classification
Code Code Available Time-Aware Evidence Ranking for Fact-Checking Sep 10, 2020 Clustering Fact Checking
— Unverified Why Not Simply Translate? A First Swedish Evaluation Benchmark for Semantic Similarity Sep 7, 2020 Machine Translation Semantic Similarity
Code Code Available SEEC: Semantic Vector Federation across Edge Computing Environments Aug 30, 2020 Edge-computing Federated Learning
— Unverified Linked Credibility Reviews for Explainable Misinformation Detection Aug 28, 2020 Misinformation Semantic Similarity
Code Code Available MultiGBS: A multi-layer graph approach to biomedical summarization Aug 27, 2020 Extractive Text Summarization Semantic Similarity
— Unverified TabSim: A Siamese Neural Network for Accurate Estimation of Table Similarity Aug 25, 2020 Articles Imputation
— Unverified FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT Aug 22, 2020 Multiple-choice Question Answering
Code Code Available Top2Vec: Distributed Representations of Topics Aug 19, 2020 Lemmatization Semantic Similarity
Code Code Available A Survey on Text Simplification Aug 19, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity Aug 11, 2020 Diversity Machine Translation
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