TransAug: Translate as Augmentation for Sentence Embeddings Oct 30, 2021 Contrastive Learning Data Augmentation
— Unverified Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence Oct 29, 2021 Constituency Parsing POS
— Unverified FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Oct 27, 2021 Fact Checking Misinformation
— Unverified Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity Oct 27, 2021 Object object-detection
Code Code Available Self-supervised similarity search for large scientific datasets Oct 25, 2021 Self-Supervised Learning Semantic Similarity
Code Code Available MIC: Model-agnostic Integrated Cross-channel Recommenders Oct 22, 2021 model Recommendation Systems
— Unverified Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant Oct 19, 2021 Natural Language Understanding Recommendation Systems
— Unverified FarFetched: An Entity-centric Approach for Reasoning on Textually Represented Environments Oct 16, 2021 Articles Natural Language Inference
— Unverified Efficient Neural Ranking using Forward Indexes Oct 12, 2021 CPU Document Ranking
Code Code Available Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos Oct 12, 2021 Semantic correspondence Semantic Similarity
Code Code Available Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Oct 12, 2021 Data Augmentation Machine Translation
Code Code Available Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks Oct 11, 2021 class-incremental learning Class Incremental Learning
Code Code Available What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Oct 10, 2021 Question Answering Semantic Similarity
Code Code Available An Isotropy Analysis in the Multilingual BERT Embedding Space Oct 9, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Oct 8, 2021 Language Modeling Language Modelling
Code Code Available Efficient Multi-Modal Embeddings from Structured Data Oct 6, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Oct 5, 2021 Semantic Textual Similarity Sentence
Code Code Available Using Single-Trial Representational Similarity Analysis with EEG to track semantic similarity in emotional word processing Oct 4, 2021 EEG Electroencephalogram (EEG)
— Unverified Contextualized Semantic Distance between Highly Overlapped Texts Oct 4, 2021 Domain Adaptation Language Modeling
Code Code Available Neural sentence embedding models for semantic similarity estimation in the biomedical domain Oct 1, 2021 Articles Semantic Similarity
Code Code Available SlovakBERT: Slovak Masked Language Model Sep 30, 2021 Language Modeling Language Modelling
Code Code Available Agnostic Personalized Federated Learning with Kernel Factorization Sep 29, 2021 Federated Learning Personalized Federated Learning
— Unverified What Makes Better Augmentation Strategies? Augment Difficult but Not too Different Sep 29, 2021 Data Augmentation Semantic Similarity
— Unverified Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Sep 27, 2021 Contrastive Learning Language Modelling
Code Code Available Cluster Analysis with Deep Embeddings and Contrastive Learning Sep 26, 2021 Clustering Contrastive Learning
— Unverified DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Sep 26, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available Sorting through the noise: Testing robustness of information processing in pre-trained language models Sep 25, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Rethinking Crowd Sourcing for Semantic Similarity Sep 24, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified Towards Universal Dense Retrieval for Open-domain Question Answering Sep 23, 2021 Open-Domain Question Answering Question Answering
— Unverified Investigating Entropy for Extractive Document Summarization Sep 22, 2021 Attribute Document Summarization
— Unverified ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Sep 21, 2021 Intent Detection Retrieval
— Unverified AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Sep 21, 2021 Contrastive Learning Graph Representation Learning
Code Code Available Adversarial Training with Contrastive Learning in NLP Sep 19, 2021 Contrastive Learning Language Modeling
— Unverified Contrastive Word Embedding Learning for Neural Machine Translation Sep 17, 2021 Machine Translation NMT
— Unverified Transformers Can Compose Skills To Solve Novel Problems Without Finetuning Sep 17, 2021 Question Answering Semantic Similarity
— Unverified A Semantic Indexing Structure for Image Retrieval Sep 14, 2021 Image Retrieval Retrieval
— Unverified Pairwise Supervised Contrastive Learning of Sentence Representations Sep 12, 2021 Contrastive Learning Natural Language Inference
Code Code Available MURAL: Multimodal, Multitask Retrieval Across Languages Sep 10, 2021 Cross-Modal Retrieval Image-text matching
— Unverified ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available Data Driven Content Creation using Statistical and Natural Language Processing Techniques for Financial Domain Sep 7, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified On Length Divergence Bias in Textual Matching Models Sep 6, 2021 Semantic Similarity Semantic Textual Similarity
— Unverified PR-Net: Preference Reasoning for Personalized Video Highlight Detection Sep 4, 2021 Highlight Detection Semantic Similarity
— Unverified Paragraph Similarity Matches for Generating Multiple-choice Test Items Sep 1, 2021 Management Multiple-choice
— Unverified Assessing the Eligibility of Backtranslated Samples Based on Semantic Similarity for the Paraphrase Identification Task Sep 1, 2021 MRPC Paraphrase Identification
— Unverified Evaluation Datasets for Cross-lingual Semantic Textual Similarity Sep 1, 2021 Cross-Lingual Semantic Textual Similarity Semantic Textual Similarity
— Unverified Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Sep 1, 2021 Semantic Textual Similarity Sentence
— Unverified Sense representations for Portuguese: experiments with sense embeddings and deep neural language models Aug 31, 2021 Semantic Textual Similarity Transfer Learning
— Unverified Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification Aug 30, 2021 Fine-Grained Image Classification image-classification
— Unverified Multiplex Graph Neural Network for Extractive Text Summarization Aug 29, 2021 Extractive Text Summarization Graph Neural Network
— Unverified NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Aug 29, 2021 Semantic Similarity Semantic Textual Similarity
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