RoMe: A Robust Metric for Evaluating Natural Language Generation Mar 17, 2022 Natural Language Understanding Semantic Similarity
Code Code Available TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation Mar 16, 2022 Language Modeling Language Modelling
— Unverified Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval Mar 16, 2022 Information Retrieval Retrieval
— Unverified Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Mar 15, 2022 Language Modeling Language Modelling
Code Code Available Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations Mar 14, 2022 Image Captioning Semantic Textual Similarity
— Unverified Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Mar 14, 2022 Attribute Contrastive Learning
Code Code Available SimMatch: Semi-supervised Learning with Similarity Matching Mar 14, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available MarkBERT: Marking Word Boundaries Improves Chinese BERT Mar 12, 2022 Chinese Named Entity Recognition named-entity-recognition
Code Code Available A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Mar 11, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity Mar 10, 2022 Adversarial Attack Semantic Similarity
Code Code Available Just Rank: Rethinking Evaluation with Word and Sentence Similarities Mar 5, 2022 Benchmarking Semantic Similarity
Code Code Available RACE: Retrieval-Augmented Commit Message Generation Mar 5, 2022 Information Retrieval Retrieval
Code Code Available 'Tis but Thy Name: Semantic Question Answering Evaluation with 11M Names for 1M Entities Feb 28, 2022 Question Answering Semantic Similarity
— Unverified Supervised Machine Learning Algorithm for Detecting Consistency between Reported Findings and the Conclusions of Mammography Reports Feb 28, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation Feb 27, 2022 Domain Adaptation Semantic Similarity
— Unverified Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning Feb 26, 2022 Contrastive Learning Language Modeling
Code Code Available SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Feb 26, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning Feb 22, 2022 Logical Reasoning Semantic Similarity
— Unverified Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI Feb 18, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Feb 7, 2022 Natural Language Inference Semantic Textual Similarity
— Unverified Moving Other Way: Exploring Word Mover Distance Extensions Feb 7, 2022 Classification Document Classification
— Unverified Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion Feb 5, 2022 model Semantic Similarity
— Unverified GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Feb 2, 2022 Clinical Concept Extraction Language Modeling
— Unverified Language Models Explain Word Reading Times Better Than Empirical Predictability Feb 2, 2022 Additive models Retrieval
— Unverified Duplicate Detection in a Knowledge Base with PIKA Feb 1, 2022 Graph Neural Network Information Retrieval
— Unverified AI-based Approach for Safety Signals Detection from Social Networks: Application to the Levothyrox Scandal in 2017 on Doctissimo Forum Feb 1, 2022 Pharmacovigilance Semantic Similarity
— Unverified Efficient Embedding of Semantic Similarity in Control Policies via Entangled Bisimulation Jan 28, 2022 Data Augmentation Reinforcement Learning (RL)
— Unverified Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus Jan 27, 2022 Code Search Information Retrieval
Code Code Available Discriminative Supervised Subspace Learning for Cross-modal Retrieval Jan 26, 2022 Cross-Modal Retrieval Retrieval
— Unverified Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval Jan 23, 2022 Representation Learning Retrieval
Code Code Available EASE: Entity-Aware Contrastive Learning of Sentence Embedding Jan 16, 2022 Clustering Contrastive Learning
— Unverified Reinforcement Learning with Large Action Spaces for Neural Machine Translation Jan 16, 2022 Machine Translation NMT
— Unverified Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets Jan 16, 2022 Contrastive Learning Semantic Textual Similarity
— Unverified Improving Contextual Representation with Gloss Regularized Pre-training Jan 16, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Task Formulation Matters When Learning Continuously: A Case Study in Visual Question Answering Jan 16, 2022 Continual Learning Incremental Learning
— Unverified SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples Jan 16, 2022 Contrastive Learning Data Augmentation
Code Code Available Agile Effort Estimation: Have We Solved the Problem Yet? Insights From A Replication Study Jan 14, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available PromptBERT: Improving BERT Sentence Embeddings with Prompts Jan 12, 2022 Contrastive Learning Denoising
Code Code Available Structure and Semantics Preserving Document Representations Jan 11, 2022 Metric Learning Retrieval
— Unverified Graph-Based Recommendation System Enhanced with Community Detection Jan 10, 2022 Community Detection Recommendation Systems
— Unverified Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework Jan 9, 2022 Deep Learning Language Modelling
Code Code Available Embeddings Evaluation Using a Novel Measure of Semantic Similarity Jan 8, 2022 Embeddings Evaluation Semantic Similarity
Code Code Available HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization Jan 1, 2022 Diversity Semantic Segmentation
Code Code Available Traffic event description based on Twitter data using Unsupervised Learning Methods for Indian road conditions Dec 23, 2021 Management Semantic Similarity
— Unverified TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Dec 23, 2021 Benchmarking Clustering
Code Code Available Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Dec 23, 2021 Dialect Identification GPU
Code Code Available Cognition-aware Cognate Detection Dec 15, 2021 Cross-Lingual Information Retrieval Information Retrieval
Code Code Available DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
Code Code Available KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Dec 9, 2021 Contrastive Learning Graph Embedding
Code Code Available Superpixel-Based Building Damage Detection from Post-earthquake Imagery Using Deep Neural Networks Dec 9, 2021 Denoising RAG
— Unverified 