MED-SE: Medical Entity Definition-based Sentence Embedding Dec 9, 2022 Contrastive Learning Semantic Textual Similarity
— Unverified Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning Dec 5, 2022 Federated Learning Semantic Similarity
— Unverified Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching Dec 3, 2022 AI Agent Multi Label Text Classification
— Unverified Multilingual Communication System with Deaf Individuals Utilizing Natural and Visual Languages Dec 1, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Generalised Spherical Text Embedding Nov 30, 2022 Clustering Document Classification
— Unverified Improving astroBERT using Semantic Textual Similarity Nov 29, 2022 Astronomy Language Modeling
— Unverified Soft Alignment Objectives for Robust Adaptation of Language Generation Nov 29, 2022 Domain Adaptation Machine Translation
Code Code Available Addressing Mistake Severity in Neural Networks with Semantic Knowledge Nov 21, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Semantic Similarity-Based Clustering of Findings From Security Testing Tools Nov 20, 2022 Clustering Semantic Similarity
— Unverified Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Nov 20, 2022 Entity Linking Language Modeling
— Unverified Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels Nov 15, 2022 Multi-Label Image Recognition Semantic Similarity
— Unverified Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Nov 15, 2022 Event Detection Graph Neural Network
— Unverified Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics Nov 15, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering Nov 14, 2022 Language Modeling Language Modelling
— Unverified Semantic Similarity Models for Depression Severity Estimation Nov 14, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Assistive Completion of Agrammatic Aphasic Sentences: A Transfer Learning Approach using Neurolinguistics-based Synthetic Dataset Nov 10, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Nov 9, 2022 Contrastive Learning Graph Embedding
— Unverified Bridging Fairness and Environmental Sustainability in Natural Language Processing Nov 8, 2022 Dimensionality Reduction Fairness
— Unverified Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Nov 7, 2022 Clustering Contrastive Learning
Code Code Available Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables Nov 7, 2022 Language Modeling Language Modelling
Code Code Available H_eval: A new hybrid evaluation metric for automatic speech recognition tasks Nov 3, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement Nov 1, 2022 Extractive Summarization Semantic Similarity
— Unverified Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation Oct 29, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Zero-Shot Text Matching for Automated Auditing using Sentence Transformers Oct 28, 2022 Information Retrieval Question Answering
— Unverified You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM Oct 28, 2022 Language Modeling Language Modelling
Code Code Available SSD: Towards Better Text-Image Consistency Metric in Text-to-Image Generation Oct 27, 2022 Image Generation Semantic Similarity
Code Code Available Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model Oct 27, 2022 Language Modeling Language Modelling
— Unverified Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting Oct 26, 2022 Adversarial Robustness Model Optimization
Code Code Available A practical method for occupational skills detection in Vietnamese job listings Oct 26, 2022 named-entity-recognition Named Entity Recognition
— Unverified Multi-view Semantic Matching of Question retrieval using Fine-grained Semantic Representations Oct 21, 2022 Keyword Extraction Question Answering
— Unverified Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Oct 18, 2022 Abstract Meaning Representation Semantic Similarity
Code Code Available Hardness of Samples Need to be Quantified for a Reliable Evaluation System: Exploring Potential Opportunities with a New Task Oct 14, 2022 Semantic Textual Similarity STS
— Unverified Like a bilingual baby: The advantage of visually grounding a bilingual language model Oct 11, 2022 Language Modeling Language Modelling
— Unverified SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning Oct 8, 2022 Contrastive Learning Data Augmentation
Code Code Available GMA3D: Local-Global Attention Learning to Estimate Occluded Motions of Scene Flow Oct 7, 2022 Autonomous Driving Motion Segmentation
Code Code Available Learning to embed semantic similarity for joint image-text retrieval Oct 7, 2022 Image-text Retrieval Metric Learning
— Unverified Measuring Fine-Grained Semantic Equivalence with Abstract Meaning Representation Oct 6, 2022 Abstract Meaning Representation Machine Translation
— Unverified Reinforcement Learning with Large Action Spaces for Neural Machine Translation Oct 6, 2022 Machine Translation NMT
— Unverified A Framework for Web Services Retrieval Using Bio Inspired Clustering Oct 4, 2022 Clustering Retrieval
— Unverified Lexical semantics enhanced neural word embeddings Oct 3, 2022 Metric Learning Semantic Similarity
— Unverified ConIsI: A Contrastive Framework with Inter-sentence Interaction for Self-supervised Sentence Representation Oct 1, 2022 Contrastive Learning Semantic Textual Similarity
— Unverified Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision Oct 1, 2022 Clustering Cross-corpus
— Unverified QSTS: A Question-Sensitive Text Similarity Measure for Question Generation Oct 1, 2022 Question Generation Question-Generation
— Unverified KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified CitRet: A Hybrid Model for Cited Text Span Retrieval Oct 1, 2022 Retrieval Semantic Textual Similarity
Code Code Available Varanalysis@SV-Ident 2022: Variable Detection and Disambiguation Based on Semantic Similarity Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified OpticE: A Coherence Theory-Based Model for Link Prediction Oct 1, 2022 Knowledge Graphs Link Prediction
— Unverified Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling Oct 1, 2022 Contrastive Learning Language Modeling
Code Code Available A Generalized Method for Automated Multilingual Loanword Detection Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available SNLP at TextGraphs 2022 Shared Task: Unsupervised Natural Language Premise Selection in Mathematical Texts Using Sentence-MPNet Oct 1, 2022 Mathematical Proofs Semantic Similarity
— Unverified 