Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision Oct 1, 2022 Clustering Cross-corpus
— Unverified Evaluation of taxonomic and neural embedding methods for calculating semantic similarity Sep 30, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Word to Sentence Visual Semantic Similarity for Caption Generation: Lessons Learned Sep 26, 2022 Caption Generation Semantic Similarity
— Unverified Raising the Bar on the Evaluation of Out-of-Distribution Detection Sep 24, 2022 image-classification Image Classification
— Unverified Unsupervised Hashing with Semantic Concept Mining Sep 23, 2022 Image Retrieval Prompt Engineering
Code Code Available An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Sep 22, 2022 Contrastive Learning Representation Learning
Code Code Available EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics Sep 20, 2022 CPU GPU
Code Code Available A Closer Look at Novel Class Discovery from the Labeled Set Sep 19, 2022 Novel Class Discovery Semantic Similarity
— Unverified Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Sep 13, 2022 Contrastive Learning Knowledge Distillation
Code Code Available Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling Sep 13, 2022 Contrastive Learning Language Modeling
Code Code Available SUPER-Rec: SUrrounding Position-Enhanced Representation for Recommendation Sep 9, 2022 Collaborative Filtering Matrix Completion
— Unverified Towards explainable evaluation of language models on the semantic similarity of visual concepts Sep 8, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified VGStore: A Multimodal Extension to SPARQL for Querying RDF Scene Graph Sep 7, 2022 Relational Reasoning Semantic Similarity
Code Code Available Monolingual alignment of word senses and definitions in lexicographical resources Sep 6, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Evaluating the Susceptibility of Pre-Trained Language Models via Handcrafted Adversarial Examples Sep 5, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Selective Text Augmentation with Word Roles for Low-Resource Text Classification Sep 4, 2022 Classification Data Augmentation
Code Code Available Combining Structured and Unstructured Knowledge in an Interactive Search Dialogue System Sep 1, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified Zero-shot Event Causality Identification with Question Answering Sep 1, 2022 Articles Event Causality Identification
— Unverified Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-inspired Evolutionary Algorithm in the Game of Carcassonne Aug 29, 2022 Evolutionary Algorithms Semantic Similarity
— Unverified Addressing Token Uniformity in Transformers via Singular Value Transformation Aug 24, 2022 Semantic Textual Similarity
Code Code Available Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes Aug 19, 2022 Diagnostic Language Modeling
— Unverified Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Aug 17, 2022 reinforcement-learning Reinforcement Learning (RL)
— Unverified Paraphrasing, textual entailment, and semantic similarity above word level Aug 10, 2022 Natural Language Inference Paraphrase Identification
— Unverified Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI Aug 9, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Aug 8, 2022 Deep Learning Image Reconstruction
— Unverified Patents Phrase to Phrase Semantic Matching Dataset Aug 1, 2022 Patent classification Semantic Textual Similarity
— Unverified Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base Jul 27, 2022 Question Answering Semantic Similarity
— Unverified A Cognitive Study on Semantic Similarity Analysis of Large Corpora: A Transformer-based Approach Jul 24, 2022 Semantic Similarity Semantic Textual Similarity
— Unverified The Birth of Bias: A case study on the evolution of gender bias in an English language model Jul 21, 2022 Language Modeling Language Modelling
Code Code Available Entity-enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding Jul 18, 2022 Attribute Referring Expression
Code Code Available Early Discovery of Emerging Entities in Persian Twitter with Semantic Similarity Jul 6, 2022 Clustering Decision Making
— Unverified SURF: Semantic-level Unsupervised Reward Function for Machine Translation Jul 1, 2022 Diversity Machine Translation
— Unverified Team dina at SemEval-2022 Task 8: Pre-trained Language Models as Baselines for Semantic Similarity Jul 1, 2022 Articles Machine Translation
— Unverified Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity Jul 1, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Learning Job Titles Similarity from Noisy Skill Labels Jul 1, 2022 Representation Learning Semantic Similarity
— Unverified NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection Jul 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity Jul 1, 2022 Articles Semantic Similarity
Code Code Available ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model Jul 1, 2022 Decoder Language Modeling
Code Code Available BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity Jul 1, 2022 Document Classification Semantic Textual Similarity
Code Code Available A Dynamic, Interpreted CheckList for Meaning-oriented NLG Metric Evaluation – through the Lens of Semantic Similarity Rating Jul 1, 2022 nlg evaluation Semantic Similarity
— Unverified Unsupervised Knowledge Graph Generation Using Semantic Similarity Matching Jul 1, 2022 Graph Generation Semantic Similarity
Code Code Available Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022 Jun 29, 2022 Multi-Instance Retrieval Retrieval
Code Code Available Chinese Word Sense Embedding with SememeWSD and Synonym Set Jun 29, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Graph Component Contrastive Learning for Concept Relatedness Estimation Jun 25, 2022 Contrastive Learning Data Augmentation
Code Code Available Emphasizing Complementary Samples for Non-literal Cross-modal Retrieval Jun 25, 2022 Cross-Modal Retrieval Retrieval
— Unverified Adversarial Self-Attention for Language Understanding Jun 25, 2022 Machine Reading Comprehension Named Entity Recognition (NER)
Code Code Available Knowledge Graph Fusion for Language Model Fine-tuning Jun 21, 2022 Language Modeling Language Modelling
— Unverified Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation Jun 13, 2022 graph construction Semantic Similarity
— Unverified Highlights of Semantics in Multi-objective Genetic Programming Jun 10, 2022 Binary Classification Diversity
— Unverified CLISTER : Un corpus pour la similarité sémantique textuelle dans des cas cliniques en français (CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives) Jun 1, 2022 Semantic Textual Similarity STS
— Unverified 