Ranking-Enhanced Unsupervised Sentence Representation Learning Sep 9, 2022 Contrastive Learning Data Augmentation
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 Zero-shot Event Causality Identification with Question Answering Sep 1, 2022 Articles Event Causality Identification
— Unverified Combining Structured and Unstructured Knowledge in an Interactive Search Dialogue System Sep 1, 2022 Semantic Similarity Semantic Textual Similarity
— 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 MENLI: Robust Evaluation Metrics from Natural Language Inference Aug 15, 2022 Adversarial Attack Adversarial Robustness
Code Code Available LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale Aug 15, 2022 GPU Language Modelling
Code Code Available Paraphrasing, textual entailment, and semantic similarity above word level Aug 10, 2022 Natural Language Inference Paraphrase Identification
— Unverified Compositional Evaluation on Japanese Textual Entailment and Similarity Aug 9, 2022 Natural Language Inference Semantic Textual Similarity
Code Code Available 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 Tackling Long-Tailed Category Distribution Under Domain Shifts Jul 20, 2022 Domain Generalization Meta-Learning
Code Code Available Semantic Novelty Detection via Relational Reasoning Jul 18, 2022 Autonomous Driving Edge-computing
Code Code Available Entity-enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding Jul 18, 2022 Attribute Referring Expression
Code Code Available Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction Jul 9, 2022 Explanation Generation Fairness
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 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 Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity Jul 1, 2022 Semantic Similarity Semantic Textual Similarity
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 NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection Jul 1, 2022 named-entity-recognition Named Entity Recognition
Code Code Available ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model Jul 1, 2022 Decoder Language Modeling
Code Code Available Unsupervised Knowledge Graph Generation Using Semantic Similarity Matching Jul 1, 2022 Graph Generation Semantic Similarity
Code Code Available On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning Jul 1, 2022 Intent Detection Meta-Learning
Code Code Available Team dina at SemEval-2022 Task 8: Pre-trained Language Models as Baselines for Semantic Similarity Jul 1, 2022 Articles Machine Translation
— Unverified 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 Learning Job Titles Similarity from Noisy Skill Labels Jul 1, 2022 Representation Learning Semantic Similarity
— Unverified Chinese Word Sense Embedding with SememeWSD and Synonym Set Jun 29, 2022 Semantic Similarity Semantic Textual 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 Emphasizing Complementary Samples for Non-literal Cross-modal Retrieval Jun 25, 2022 Cross-Modal Retrieval Retrieval
— Unverified Graph Component Contrastive Learning for Concept Relatedness Estimation Jun 25, 2022 Contrastive Learning Data Augmentation
Code Code Available 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 SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation Jun 20, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Zero-shot object goal visual navigation Jun 15, 2022 Knowledge Graphs Object
Code Code Available 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 Sentence Pair Embeddings Based Evaluation Metric for Abstractive and Extractive Summarization Jun 1, 2022 Extractive Summarization Natural Language Inference
— Unverified 