Beyond Word2Vec: Embedding Words and Phrases in Same Vector Space Dec 18, 2017 Phrase Vector Embedding Semantic Textual Similarity
Code Code Available 5 EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning May 22, 2025 GSM8K Math
Code Code Available 5 Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples Jun 1, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures Jun 14, 2020 Multi-class Classification Semantic Similarity
Code Code Available 5 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 5 Modelling Sentence Pairs with Tree-structured Attentive Encoder Oct 10, 2016 Paraphrase Identification Question Selection
Code Code Available 5 A Comparative Study of Text Embedding Models for Semantic Text Similarity in Bug Reports Aug 17, 2023 Semantic Textual Similarity text similarity
Code Code Available 5 MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction Apr 17, 2019 Decision Making LEMMA
Code Code Available 5 Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health Jun 6, 2023 Data Augmentation Semantic Similarity
Code Code Available 5 Counter-fitting Word Vectors to Linguistic Constraints Mar 2, 2016 Dialogue State Tracking Semantic Similarity
Code Code Available 5 SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling May 13, 2020 Abstractive Text Summarization Document Embedding
Code Code Available 5 Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages Dec 11, 2024 In-Context Learning Semantic Similarity
Code Code Available 5 Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Sep 15, 2019 intent-classification Intent Classification
Code Code Available 5 Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Sep 13, 2022 Contrastive Learning Knowledge Distillation
Code Code Available 5 A Generalized Method for Automated Multilingual Loanword Detection Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available 5 Near-lossless Binarization of Word Embeddings Mar 24, 2018 Binarization Semantic Similarity
Code Code Available 5 A character-based steganography using masked language modeling Jan 15, 2024 Language Modeling Language Modelling
Code Code Available 5 Correlations between Word Vector Sets Oct 7, 2019 Semantic Textual Similarity STS
Code Code Available 5 Correlation Coefficients and Semantic Textual Similarity May 19, 2019 Semantic Textual Similarity Sentence
Code Code Available 5 Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Jun 12, 2018 Natural Language Inference Paraphrase Identification
Code Code Available 5 Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Oct 16, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Apr 2, 2019 Disentanglement Semantic Similarity
Code Code Available 5 Correcting Contradictions Jan 1, 2017 Common Sense Reasoning Natural Language Inference
Code Code Available 5 Embeddings Evaluation Using a Novel Measure of Semantic Similarity Jan 8, 2022 Embeddings Evaluation Semantic Similarity
Code Code Available 5 Novel Categories Discovery Via Constraints on Empirical Prediction Statistics Jul 7, 2023 Clustering Pseudo Label
Code Code Available 5 EL Embeddings: Geometric construction of models for the Description Logic EL ++ Feb 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available 5 Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Feb 11, 2025 Hallucination In-Context Learning
Code Code Available 5 COPER: a Query-adaptable Semantics-based Search Engine for Persian COVID-19 Articles Jul 12, 2021 Articles Semantic Textual Similarity
Code Code Available 5 Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models May 19, 2025 Combinatorial Optimization Semantic Similarity
Code Code Available 5 Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors Apr 30, 2019 Semantic Textual Similarity Sentence
Code Code Available 5 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 5 Entity-enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding Jul 18, 2022 Attribute Referring Expression
Code Code Available 5 FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT Aug 22, 2020 Multiple-choice Question Answering
Code Code Available 5 Hybrid Semantic Recommender System for Chemical Compounds Jan 21, 2020 Collaborative Filtering Recommendation Systems
Code Code Available 5 Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer Oct 16, 2017 Deep Learning Semantic Similarity
— Unverified 0 Convolutional Neural Network for Universal Sentence Embeddings Aug 1, 2018 Semantic Textual Similarity Sentence
— Unverified 0 ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Sep 21, 2021 Intent Detection Retrieval
— Unverified 0 Attention Discriminant Sampling for Point Clouds Jan 1, 2023 object-detection Object Detection
— Unverified 0 A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora May 1, 2018 Machine Translation Semantic Textual Similarity
— Unverified 0 Contrastive Word Embedding Learning for Neural Machine Translation Sep 17, 2021 Machine Translation NMT
— Unverified 0 Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation Feb 27, 2022 Domain Adaptation Semantic Similarity
— Unverified 0 Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations Mar 14, 2022 Image Captioning Semantic Textual Similarity
— Unverified 0 Contrastive Semantic Similarity Learning for Image Captioning Evaluation with Intrinsic Auto-encoder Jun 29, 2021 Image Captioning Representation Learning
— Unverified 0 Attention-aware semantic relevance predicting Chinese sentence reading Mar 27, 2024 Semantic Similarity Semantic Textual Similarity
— Unverified 0 A Multi-level Alignment Training Scheme for Video-and-Language Grounding Apr 22, 2022 Retrieval Semantic Similarity
— Unverified 0 A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation Nov 1, 2021 Disentanglement Generative Adversarial Network
— Unverified 0 Contrastive Learning Subspace for Text Clustering Aug 26, 2024 Clustering Contrastive Learning
— Unverified 0 Contrastive Learning of Sentence Representations Dec 1, 2021 Contrastive Learning Semantic Similarity
— Unverified 0 A Thesaurus for Biblical Hebrew May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified 0 AMRITA\_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders Jun 1, 2015 Information Retrieval Machine Translation
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