Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs May 26, 2025 Position Semantic Similarity
Code Code Available Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation Feb 19, 2025 Recommendation Systems Semantic Similarity
Code Code Available Semantic Relatedness Based Re-ranker for Text Spotting Sep 17, 2019 Clustering Dimensionality Reduction
Code Code Available ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model Jul 1, 2022 Decoder Language Modeling
Code Code Available Specialising Word Vectors for Lexical Entailment Jun 1, 2018 Dialogue State Tracking Lexical Entailment
Code Code Available Correlation Coefficients and Semantic Textual Similarity May 19, 2019 Semantic Textual Similarity Sentence
Code Code Available Specialising Word Vectors for Lexical Entailment Oct 17, 2017 Lexical Entailment Relation
Code Code Available Addressing Token Uniformity in Transformers via Singular Value Transformation Aug 24, 2022 Semantic Textual Similarity
Code Code Available Leveraging the Powerful Attention of a Pre-trained Diffusion Model for Exemplar-based Image Colorization May 21, 2025 Colorization Image Colorization
Code Code Available Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs Dec 1, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Jan 16, 2020 Intent Detection Natural Language Understanding
Code Code Available A random forest based computational model for predicting novel lncRNA-disease associations Mar 27, 2020 feature selection Prediction
Code Code Available Semantic Similarity Based Evaluation for Abstractive News Summarization Aug 1, 2021 Abstractive Text Summarization News Summarization
Code Code Available Boosting Imperceptibility of Stable Diffusion-based Adversarial Examples Generation with Momentum Oct 17, 2024 Image Generation Semantic Similarity
Code Code Available PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder May 30, 2025 Articles Semantic Similarity
Code Code Available A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems Feb 26, 2020 General Classification Retrieval
Code Code Available Lightweight Embeddings for Graph Collaborative Filtering Mar 27, 2024 Collaborative Filtering Semantic Similarity
Code Code Available SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Jun 19, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages Apr 27, 2018 Semantic Similarity Semantic Textual Similarity
Code Code Available USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval Jan 17, 2023 Contrastive Learning Image-text Retrieval
Code Code Available Word Similarity Datasets for Thai: Construction and Evaluation Apr 8, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available When is a bishop not like a rook? When it's like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships Nov 1, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Semantic Similarity Loss for Neural Source Code Summarization Aug 14, 2023 Code Summarization Semantic Similarity
Code Code Available Temporally-Grounded Language Generation: A Benchmark for Real-Time Vision-Language Models May 16, 2025 Image Captioning Question Answering
Code Code Available Linguistically Conditioned Semantic Textual Similarity Jun 6, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection Jul 6, 2025 Out-of-Distribution Detection Out of Distribution (OOD) Detection
Code Code Available The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings Jan 2, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity Feb 20, 2025 GPU Language Modeling
Code Code Available 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 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 Where are the Keys? -- Learning Object-Centric Navigation Policies on Semantic Maps with Graph Convolutional Networks Sep 16, 2019 Object Semantic Similarity
Code Code Available Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning Apr 17, 2024 Argument Mining graph partitioning
Code Code Available TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available Semantic similarity prediction is better than other semantic similarity measures Sep 22, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Sep 19, 2017 General Classification Relation Classification
Code Code Available Prompt-based Grouping Transformer for Nucleus Detection and Classification Oct 22, 2023 Classification Semantic Similarity
Code Code Available A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations Jul 25, 2024 Descriptive Dimensionality Reduction
Code Code Available Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Jun 1, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Correcting Contradictions Jan 1, 2017 Common Sense Reasoning Natural Language Inference
Code Code Available Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Oct 5, 2021 Semantic Textual Similarity Sentence
Code Code Available LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods May 22, 2025 Decoder Machine Translation
Code Code Available Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning Aug 2, 2024 Continual Learning Knowledge Distillation
Code Code Available Using Information Content to Evaluate Semantic Similarity in a Taxonomy Nov 29, 1995 Semantic Similarity Semantic Textual Similarity
Code Code Available PromptMap: An Alternative Interaction Style for AI-Based Image Generation Mar 12, 2025 Image Generation Semantic Similarity
Code Code Available Logic Constrained Pointer Networks for Interpretable Textual Similarity Jul 15, 2020 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 Explaining Text Similarity in Transformer Models May 10, 2024 Information Retrieval Retrieval
Code Code Available Semantics or spelling? Probing contextual word embeddings with orthographic noise Aug 8, 2024 Language Modeling Language Modelling
Code Code Available Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints Jun 1, 2017 Dialogue State Tracking Semantic Similarity
Code Code Available Low-resource Bilingual Dialect Lexicon Induction with Large Language Models Apr 19, 2023 Bilingual Lexicon Induction Machine Translation
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