Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization Sep 12, 2024 Language Modeling Language Modelling
Code Code Available A Brief Study on the Effects of Training Generative Dialogue Models with a Semantic loss Jun 20, 2021 Diversity Language Modeling
Code Code Available Doubly-Trained Adversarial Data Augmentation for Neural Machine Translation Oct 12, 2021 Data Augmentation Machine Translation
Code Code Available ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks Sep 1, 2015 Feature Engineering Machine Translation
Code Code Available Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval May 31, 2019 Entity Embeddings Language Modeling
Code Code Available Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization Jun 8, 2017 Decoder Semantic Similarity
Code Code Available Audio Caption in a Car Setting with a Sentence-Level Loss May 31, 2019 Audio captioning Decoder
Code Code Available 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 Improving Sentence Embeddings with Automatic Generation of Training Data Using Few-shot Examples Feb 23, 2024 Dataset Generation Decoder
Code Code Available Multimodal Visual Concept Learning with Weakly Supervised Techniques Dec 3, 2017 Action Recognition Descriptive
Code Code Available Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings Jun 16, 2024 Retrieval Semantic Similarity
Code Code Available Revisiting Semantic Representation and Tree Search for Similar Question Retrieval Aug 22, 2019 All Information Retrieval
Code Code Available Zero-Shot Object Goal Visual Navigation With Class-Independent Relationship Network Oct 15, 2023 Object Semantic Similarity
Code Code Available A Bilingual Generative Transformer for Semantic Sentence Embedding Nov 10, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment Jan 1, 2025 Semantic Similarity Semantic Textual Similarity
Code Code Available Uncovering the Semantics of Wikipedia Categories Jun 28, 2019 Entity Disambiguation Knowledge Graphs
Code Code Available Cognition-aware Cognate Detection Dec 15, 2021 Cross-Lingual Information Retrieval Information Retrieval
Code Code Available A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Apr 2, 2019 Disentanglement Semantic Similarity
Code Code Available Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching Sep 13, 2022 Contrastive Learning Knowledge Distillation
Code Code Available HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection Nov 4, 2024 Anomaly Detection Attribute
Code Code Available Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks Jul 23, 2024 Keyword Extraction Semantic Similarity
Code Code Available RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning Mar 17, 2024 Contrastive Learning Semantic Textual Similarity
Code Code Available Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information Oct 1, 2018 Attribute Classification
Code Code Available AEON: A Method for Automatic Evaluation of NLP Test Cases May 13, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Indra: A Word Embedding and Semantic Relatedness Server May 1, 2018 Semantic Textual Similarity
Code Code Available COD3S: Diverse Generation with Discrete Semantic Signatures Oct 6, 2020 Diversity Semantic Textual Similarity
Code Code Available CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Feb 24, 2025 3D Instance Segmentation Continual Learning
Code Code Available Guiding and Diversifying LLM-Based Story Generation via Answer Set Programming Jun 1, 2024 Diversity Semantic Similarity
Code Code Available Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Sep 5, 2019 Language Modeling Language Modelling
Code Code Available What If: Generating Code to Answer Simulation Questions Apr 16, 2022 Program Synthesis Semantic Similarity
Code Code Available INO at Factify 2: Structure Coherence based Multi-Modal Fact Verification Mar 2, 2023 Claim Verification Fact Verification
Code Code Available NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization Feb 11, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual Entailment Aug 1, 2014 Information Retrieval Machine Translation
Code Code Available Near-lossless Binarization of Word Embeddings Mar 24, 2018 Binarization Semantic Similarity
Code Code Available Training Complex Models with Multi-Task Weak Supervision Oct 5, 2018 Matrix Completion Natural Language Inference
Code Code Available Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia Aug 1, 2017 Semantic Textual Similarity Task 2
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 GSTran: Joint Geometric and Semantic Coherence for Point Cloud Segmentation Aug 21, 2024 Point Cloud Segmentation Semantic Similarity
Code Code Available Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding May 12, 2023 Contrastive Learning Semantic Similarity
Code Code Available GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Aug 31, 2024 Pose Estimation Repetitive Action Counting
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 Automatic Design of Semantic Similarity Ensembles Using Grammatical Evolution Jul 3, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Integrating Visual and Semantic Similarity Using Hierarchies for Image Retrieval Aug 16, 2023 Content-Based Image Retrieval Image Retrieval
Code Code Available Neural Activation Semantic Models: Computational lexical semantic models of localized neural activations Aug 1, 2018 Dimensionality Reduction Semantic Similarity
Code Code Available 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 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 Training Cross-Lingual embeddings for Setswana and Sepedi Nov 11, 2021 Cross-Lingual Transfer Semantic Similarity
Code Code Available Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics May 6, 2020 Language Modeling Language Modelling
Code Code Available Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change Analysis May 19, 2023 Language Modeling Language Modelling
Code Code Available Interpretation of Semantic Tweet Representations Apr 4, 2017 Feature Engineering Property Prediction
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