SAMScore: A Content Structural Similarity Metric for Image Translation Evaluation May 24, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations May 24, 2023 Decoder Representation Learning
Code Code Available C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models May 23, 2023 Language Modeling Language Modelling
Code Code Available Modeling Empathic Similarity in Personal Narratives May 23, 2023 Retrieval Semantic Similarity
— Unverified Sentence Representations via Gaussian Embedding May 22, 2023 Contrastive Learning Natural Language Inference
Code Code Available SneakyPrompt: Jailbreaking Text-to-image Generative Models May 20, 2023 Reinforcement Learning (RL) Semantic Similarity
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 Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs May 19, 2023 Question Answering Semantic Similarity
Code Code Available Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings May 18, 2023 Language Modeling Language Modelling
— Unverified Balancing Lexical and Semantic Quality in Abstractive Summarization May 17, 2023 Abstractive Text Summarization Re-Ranking
Code Code Available Semantic Similarity Measure of Natural Language Text through Machine Learning and a Keyword-Aware Cross-Encoder-Ranking Summarizer -- A Case Study Using UCGIS GIS&T Body of Knowledge May 17, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified Clustering-Aware Negative Sampling for Unsupervised Sentence Representation May 17, 2023 Clustering Contrastive Learning
Code Code Available Adapting Sentence Transformers for the Aviation Domain May 16, 2023 Denoising Natural Language Inference
— Unverified Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks May 15, 2023 Knowledge Graphs Semantic Similarity
Code Code Available PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity May 13, 2023 Machine Translation Semantic Similarity
— Unverified Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding May 12, 2023 Contrastive Learning Semantic Similarity
Code Code Available SMATCH++: Standardized and Extended Evaluation of Semantic Graphs May 11, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Benchmarking large language models for biomedical natural language processing applications and recommendations May 10, 2023 Benchmarking Document Classification
Code Code Available Alleviating Over-smoothing for Unsupervised Sentence Representation May 9, 2023 Contrastive Learning Semantic Textual Similarity
Code Code Available REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models May 5, 2023 Code Search Contrastive Learning
Code Code Available Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation May 5, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation May 4, 2023 Segmentation Semantic Similarity
— Unverified Improving Contrastive Learning of Sentence Embeddings from AI Feedback May 3, 2023 Contrastive Learning Data Augmentation
Code Code Available Neural Keyphrase Generation: Analysis and Evaluation Apr 27, 2023 Decoder Keyphrase Generation
— Unverified Deep Lifelong Cross-modal Hashing Apr 26, 2023 Cross-Modal Retrieval Lifelong learning
— Unverified Low-resource Bilingual Dialect Lexicon Induction with Large Language Models Apr 19, 2023 Bilingual Lexicon Induction Machine Translation
Code Code Available Bridging Natural Language Processing and Psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish Apr 19, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings Apr 18, 2023 Contrastive Learning Retrieval
— Unverified Learning Geometry-aware Representations by Sketching Apr 17, 2023 Attribute Semantic Similarity
— Unverified A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery Apr 16, 2023 Clustering Intent Discovery
— Unverified PCPNet: An Efficient and Semantic-Enhanced Transformer Network for Point Cloud Prediction Apr 16, 2023 Autonomous Vehicles Decision Making
Code Code Available Semantic Feature Verification in FLAN-T5 Apr 12, 2023 Language Modeling Language Modelling
— Unverified Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding Apr 9, 2023 Document Classification named-entity-recognition
Code Code Available Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm Apr 6, 2023 Semantic Textual Similarity Sentence
— Unverified Efficient Audio Captioning Transformer with Patchout and Text Guidance Apr 6, 2023 Audio captioning Caption Generation
— Unverified SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail Mar 31, 2023 Representation Learning Semantic Similarity
— Unverified Using Semantic Similarity and Text Embedding to Measure the Social Media Echo of Strategic Communications Mar 29, 2023 Diversity Semantic Similarity
— Unverified LEURN: Learning Explainable Univariate Rules with Neural Networks Mar 27, 2023 Feature Importance Semantic Similarity
— Unverified A Novel Patent Similarity Measurement Methodology: Semantic Distance and Technological Distance Mar 23, 2023 Patent classification Semantic Similarity
Code Code Available Micro-video Tagging via Jointly Modeling Social Influence and Tag Relation Mar 15, 2023 Link Prediction Relation
Code Code Available ESCL: Equivariant Self-Contrastive Learning for Sentence Representations Mar 9, 2023 Contrastive Learning Multi-Task Learning
— Unverified INO at Factify 2: Structure Coherence based Multi-Modal Fact Verification Mar 2, 2023 Claim Verification Fact Verification
Code Code Available Weighted Sampling for Masked Language Modeling Feb 28, 2023 Language Modeling Language Modelling
— Unverified AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Feb 14, 2023 Clustering Language Modeling
— Unverified NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization Feb 11, 2023 Semantic Similarity Semantic Textual Similarity
Code Code Available A Parametric Similarity Method: Comparative Experiments based on Semantically Annotated Large Datasets Feb 8, 2023 Semantic Similarity Semantic Textual Similarity
— Unverified Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach Feb 3, 2023 Articles Decision Making
— Unverified How to choose "Good" Samples for Text Data Augmentation Feb 2, 2023 Data Augmentation Semantic Similarity
— Unverified TransFool: An Adversarial Attack against Neural Machine Translation Models Feb 2, 2023 Adversarial Attack Language Modelling
Code Code Available 