Interpreting the Syntactic and Social Elements of the Tweet Representations via Elementary Property Prediction Tasks Nov 15, 2016 Property Prediction Representation Learning
Code Code Available Short Text Hashing Improved by Integrating Multi-Granularity Topics and Tags Mar 10, 2015 Semantic Similarity Semantic Textual Similarity
Code Code Available Auto-Encoding Dictionary Definitions into Consistent Word Embeddings Oct 1, 2018 Document Classification Machine Translation
Code Code Available Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available 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 Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks Mar 25, 2024 Descriptive Motion Planning
Code Code Available CitRet: A Hybrid Model for Cited Text Span Retrieval Oct 1, 2022 Retrieval Semantic Textual Similarity
Code Code Available Global and Local Information Adjustment for Semantic Similarity Evaluation May 1, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Neural sentence embedding models for semantic similarity estimation in the biomedical domain Oct 1, 2021 Articles Semantic Similarity
Code Code Available Supervised Online Hashing via Hadamard Codebook Learning Apr 28, 2019 Retrieval Semantic Similarity
Code Code Available Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Mar 12, 2025 Contrastive Learning Domain Adaptation
Code Code Available Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms Jul 29, 2021 Data Augmentation Semantic Similarity
Code Code Available Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing Oct 18, 2023 Decoder Natural Language Inference
Code Code Available Investigating the Effects of Word Substitution Errors on Sentence Embeddings Nov 16, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Adversarial Self-Attention for Language Understanding Jun 25, 2022 Machine Reading Comprehension Named Entity Recognition (NER)
Code Code Available Transfer Fine-Tuning: A BERT Case Study Sep 3, 2019 Natural Language Understanding Paraphrase Identification
Code Code Available Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health Jun 6, 2023 Data Augmentation Semantic Similarity
Code Code Available GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method Nov 1, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models Jul 5, 2021 Commonsense Causal Reasoning Semantic Similarity
Code Code Available TextBugger: Generating Adversarial Text Against Real-world Applications Dec 13, 2018 Adversarial Text Machine Translation
Code Code Available Sim-GPT: Text Similarity via GPT Annotated Data Dec 9, 2023 Semantic Textual Similarity Sentence
Code Code Available NLP Verification: Towards a General Methodology for Certifying Robustness Mar 15, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain Apr 29, 2024 Semantic Similarity Semantic Textual Similarity
Code Code Available Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution Oct 6, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Transfer learning for semantic similarity measures based on symbolic regression Jul 2, 2023 regression Semantic Similarity
Code Code Available Distilling Word Meaning in Context from Pre-trained Language Models Nov 1, 2021 Language Modeling Language Modelling
Code Code Available Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Dec 23, 2021 Dialect Identification GPU
Code Code Available You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM Oct 28, 2022 Language Modeling Language Modelling
Code Code Available SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt Denoising Mar 7, 2024 Denoising Instance Segmentation
Code Code Available Chinese Word Sense Embedding with SememeWSD and Synonym Set Jun 29, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Novel Categories Discovery Via Constraints on Empirical Prediction Statistics Jul 7, 2023 Clustering Pseudo Label
Code Code Available Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Oct 16, 2020 Data Augmentation Domain Adaptation
Code Code Available Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment Mar 10, 2025 Semantic Similarity Semantic Textual Similarity
Code Code Available Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features Jul 21, 2020 Fact Checking Retrieval
Code Code Available JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Jan 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available Character-based Neural Networks for Sentence Pair Modeling May 21, 2018 Language Modeling Language Modelling
Code Code Available TransFool: An Adversarial Attack against Neural Machine Translation Models Feb 2, 2023 Adversarial Attack Language Modelling
Code Code Available Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity Aug 1, 2017 Dimensionality Reduction Semantic Similarity
Code Code Available Utilizing a null class to restrict decision spaces and defend against neural network adversarial attacks Feb 24, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Joint Word Representation Learning using a Corpus and a Semantic Lexicon Nov 19, 2015 Representation Learning Semantic Similarity
Code Code Available Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection Aug 19, 2023 feature selection Semantic Textual Similarity
Code Code Available Distilling Monolingual and Crosslingual Word-in-Context Representations Sep 13, 2024 Language Modeling Language Modelling
Code Code Available Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs Jan 24, 2025 Knowledge Graphs Medical Question Answering
Code Code Available Assessing Wordnets with WordNet Embeddings Jul 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available GenSense: A Generalized Sense Retrofitting Model Aug 1, 2018 model Semantic Similarity
Code Code Available Category-aware EEG image generation based on wavelet transform and contrast semantic loss May 30, 2025 EEG Image Generation
Code Code Available Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available CARER: Contextualized Affect Representations for Emotion Recognition Oct 1, 2018 Emotion Recognition Semantic Textual Similarity
Code Code Available Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints Sep 4, 2018 Semantic Similarity Semantic Textual Similarity
Code Code Available REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models May 5, 2023 Code Search Contrastive Learning
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