Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making May 27, 2023 Adversarial Attack Decision Making
Code Code Available Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning Nov 29, 2023 Deep Reinforcement Learning Long Form Question Answering
Code Code Available Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving Safety Apr 18, 2025 Anomaly Detection Autonomous Driving
Code Code Available Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation Mar 15, 2022 Language Modeling Language Modelling
Code Code Available Syntactically Robust Training on Partially-Observed Data for Open Information Extraction Jan 17, 2023 Open Information Extraction Paraphrase Generation
Code Code Available Identifying Cognate Sets Across Dictionaries of Related Languages Sep 1, 2017 Semantic Similarity Semantic Textual Similarity
Code Code Available An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Sep 22, 2022 Contrastive Learning Representation Learning
Code Code Available Composition-contrastive Learning for Sentence Embeddings Jul 14, 2023 Contrastive Learning Semantic Textual Similarity
Code Code Available Modelling Sentence Pairs with Tree-structured Attentive Encoder Oct 10, 2016 Paraphrase Identification Question Selection
Code Code Available Identifying Semantic Divergences in Parallel Text without Annotations Mar 29, 2018 Machine Translation Semantic Similarity
Code Code Available Anchor-Aware Similarity Cohesion in Target Frames Enables Predicting Temporal Moment Boundaries in 2D Jan 1, 2025 Moment Retrieval Semantic Similarity
Code Code Available Using Sentence Embeddings and Semantic Similarity for Seeking Consensus when Assessing Trustworthy AI Aug 9, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity Apr 5, 2017 Semantic Similarity Semantic Textual Similarity
Code Code Available Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity Apr 2, 2024 Abstract Meaning Representation Fact Checking
Code Code Available Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Jul 19, 2020 Fake News Detection Language Modeling
Code Code Available Representation learning for very short texts using weighted word embedding aggregation Jul 2, 2016 Event Detection News Recommendation
Code Code Available MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction Apr 17, 2019 Decision Making LEMMA
Code Code Available IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner May 4, 2016 Semantic Textual Similarity Sentence
Code Code Available Better Summarization Evaluation with Word Embeddings for ROUGE Aug 25, 2015 Abstractive Text Summarization Semantic Similarity
Code Code Available More Than Meets The Eye: Semi-supervised Learning Under Non-IID Data Apr 20, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings May 25, 2016 Semantic Similarity Semantic Textual Similarity
Code Code Available Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe Jun 6, 2024 Decoder Retrieval
Code Code Available MSnet: A BERT-based Network for Gendered Pronoun Resolution Aug 1, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models May 19, 2025 Combinatorial Optimization Semantic Similarity
Code Code Available Image Similarity using An Ensemble of Context-Sensitive Models Jan 15, 2024 Dimensionality Reduction Semantic Similarity
Code Code Available MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval May 4, 2018 Cross-Modal Retrieval Retrieval
Code Code Available ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge Jun 17, 2025 Benchmarking Retrieval
Code Code Available Improve Chinese Word Embeddings by Exploiting Internal Structure Jun 1, 2016 Semantic Textual Similarity Text Classification
Code Code Available Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks Oct 11, 2021 class-incremental learning Class Incremental Learning
Code Code Available Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting Oct 26, 2022 Adversarial Robustness Model Optimization
Code Code Available Sentence Embeddings using Supervised Contrastive Learning Jun 9, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available WordNet Embeddings Jul 1, 2018 Representation Learning Semantic Similarity
Code Code Available An Assessment of Experimental Protocols for Tracing Changes in Word Semantics Relative to Accuracy and Reliability Aug 1, 2016 Semantic Textual Similarity
Code Code Available SSD: Towards Better Text-Image Consistency Metric in Text-to-Image Generation Oct 27, 2022 Image Generation Semantic Similarity
Code Code Available MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations May 20, 2025 Fact Checking Hallucination
Code Code Available HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text Feb 2, 2024 Adversarial Attack Hard-label Attack
Code Code Available Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient Feb 28, 2024 Representation Learning Self-Supervised Learning
Code Code Available A Generalized Method for Automated Multilingual Loanword Detection Oct 1, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Unsupervised Semantic Hashing with Pairwise Reconstruction Jul 1, 2020 Decoder Semantic Similarity
Code Code Available Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets Nov 1, 2020 Hate Speech Detection Selection bias
Code Code Available Comment Ranking Diversification in Forum Discussions Feb 27, 2020 Re-Ranking Semantic Similarity
Code Code Available Analyzing how BERT performs entity matching Apr 1, 2022 Entity Resolution Semantic Similarity
Code Code Available Collective Human Opinions in Semantic Textual Similarity Aug 8, 2023 Semantic Textual Similarity Sentence
Code Code Available 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 Hierarchy-based Image Embeddings for Semantic Image Retrieval Sep 26, 2018 Few-Shot Learning Image Retrieval
Code Code Available Sentence Representations via Gaussian Embedding May 22, 2023 Contrastive Learning Natural Language Inference
Code Code Available Improving Lexical Embeddings with Semantic Knowledge Jun 1, 2014 Language Modelling Learning Word Embeddings
Code Code Available Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation Oct 18, 2022 Abstract Meaning Representation Semantic Similarity
Code Code Available TechNet: Technology Semantic Network Based on Patent Data Jun 2, 2019 Knowledge Graphs Retrieval
Code Code Available Automatic Morpheme Segmentation and Labeling in Universal Dependencies Resources May 1, 2017 Semantic Textual Similarity Word Embeddings
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