| MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation | Nov 3, 2024 | Machine TranslationSentence | CodeCode Available | 0 |
| CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research | Nov 2, 2024 | Line DetectionSemantic Similarity | CodeCode Available | 1 |
| ReverseNER: A Self-Generated Example-Driven Framework for Zero-Shot Named Entity Recognition with Large Language Models | Nov 1, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-Attribute Linguistic Tuning for Controlled Paraphrase Generation | Oct 31, 2024 | AttributeDecoder | —Unverified | 0 |
| Phrase Decoupling Cross-Modal Hierarchical Matching and Progressive Position Correction for Visual Grounding | Oct 31, 2024 | ObjectPosition | CodeCode Available | 0 |
| Tiny Transformers Excel at Sentence Compression | Oct 30, 2024 | SentenceSentence Compression | —Unverified | 0 |
| Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment | Oct 30, 2024 | Passage RetrievalRAG | —Unverified | 0 |
| Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document | Oct 30, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| VPO: Leveraging the Number of Votes in Preference Optimization | Oct 30, 2024 | Sentence | CodeCode Available | 0 |
| Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models | Oct 28, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation | Oct 28, 2024 | Document Level Machine TranslationMachine Translation | CodeCode Available | 1 |
| Are BabyLMs Second Language Learners? | Oct 28, 2024 | Sentence | —Unverified | 0 |
| Hybrid Deep Learning for Legal Text Analysis: Predicting Punishment Durations in Indonesian Court Rulings | Oct 26, 2024 | Computational EfficiencyDocument Summarization | —Unverified | 0 |
| GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning | Oct 24, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction | Oct 24, 2024 | Representation LearningSentence | CodeCode Available | 1 |
| CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation | Oct 23, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Dialectal and Low-Resource Machine Translation for Aromanian | Oct 23, 2024 | Machine TranslationSentence | —Unverified | 0 |
| Advancing Interpretability in Text Classification through Prototype Learning | Oct 23, 2024 | ClassificationSentence | —Unverified | 0 |
| Science Out of Its Ivory Tower: Improving Accessibility with Reinforcement Learning | Oct 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts | Oct 22, 2024 | Boundary DetectionSentence | —Unverified | 0 |
| KatzBot: Revolutionizing Academic Chatbot for Enhanced Communication | Oct 21, 2024 | ChatbotLanguage Modeling | CodeCode Available | 0 |
| Principles of semantic and functional efficiency in grammatical patterning | Oct 21, 2024 | Sentence | —Unverified | 0 |
| A Psycholinguistic Evaluation of Language Models' Sensitivity to Argument Roles | Oct 21, 2024 | SensitivitySentence | —Unverified | 0 |
| Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context | Oct 21, 2024 | Sentence | —Unverified | 0 |
| AutoTrain: No-code training for state-of-the-art models | Oct 21, 2024 | Classificationimage-classification | CodeCode Available | 7 |
