| Latent Convergence Modulation in Large Language Models: A Novel Approach to Iterative Contextual Realignment | Feb 10, 2025 | Computational EfficiencySentence | —Unverified | 0 |
| Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization | Feb 10, 2025 | Document SummarizationNatural Language Inference | —Unverified | 0 |
| Multi-label Scandinavian Language Identification (SLIDE) | Feb 10, 2025 | Language IdentificationSentence | CodeCode Available | 0 |
| Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language | Feb 10, 2025 | Drug DiscoveryMolecule Captioning | CodeCode Available | 0 |
| Structural Reformation of Large Language Model Neuron Encapsulation for Divergent Information Aggregation | Feb 10, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements | Feb 10, 2025 | Sentence | CodeCode Available | 1 |
| SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation | Feb 10, 2025 | Adversarial TextParaphrase Generation | CodeCode Available | 0 |
| Content-Driven Local Response: Supporting Sentence-Level and Message-Level Mobile Email Replies With and Without AI | Feb 10, 2025 | Sentence | —Unverified | 0 |
| Learning to Substitute Words with Model-based Score Ranking | Feb 9, 2025 | Sentence | CodeCode Available | 0 |
| Probing Internal Representations of Multi-Word Verbs in Large Language Models | Feb 7, 2025 | Sentence | —Unverified | 0 |
| Variation of sentence length across time and genre | Feb 6, 2025 | Sentence | —Unverified | 0 |
| BOUQuET: dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation | Feb 6, 2025 | Machine TranslationSentence | —Unverified | 0 |
| How does a Multilingual LM Handle Multiple Languages? | Feb 6, 2025 | Multilingual NLPMultilingual Word Embeddings | —Unverified | 0 |
| Context-Preserving Gradient Modulation for Large Language Models: A Novel Approach to Semantic Consistency in Long-Form Text Generation | Feb 5, 2025 | Computational EfficiencyForm | —Unverified | 0 |
| SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models | Feb 5, 2025 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Exploring Spatial Language Grounding Through Referring Expressions | Feb 4, 2025 | Image CaptioningNegation | —Unverified | 0 |
| Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction | Feb 4, 2025 | Aspect Sentiment Triplet ExtractionContrastive Learning | —Unverified | 0 |
| Mixed Feelings: Cross-Domain Sentiment Classification of Patient Feedback | Jan 31, 2025 | SentenceSentiment Analysis | —Unverified | 0 |
| On the Impact of Noise in Differentially Private Text Rewriting | Jan 31, 2025 | Sentence | CodeCode Available | 0 |
| Citation Recommendation based on Argumentative Zoning of User Queries | Jan 30, 2025 | Citation RecommendationMulti-Task Learning | —Unverified | 0 |
| Multiple Abstraction Level Retrieve Augment Generation | Jan 28, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks | Jan 27, 2025 | Data AugmentationPseudo Label | —Unverified | 0 |
| Challenging Assumptions in Learning Generic Text Style Embeddings | Jan 27, 2025 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction | Jan 25, 2025 | DecoderMachine Translation | —Unverified | 0 |
| New Evaluation Paradigm for Lexical Simplification | Jan 25, 2025 | Complex Word IdentificationIn-Context Learning | —Unverified | 0 |
| Who is the root in a syntactic dependency structure? | Jan 25, 2025 | PositionSentence | —Unverified | 0 |
| Technology Mapping with Large Language Models | Jan 25, 2025 | RetrievalSentence | —Unverified | 0 |
| Exploring Primitive Visual Measurement Understanding and the Role of Output Format in Learning in Vision-Language Models | Jan 25, 2025 | AttributeSentence | —Unverified | 0 |
| State Space Models for Extractive Summarization in Low Resource Scenarios | Jan 24, 2025 | Extractive SummarizationMamba | —Unverified | 0 |
| Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives | Jan 24, 2025 | Sentence | CodeCode Available | 0 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 |
| A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference | Jan 23, 2025 | Natural Language InferenceSentence | —Unverified | 0 |
| 2-Tier SimCSE: Elevating BERT for Robust Sentence Embeddings | Jan 23, 2025 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback | Jan 23, 2025 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Domain-Specific Machine Translation to Translate Medicine Brochures in English to Sorani Kurdish | Jan 23, 2025 | Machine TranslationSentence | —Unverified | 0 |
| CRPO: Confidence-Reward Driven Preference Optimization for Machine Translation | Jan 23, 2025 | DecoderMachine Translation | —Unverified | 0 |
| Multifractal hopscotch in "Hopscotch" by Julio Cortazar | Jan 22, 2025 | Sentence | —Unverified | 0 |
| Punctuation patterns in "Finnegans Wake" by James Joyce are largely translation-invariant | Jan 22, 2025 | Sentence | —Unverified | 0 |
| FlanEC: Exploring Flan-T5 for Post-ASR Error Correction | Jan 22, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Cross-Entropy Attacks to Language Models via Rare Event Simulation | Jan 21, 2025 | Document ClassificationSaliency Ranking | CodeCode Available | 0 |
| FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression | Jan 21, 2025 | SentenceSentence Embeddings | —Unverified | 0 |
| Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP | Jan 19, 2025 | Image GenerationImage Segmentation | —Unverified | 0 |
| Multi-modal Fusion and Query Refinement Network for Video Moment Retrieval and Highlight Detection | Jan 18, 2025 | AvgHighlight Detection | —Unverified | 0 |
| Adapting Large Language Models for Character-based Augmentative and Alternative Communication | Jan 17, 2025 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems | Jan 16, 2025 | Question AnsweringRAG | —Unverified | 0 |
| ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset | Jan 16, 2025 | HallucinationSentence | CodeCode Available | 1 |
| Multimodal Fake News Video Explanation: Dataset, Analysis and Evaluation | Jan 15, 2025 | DecoderExplanation Generation | —Unverified | 0 |
| MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities | Jan 15, 2025 | DecoderLanguage Modeling | —Unverified | 0 |
| Doc-Guided Sent2Sent++: A Sent2Sent++ Agent with Doc-Guided memory for Document-level Machine Translation | Jan 15, 2025 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| Enhancing Automated Interpretability with Output-Centric Feature Descriptions | Jan 14, 2025 | Sentence | CodeCode Available | 1 |