| Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text | Oct 2, 2024 | Sentence | CodeCode Available | 0 |
| Intent Detection in the Age of LLMs | Oct 2, 2024 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models | Oct 2, 2024 | Multiple-choiceparameter-efficient fine-tuning | CodeCode Available | 0 |
| Unlocking Korean Verbs: A User-Friendly Exploration into the Verb Lexicon | Oct 1, 2024 | Semantic Role LabelingSentence | —Unverified | 0 |
| Impermanent loss and loss-vs-rebalancing I: some statistical properties | Oct 1, 2024 | Sentence | —Unverified | 0 |
| Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language | Sep 30, 2024 | Few-Shot LearningSentence | CodeCode Available | 0 |
| HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding | Sep 30, 2024 | HallucinationObject | CodeCode Available | 0 |
| Analysing Zero-Shot Readability-Controlled Sentence Simplification | Sep 30, 2024 | SentenceText Simplification | —Unverified | 0 |
| Black-Box Segmentation of Electronic Medical Records | Sep 29, 2024 | SegmentationSentence | —Unverified | 0 |
| Adversarial Examples for DNA Classification | Sep 29, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| DiMB-RE: Mining the Scientific Literature for Diet-Microbiome Associations | Sep 29, 2024 | Literature Miningnamed-entity-recognition | CodeCode Available | 0 |
| Edit-Constrained Decoding for Sentence Simplification | Sep 28, 2024 | Sentence | CodeCode Available | 0 |
| A TextGCN-Based Decoding Approach for Improving Remote Sensing Image Captioning | Sep 27, 2024 | DecoderFairness | —Unverified | 0 |
| SECURE: Semantics-aware Embodied Conversation under Unawareness for Lifelong Robot Learning | Sep 26, 2024 | Novel ConceptsSentence | —Unverified | 0 |
| Evaluating Multilingual Long-Context Models for Retrieval and Reasoning | Sep 26, 2024 | RetrievalSentence | CodeCode Available | 0 |
| How Transliterations Improve Crosslingual Alignment | Sep 25, 2024 | SentenceTransliteration | CodeCode Available | 0 |
| PTQ4RIS: Post-Training Quantization for Referring Image Segmentation | Sep 25, 2024 | Image SegmentationQuantization | CodeCode Available | 0 |
| Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation | Sep 25, 2024 | SentenceTranslation | —Unverified | 0 |
| Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs | Sep 24, 2024 | In-Context LearningSentence | —Unverified | 0 |
| Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint | Sep 24, 2024 | DisentanglementRepresentation Learning | CodeCode Available | 0 |
| Spelling Correction through Rewriting of Non-Autoregressive ASR Lattices | Sep 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation | Sep 24, 2024 | Multiple-choiceSentence | —Unverified | 0 |
| Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking | Sep 24, 2024 | Model SelectionSentence | CodeCode Available | 0 |
| An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models | Sep 23, 2024 | Clone DetectionDomain Adaptation | —Unverified | 0 |
| Using Similarity to Evaluate Factual Consistency in Summaries | Sep 23, 2024 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| Target-Aware Language Modeling via Granular Data Sampling | Sep 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet Extraction | Sep 23, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task | Sep 23, 2024 | DecoderMachine Translation | —Unverified | 0 |
| Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints | Sep 22, 2024 | Semantic ParsingSentence | —Unverified | 0 |
| Data-centric NLP Backdoor Defense from the Lens of Memorization | Sep 21, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Towards Building Efficient Sentence BERT Models using Layer Pruning | Sep 21, 2024 | Natural Language InferenceSemantic Textual Similarity | —Unverified | 0 |
| Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can Language Model Understand Word Semantics as A Chatbot? An Empirical Study of Language Model Internal External Mismatch | Sep 21, 2024 | ChatbotDecoder | —Unverified | 0 |
| A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models | Sep 20, 2024 | HallucinationSentence | —Unverified | 0 |
| Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning | Sep 19, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Exploring an Inter-Pausal Unit (IPU) based Approach for Indic End-to-End TTS Systems | Sep 18, 2024 | Sentencetext-to-speech | —Unverified | 0 |
| Linear Recency Bias During Training Improves Transformers' Fit to Reading Times | Sep 17, 2024 | Sentence | —Unverified | 0 |
| Exploring ChatGPT-based Augmentation Strategies for Contrastive Aspect-based Sentiment Analysis | Sep 17, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Entity-Aware Self-Attention and Contextualized GCN for Enhanced Relation Extraction in Long Sentences | Sep 15, 2024 | PositionRelation | —Unverified | 0 |
| PersonaMark: Personalized LLM watermarking for model protection and user attribution | Sep 15, 2024 | AttributeSentence | —Unverified | 0 |
| LLM-Powered Grapheme-to-Phoneme Conversion: Benchmark and Case Study | Sep 13, 2024 | BenchmarkingGrapheme-to-Phoneme Conversion | —Unverified | 0 |
| Exploring syntactic information in sentence embeddings through multilingual subject-verb agreement | Sep 10, 2024 | Multiple-choiceSentence | —Unverified | 0 |
| Exploring Italian sentence embeddings properties through multi-tasking | Sep 10, 2024 | SentenceSentence Embeddings | —Unverified | 0 |
| Sentiment Informed Sentence BERT-Ensemble Algorithm for Depression Detection | Sep 7, 2024 | Depression DetectionSentence | —Unverified | 0 |
| DiVA-DocRE: A Discriminative and Voice-Aware Paradigm for Document-Level Relation Extraction | Sep 7, 2024 | Document-level Relation ExtractionReading Comprehension | —Unverified | 0 |
| A Novel Dataset for Video-Based Autism Classification Leveraging Extra-Stimulatory Behavior | Sep 6, 2024 | Sentence | —Unverified | 0 |
| Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features | Sep 6, 2024 | Feature EngineeringFew-Shot Learning | —Unverified | 0 |
| Development of the Listening in Spatialized Noise-Sentences (LiSN-S) Test in Brazilian Portuguese: Presentation Software, Speech Stimuli, and Sentence Equivalence | Sep 6, 2024 | Sentence | —Unverified | 0 |
| N-gram Prediction and Word Difference Representations for Language Modeling | Sep 5, 2024 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| CLUE: Concept-Level Uncertainty Estimation for Large Language Models | Sep 4, 2024 | HallucinationSentence | —Unverified | 0 |