| Data-centric NLP Backdoor Defense from the Lens of Memorization | Sep 21, 2024 | Backdoor Attackbackdoor defense | —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 |
| Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning | Sep 21, 2024 | Contrastive LearningEnvironmental Sound Classification | —Unverified | 0 |
| Loop Neural Networks for Parameter Sharing | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OAEI-LLM: A Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Survey on Large Language Model-empowered Autonomous Driving | Sep 21, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Measuring Copyright Risks of Large Language Model via Partial Information Probing | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia | Sep 20, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists | Sep 20, 2024 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| CI-Bench: Benchmarking Contextual Integrity of AI Assistants on Synthetic Data | Sep 20, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Large Language Model Should Understand Pinyin for Chinese ASR Error Correction | Sep 20, 2024 | Automatic Speech RecognitionLanguage Modeling | —Unverified | 0 |
| Exploring Scaling Laws for Local SGD in Large Language Model Training | Sep 20, 2024 | Distributed OptimizationEdge-computing | —Unverified | 0 |
| LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR | Sep 20, 2024 | ARCAutomatic Speech Recognition | —Unverified | 0 |
| LLMR: Knowledge Distillation with a Large Language Model-Induced Reward | Sep 19, 2024 | Dialogue GenerationKnowledge Distillation | —Unverified | 0 |
| KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning | Sep 19, 2024 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists | Sep 19, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization | Sep 19, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| LARE: Latent Augmentation using Regional Embedding with Vision-Language Model | Sep 19, 2024 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| CLAIR-A: Leveraging Large Language Models to Judge Audio Captions | Sep 19, 2024 | Audio captioningLanguage Modeling | CodeCode Available | 0 |
| Incremental and Data-Efficient Concept Formation to Support Masked Word Prediction | Sep 19, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries | Sep 19, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Profiling Patient Transcript Using Large Language Model Reasoning Augmentation for Alzheimer's Disease Detection | Sep 19, 2024 | Alzheimer's Disease DetectionLanguage Modeling | CodeCode Available | 0 |
| Preference Alignment Improves Language Model-Based TTS | Sep 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas | Sep 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Small Language Models are Equation Reasoners | Sep 19, 2024 | Arithmetic ReasoningKnowledge Distillation | —Unverified | 0 |
| VERA: Validation and Enhancement for Retrieval Augmented systems | Sep 18, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing | Sep 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Takin: A Cohort of Superior Quality Zero-shot Speech Generation Models | Sep 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RUIE: Retrieval-based Unified Information Extraction using Large Language Model | Sep 18, 2024 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
| The Impact of Element Ordering on LM Agent Performance | Sep 18, 2024 | Dimensionality ReductionLanguage Modeling | CodeCode Available | 0 |
| GRIN: GRadient-INformed MoE | Sep 18, 2024 | HellaSwagHumanEval | —Unverified | 0 |
| Low Frame-rate Speech Codec: a Codec Designed for Fast High-quality Speech LLM Training and Inference | Sep 18, 2024 | Audio CompressionLanguage Modeling | —Unverified | 0 |
| MeTHanol: Modularized Thinking Language Models with Intermediate Layer Thinking, Decoding and Bootstrapping Reasoning | Sep 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement | Sep 18, 2024 | Collaborative FilteringLanguage Modeling | —Unverified | 0 |
| Improving the Efficiency of Visually Augmented Language Models | Sep 17, 2024 | Image GenerationImage Retrieval | CodeCode Available | 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 |
| Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM-as-a-Judge & Reward Model: What They Can and Cannot Do | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness | Sep 17, 2024 | FairnessLanguage Modeling | —Unverified | 0 |
| KALE: An Artwork Image Captioning System Augmented with Heterogeneous Graph | Sep 17, 2024 | cross-modal alignmentImage Captioning | CodeCode Available | 0 |
| Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction | Sep 17, 2024 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 0 |
| ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering | Sep 17, 2024 | Formal LogicLanguage Modeling | —Unverified | 0 |
| Strategic Insights in Human and Large Language Model Tactics at Word Guessing Games | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Says Who? Effective Zero-Shot Annotation of Focalization | Sep 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semformer: Transformer Language Models with Semantic Planning | Sep 17, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Multidimensional Human Activity Recognition With Large Language Model: A Conceptual Framework | Sep 16, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| MotionCom: Automatic and Motion-Aware Image Composition with LLM and Video Diffusion Prior | Sep 16, 2024 | Image GenerationLanguage Modeling | CodeCode Available | 0 |