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Language Modeling

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TitleStatusHype
LLMs Can Simulate Standardized Patients via Agent CoevolutionCode1
From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial InjectionCode1
WiseAD: Knowledge Augmented End-to-End Autonomous Driving with Vision-Language ModelCode1
SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based RecommendationsCode1
NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision AnalysisCode1
Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and TrainingCode1
Concept Bottleneck Large Language ModelsCode1
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving SequencesCode1
LLaVA-SpaceSGG: Visual Instruct Tuning for Open-vocabulary Scene Graph Generation with Enhanced Spatial RelationsCode1
RSUniVLM: A Unified Vision Language Model for Remote Sensing via Granularity-oriented Mixture of ExpertsCode1
Transformers Can Navigate Mazes With Multi-Step PredictionCode1
Smoothie: Label Free Language Model RoutingCode1
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNACode1
MIND: Effective Incorrect Assignment Detection through a Multi-Modal Structure-Enhanced Language ModelCode1
MISR: Measuring Instrumental Self-Reasoning in Frontier ModelsCode1
Composed Image Retrieval for Training-Free Domain ConversionCode1
Evaluating Language Models as Synthetic Data GeneratorsCode1
Scaling Inference-Time Search with Vision Value Model for Improved Visual ComprehensionCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language ModelCode1
Free and Customizable Code Documentation with LLMs: A Fine-Tuning ApproachCode1
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image AnalysisCode1
LongKey: Keyphrase Extraction for Long DocumentsCode1
PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency AdaptationCode1
VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive DecodingCode1
Multi-label Sequential Sentence Classification via Large Language ModelCode1
Revelio: Interpreting and leveraging semantic information in diffusion modelsCode1
ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long VideosCode1
Why do language models perform worse for morphologically complex languages?Code1
Planning-Driven Programming: A Large Language Model Programming WorkflowCode1
UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource LanguagesCode1
Robust Planning with Compound LLM Architectures: An LLM-Modulo ApproachCode1
Unlocking State-Tracking in Linear RNNs Through Negative EigenvaluesCode1
Selective Attention: Enhancing Transformer through Principled Context ControlCode1
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot LearningCode1
Improved GUI Grounding via Iterative NarrowingCode1
Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language ModelCode1
MetaLA: Unified Optimal Linear Approximation to Softmax Attention MapCode1
Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in TransformersCode1
Language Models as Causal Effect GeneratorsCode1
LLM-Neo: Parameter Efficient Knowledge Distillation for Large Language ModelsCode1
ITER: Iterative Transformer-based Entity Recognition and Relation ExtractionCode1
Aioli: A Unified Optimization Framework for Language Model Data MixingCode1
DELIFT: Data Efficient Language model Instruction Fine TuningCode1
AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein EngineeringCode1
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity DatasetCode1
Training Compute-Optimal Protein Language ModelsCode1
Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease KnowledgeCode1
Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language ModelsCode1
GraphXForm: Graph transformer for computer-aided molecular designCode1
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