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Language Modeling

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TitleStatusHype
Automata-based constraints for language model decoding—0
GeNet: A Multimodal LLM-Based Co-Pilot for Network Topology and Configuration—0
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy—0
Evaluating Voice Command Pipelines for Drone Control: From STT and LLM to Direct Classification and Siamese Networks—0
HiLight: Technical Report on the Motern AI Video Language Model—0
LokiLM: Technical Report—0
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models—0
Deconstructing What Makes a Good Optimizer for Language Models—0
Token-Mol 1.0: Tokenized drug design with large language model—0
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches—0
Towards a text-based quantitative and explainable histopathology image analysisCode0
PaliGemma: A versatile 3B VLM for transfer—0
Malicious Path Manipulations via Exploitation of Representation Vulnerabilities of Vision-Language Navigation Systems—0
Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation—0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training—0
A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts—0
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case StudyCode0
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance—0
LETS-C: Leveraging Text Embedding for Time Series Classification—0
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory—0
GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing—0
GenFollower: Enhancing Car-Following Prediction with Large Language Models—0
Artificial Intuition: Efficient Classification of Scientific Abstracts—0
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian—0
Large Language Models for Judicial Entity Extraction: A Comparative Study—0
Enhancing Language Model Rationality with Bi-Directional Deliberation Reasoning—0
Large Language Model Recall Uncertainty is Modulated by the Fan EffectCode0
MST5 -- Multilingual Question Answering over Knowledge GraphsCode0
On the Power of Convolution Augmented Transformer—0
On Speeding Up Language Model Evaluation—0
Using Grammar Masking to Ensure Syntactic Validity in LLM-based Modeling Tasks—0
E^2CFD: Towards Effective and Efficient Cost Function Design for Safe Reinforcement Learning via Large Language Model—0
Variational Best-of-N Alignment—0
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course—0
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System ResponsesCode0
Biomedical Nested NER with Large Language Model and UMLS Heuristics—0
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM CompressionCode0
SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal GroundingCode0
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition—0
Written Term Detection Improves Spoken Term DetectionCode0
Towards Context-aware Support for Color Vision Deficiency: An Approach Integrating LLM and AR—0
Romanization Encoding For Multilingual ASR—0
Testing learning hypotheses using neural networks by manipulating learning data—0
Spontaneous Reward Hacking in Iterative Self-Refinement—0
PoPreRo: A New Dataset for Popularity Prediction of Romanian Reddit PostsCode0
Semi-supervised Learning for Code-Switching ASR with Large Language Model Filter—0
Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models—0
Aligning Model Evaluations with Human Preferences: Mitigating Token Count Bias in Language Model Assessments—0
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model—0
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