Paper List

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Summary of How Good Are Llms For Literary Translation, Really? Literary Translation Evaluation with Humans and Llms, by Ran Zhang et al.
Summary of Low-latency Video Anonymization For Crowd Anomaly Detection: Privacy Vs. Performance, by Mulugeta Weldezgina Asres and Lei Jiao and Christian Walter Omlin
Summary of Llm-based Online Prediction Of Time-varying Graph Signals, by Dayu Qin et al.
Summary of Ai Readiness in Healthcare Through Storytelling Xai, by Akshat Dubey et al.
Summary of Cellpose+, a Morphological Analysis Tool For Feature Extraction Of Stained Cell Images, by Israel A. Huaman et al.
Summary of Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances, by Shilin Lu et al.
Summary of Should We Really Edit Language Models? on the Evaluation Of Edited Language Models, by Qi Li et al.
Summary of Applying Neural Monte Carlo Tree Search to Unsignalized Multi-intersection Scheduling For Autonomous Vehicles, by Yucheng Shi et al.
Summary of Towards Visual Text Design Transfer Across Languages, by Yejin Choi et al.
Summary of Demystifying Large Language Models For Medicine: a Primer, by Qiao Jin et al.
Summary of From English-centric to Effective Bilingual: Llms with Custom Tokenizers For Underrepresented Languages, by Artur Kiulian et al.
Summary of Decore: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations, By Aryo Pradipta Gema et al.
Summary of The Cat and Mouse Game: the Ongoing Arms Race Between Diffusion Models and Detection Methods, by Linda Laurier et al.
Summary of Guiding Empowerment Model: Liberating Neurodiversity in Online Higher Education, by Hannah Beaux et al.
Summary of Data Augmentation For Automated Adaptive Rodent Training, by Dibyendu Das et al.
Summary of Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models Via Model Editing, by Dongliang Guo et al.
Summary of Assessing the Creativity Of Llms in Proposing Novel Solutions to Mathematical Problems, by Junyi Ye et al.
Summary of Kenyan Sign Language (ksl) Dataset: Using Artificial Intelligence (ai) in Bridging Communication Barrier Among the Deaf Learners, by Lilian Wanzare et al.
Summary of Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning, by Lei Hu et al.
Summary of Contextual Biasing to Improve Domain-specific Custom Vocabulary Audio Transcription Without Explicit Fine-tuning Of Whisper Model, by Vishakha Lall et al.
Summary of Integrating Canonical Neural Units and Multi-scale Training For Handwritten Text Recognition, by Zi-rui Wang
Summary of Skywork-reward: Bag Of Tricks For Reward Modeling in Llms, by Chris Yuhao Liu et al.
Summary of Beyond Multiple-choice Accuracy: Real-world Challenges Of Implementing Large Language Models in Healthcare, by Yifan Yang et al.
Summary of Gene-metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph For Metabolite Production, by Kexuan Xin et al.
Summary of Llm As a Code Generator in Agile Model Driven Development, by Ahmed R. Sadik et al.
Summary of Sfb-net For Cardiac Segmentation: Bridging the Semantic Gap with Attention, by Nicolas Portal (su) et al.
Summary of Pract: Optimizing Principled Reasoning and Acting Of Llm Agent, by Zhiwei Liu et al.
Summary of A Framework For Gnss-based Solutions Performance Analysis in An Ertms Context, by Juliette Marais (cosys-leost) et al.
Summary of Logo — Long Context Alignment Via Efficient Preference Optimization, by Zecheng Tang et al.
Summary of On Explaining with Attention Matrices, by Omar Naim and Nicholas Asher
Summary of Bielik 7b V0.1: a Polish Language Model — Development, Insights, and Evaluation, by Krzysztof Ociepa et al.
Summary of Explainable News Summarization — Analysis and Mitigation Of Disagreement Problem, by Seema Aswani et al.
Summary of Siked: Self-guided Iterative Knowledge Distillation For Mathematical Reasoning, by Shivam Adarsh et al.
Summary of Agentstore: Scalable Integration Of Heterogeneous Agents As Specialized Generalist Computer Assistant, by Chengyou Jia et al.
Summary of Leveraging Deep Learning For Time Series Extrinsic Regression in Predicting Photometric Metallicity Of Fundamental-mode Rr Lyrae Stars, by Lorenzo Monti et al.
Summary of Dynamic Guided and Domain Applicable Safeguards For Enhanced Security in Large Language Models, by Weidi Luo and He Cao and Zijing Liu and Yu Wang and Aidan Wong and Bing Feng and Yuan Yao and Yu Li
Summary of Benchmarking Floworks Against Openai & Anthropic: a Novel Framework For Enhanced Llm Function Calling, by Nirav Bhan et al.
Summary of Expertflow: Optimized Expert Activation and Token Allocation For Efficient Mixture-of-experts Inference, by Xin He et al.
Summary of Ai Driven Health Recommender, by K. Vignesh et al.
Summary of Benchmarking Foundation Models on Exceptional Cases: Dataset Creation and Validation, by Suho Kang et al.
Summary of Cross-lingual Transfer Of Reward Models in Multilingual Alignment, by Jiwoo Hong et al.
Summary of Graphteam: Facilitating Large Language Model-based Graph Analysis Via Multi-agent Collaboration, by Xin Sky Li et al.
Summary of Key Algorithms For Keyphrase Generation: Instruction-based Llms For Russian Scientific Keyphrases, by Anna Glazkova et al.
Summary of Explaining Bayesian Networks in Natural Language Using Factor Arguments. Evaluation in the Medical Domain, by Jaime Sevilla et al.
Summary of Tp-eval: Tap Multimodal Llms’ Potential in Evaluation by Customizing Prompts, By Yuxuan Xie et al.
Summary of Texturemedefect: Llm-based Defect Texture Generation For Railway Components on Mobile Devices, by Rahatara Ferdousi et al.
Summary of Ringgesture: a Ring-based Mid-air Gesture Typing System Powered by a Deep-learning Word Prediction Framework, By Junxiao Shen et al.
Summary of Navip: An Image-centric Indoor Navigation Solution For Visually Impaired People, by Jun Yu et al.
Summary of Meaning Typed Prompting: a Technique For Efficient, Reliable Structured Output Generation, by Chandra Irugalbandara
Summary of Analyzing Nobel Prize Literature with Large Language Models, by Zhenyuan Yang et al.
Summary of Optimizing the Role Of Human Evaluation in Llm-based Spoken Document Summarization Systems, by Margaret Kroll and Kelsey Kraus
Summary of Advancing Nlp Security by Leveraging Llms As Adversarial Engines, By Sudarshan Srinivasan et al.
Summary of Neural Cover Selection For Image Steganography, by Karl Chahine and Hyeji Kim
Summary of Human-agent Coordination in Games Under Incomplete Information Via Multi-step Intent, by Shenghui Chen et al.
Summary of Imdy: Human Inverse Dynamics From Imitated Observations, by Xinpeng Liu et al.
Summary of Process Supervision-guided Policy Optimization For Code Generation, by Ning Dai et al.
Summary of Lmlpa: Language Model Linguistic Personality Assessment, by Jingyao Zheng et al.
Summary of Markov Chain Of Thought For Efficient Mathematical Reasoning, by Wen Yang et al.
Summary of Mia-dpo: Multi-image Augmented Direct Preference Optimization For Large Vision-language Models, by Ziyu Liu et al.
Summary of Autornet: Automatically Optimizing Heuristics For Robust Network Design Via Large Language Models, by He Yu and Jing Liu
Summary of An Adaptive Framework For Generating Systematic Explanatory Answer in Online Q&a Platforms, by Ziyang Chen et al.
Summary of A Data-driven Odyssey in Solar Vehicles, by Do Young Kim et al.
Summary of Cogsteer: Cognition-inspired Selective Layer Intervention For Efficiently Steering Large Language Models, by Xintong Wang et al.
Summary of Emotion Recognition with Facial Attention and Objective Activation Functions, by Andrzej Miskow and Abdulrahman Altahhan
Summary of Evaluating Explanations Through Llms: Beyond Traditional User Studies, by Francesco Bombassei De Bona et al.
Summary of Holon Programming Model — a Software-defined Approach For System Of Systems, by Muhammad Ashfaq et al.
Summary of Omniflatten: An End-to-end Gpt Model For Seamless Voice Conversation, by Qinglin Zhang et al.
Summary of Re-tune: Incremental Fine Tuning Of Biomedical Vision-language Models For Multi-label Chest X-ray Classification, by Marco Mistretta et al.
Summary of Tage: Trustworthy Attribute Group Editing For Stable Few-shot Image Generation, by Ruicheng Zhang et al.
Summary of Rocket-1: Mastering Open-world Interaction with Visual-temporal Context Prompting, by Shaofei Cai et al.
Summary of Datatales: a Benchmark For Real-world Intelligent Data Narration, by Yajing Yang et al.
Summary of Lightweight Neural App Control, by Filippos Christianos et al.
Summary of Understanding Layer Significance in Llm Alignment, by Guangyuan Shi et al.
Summary of R-cot: Reverse Chain-of-thought Problem Generation For Geometric Reasoning in Large Multimodal Models, by Linger Deng et al.
Summary of Are Large Language Models Ready For Travel Planning?, by Ruiping Ren et al.
Summary of Fairlora: Unpacking Bias Mitigation in Vision Models with Fairness-driven Low-rank Adaptation, by Rohan Sukumaran et al.
Summary of Dellirium: a Large Language Model For Delirium Prediction in the Icu Using Structured Ehr, by Miguel Contreras et al.
Summary of Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-prone Language Models, by Muhan Lin et al.
Summary of Artificial Intelligence in Brazilian News: a Mixed-methods Analysis, by Raphael Hernandes and Giulio Corsi
Summary of Revisiting Technical Bias Mitigation Strategies, by Abdoul Jalil Djiberou Mahamadou et al.
Summary of Evaluating Ai-generated Essays with Gre Analytical Writing Assessment, by Yang Zhong et al.
Summary of In Context Learning and Reasoning For Symbolic Regression with Large Language Models, by Samiha Sharlin et al.
Summary of Decoding Time Series with Llms: a Multi-agent Framework For Cross-domain Annotation, by Minhua Lin et al.
Summary of Ai, Global Governance, and Digital Sovereignty, by Swati Srivastava and Justin Bullock
Summary of Unsupervised Domain Adaptation For Action Recognition Via Self-ensembling and Conditional Embedding Alignment, by Indrajeet Ghosh et al.
Summary of Mechanisms Of Symbol Processing For In-context Learning in Transformer Networks, by Paul Smolensky and Roland Fernandez and Zhenghao Herbert Zhou and Mattia Opper and Jianfeng Gao
Summary of Learning Fair and Preferable Allocations Through Neural Network, by Ryota Maruo et al.
Summary of An Ontology-enabled Approach For User-centered and Knowledge-enabled Explanations Of Ai Systems, by Shruthi Chari
Summary of Responsible Multilingual Large Language Models: a Survey Of Development, Applications, and Societal Impact, by Junhua Liu and Bin Fu
Summary of Advancing Interpretability in Text Classification Through Prototype Learning, by Bowen Wei et al.
Summary of Fairdgcl: Fairness-aware Recommendation with Dynamic Graph Contrastive Learning, by Wei Chen et al.
Summary of Clr-bench: Evaluating Large Language Models in College-level Reasoning, by Junnan Dong et al.
Summary of Towards Effective Data-free Knowledge Distillation Via Diverse Diffusion Augmentation, by Muquan Li et al.
Summary of Graphusion: a Rag Framework For Knowledge Graph Construction with a Global Perspective, by Rui Yang et al.
Summary of Order Matters: Exploring Order Sensitivity in Multimodal Large Language Models, by Zhijie Tan et al.
Summary of Insights on Disagreement Patterns in Multimodal Safety Perception Across Diverse Rater Groups, by Charvi Rastogi et al.
Summary of Hybrid Generative Ai For De Novo Design Of Co-crystals with Enhanced Tabletability, by Nina Gubina et al.
Summary of Science Out Of Its Ivory Tower: Improving Accessibility with Reinforcement Learning, by Haining Wang et al.
Summary of Team Ryu’s Submission to Sigmorphon 2024 Shared Task on Subword Tokenization, by Zilong Li
Summary of Trustworthy Xai and Application, by Md Abdullah Al Nasim et al.