Paper List

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Summary of Geoeval: Benchmark For Evaluating Llms and Multi-modal Models on Geometry Problem-solving, by Jiaxin Zhang et al.
Summary of Fine-tuning Large Language Model (llm) Artificial Intelligence Chatbots in Ophthalmology and Llm-based Evaluation Using Gpt-4, by Ting Fang Tan et al.
Summary of Zero-shot Reasoning: Personalized Content Generation Without the Cold Start Problem, by Davor Hafnar (1) et al.
Summary of Llmauditor: a Framework For Auditing Large Language Models Using Human-in-the-loop, by Maryam Amirizaniani et al.
Summary of Auditllm: a Tool For Auditing Large Language Models Using Multiprobe Approach, by Maryam Amirizaniani et al.
Summary of Magic-me: Identity-specific Video Customized Diffusion, by Ze Ma et al.
Summary of Entropy-regularized Point-based Value Iteration, by Harrison Delecki et al.
Summary of Hgot: Hierarchical Graph Of Thoughts For Retrieval-augmented In-context Learning in Factuality Evaluation, by Yihao Fang et al.
Summary of Llasmol: Advancing Large Language Models For Chemistry with a Large-scale, Comprehensive, High-quality Instruction Tuning Dataset, by Botao Yu et al.
Summary of Mathematical Explanations, by Joseph Y. Halpern
Summary of On Formally Undecidable Traits Of Intelligent Machines, by Matthew Fox
Summary of Graph-skeleton: ~1% Nodes Are Sufficient to Represent Billion-scale Graph, by Linfeng Cao et al.
Summary of Emerging Opportunities Of Using Large Language Models For Translation Between Drug Molecules and Indications, by David Oniani et al.
Summary of Large Language Model-based Interpretable Machine Learning Control in Building Energy Systems, by Liang Zhang et al.
Summary of Medical Image Segmentation with Intent: Integrated Entropy Weighting For Single Image Test-time Adaptation, by Haoyu Dong and Nicholas Konz and Hanxue Gu and Maciej A. Mazurowski
Summary of Gpt-4’s Assessment Of Its Performance in a Usmle-based Case Study, by Uttam Dhakal et al.
Summary of Reasoning Over Uncertain Text by Generative Large Language Models, By Aliakbar Nafar et al.
Summary of Logicprpbank: a Corpus For Logical Implication and Equivalence, by Zhexiong Liu et al.
Summary of Llm-enhanced User-item Interactions: Leveraging Edge Information For Optimized Recommendations, by Xinyuan Wang et al.
Summary of The Butterfly Effect Of Model Editing: Few Edits Can Trigger Large Language Models Collapse, by Wanli Yang et al.
Summary of Diffusion Model with Cross Attention As An Inductive Bias For Disentanglement, by Tao Yang et al.
Summary of Improving Non-autoregressive Machine Translation with Error Exposure and Consistency Regularization, by Xinran Chen et al.
Summary of A Human-inspired Reading Agent with Gist Memory Of Very Long Contexts, by Kuang-huei Lee et al.
Summary of Towards Better Human-agent Alignment: Assessing Task Utility in Llm-powered Applications, by Negar Arabzadeh and Julia Kiseleva and Qingyun Wu and Chi Wang and Ahmed Awadallah and Victor Dibia and Adam Fourney and Charles Clarke
Summary of Fgeo-drl: Deductive Reasoning For Geometric Problems Through Deep Reinforcement Learning, by Jia Zou et al.
Summary of Fgeo-tp: a Language Model-enhanced Solver For Geometry Problems, by Yiming He et al.
Summary of L3go: Language Agents with Chain-of-3d-thoughts For Generating Unconventional Objects, by Yutaro Yamada et al.
Summary of Comment-aided Video-language Alignment Via Contrastive Pre-training For Short-form Video Humor Detection, by Yang Liu et al.
Summary of Polynomial Semantics Of Tractable Probabilistic Circuits, by Oliver Broadrick et al.
Summary of Neuron-based Multifractal Analysis Of Neuron Interaction Dynamics in Large Models, by Xiongye Xiao et al.
Summary of Advancing Nlp Models with Strategic Text Augmentation: a Comprehensive Study Of Augmentation Methods and Curriculum Strategies, by Himmet Toprak Kesgin et al.
Summary of Dolphcoder: Echo-locating Code Large Language Models with Diverse and Multi-objective Instruction Tuning, by Yejie Wang et al.
Summary of Into the Unknown: Self-learning Large Language Models, by Teddy Ferdinan et al.
Summary of Role-playing Simulation Games Using Chatgpt, by Rita Stampfl et al.
Summary of (ir)rationality and Cognitive Biases in Large Language Models, by Olivia Macmillan-scott and Mirco Musolesi
Summary of Tell Me More! Towards Implicit User Intention Understanding Of Language Model Driven Agents, by Cheng Qian et al.
Summary of Divatrack: Diverse Bodies and Motions From Acceleration-enhanced Three-point Trackers, by Dongseok Yang et al.
Summary of Is My Data in Your Ai Model? Membership Inference Test with Application to Face Images, by Daniel Dealcala et al.
Summary of Spectral Filters, Dark Signals, and Attention Sinks, by Nicola Cancedda
Summary of Syntaxshap: Syntax-aware Explainability Method For Text Generation, by Kenza Amara et al.
Summary of Self-alignment For Factuality: Mitigating Hallucinations in Llms Via Self-evaluation, by Xiaoying Zhang et al.
Summary of Machine Learning in Management Of Precautionary Closures Caused by Lipophilic Biotoxins, By Andres Molares-ulloa et al.
Summary of Icdpo: Effectively Borrowing Alignment Capability Of Others Via In-context Direct Preference Optimization, by Feifan Song et al.
Summary of Fess Loss: Feature-enhanced Spatial Segmentation Loss For Optimizing Medical Image Analysis, by Charulkumar Chodvadiya et al.
Summary of Tandem Transformers For Inference Efficient Llms, by Aishwarya P S and Pranav Ajit Nair and Yashas Samaga and Toby Boyd and Sanjiv Kumar and Prateek Jain and Praneeth Netrapalli
Summary of Llm-driven Imitation Of Subrational Behavior : Illusion or Reality?, by Andrea Coletta et al.
Summary of Are Semi-dense Detector-free Methods Good at Matching Local Features?, by Matthieu Vilain et al.
Summary of Prompt Optimization in Multi-step Tasks (promst): Integrating Human Feedback and Heuristic-based Sampling, by Yongchao Chen et al.
Summary of Rec-gpt4v: Multimodal Recommendation with Large Vision-language Models, by Yuqing Liu et al.
Summary of Optimal Task Assignment and Path Planning Using Conflict-based Search with Precedence and Temporal Constraints, by Yu Quan Chong et al.
Summary of Jamdec: Unsupervised Authorship Obfuscation Using Constrained Decoding Over Small Language Models, by Jillian Fisher et al.
Summary of Enhanced Deep Q-learning For 2d Self-driving Cars: Implementation and Evaluation on a Custom Track Environment, by Sagar Pathak et al.
Summary of Combining Insights From Multiple Large Language Models Improves Diagnostic Accuracy, by Gioele Barabucci et al.
Summary of An Embarrassingly Simple Approach For Llm with Strong Asr Capacity, by Ziyang Ma et al.
Summary of Ecellm: Generalizing Large Language Models For E-commerce From Large-scale, High-quality Instruction Data, by Bo Peng et al.
Summary of Large Language Model with Graph Convolution For Recommendation, by Yingpeng Du et al.
Summary of Scamspot: Fighting Financial Fraud in Instagram Comments, by Stefan Erben and Andreas Waldis
Summary of Hycube: Efficient Knowledge Hypergraph 3d Circular Convolutional Embedding, by Zhao Li et al.
Summary of Dudf: Differentiable Unsigned Distance Fields with Hyperbolic Scaling, by Miguel Fainstein et al.
Summary of Open-vocabulary Segmentation with Unpaired Mask-text Supervision, by Zhaoqing Wang et al.
Summary of Premise Order Matters in Reasoning with Large Language Models, by Xinyun Chen et al.
Summary of Groundial: Human-norm Grounded Safe Dialog Response Generation, by Siwon Kim et al.
Summary of Clip-mused: Clip-guided Multi-subject Visual Neural Information Semantic Decoding, by Qiongyi Zhou et al.
Summary of Epistemic Exploration For Generalizable Planning and Learning in Non-stationary Settings, by Rushang Karia et al.
Summary of Lota-bench: Benchmarking Language-oriented Task Planners For Embodied Agents, by Jae-woo Choi and Youngwoo Yoon and Hyobin Ong and Jaehong Kim and Minsu Jang
Summary of Advancing Data-driven Weather Forecasting: Time-sliding Data Augmentation Of Era5, by Minjong Cheon et al.
Summary of Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks, by Aaron Traylor et al.
Summary of Inherent Diverse Redundant Safety Mechanisms For Ai-based Software Elements in Automotive Applications, by Mandar Pitale et al.
Summary of Bert4fca: a Method For Bipartite Link Prediction Using Formal Concept Analysis and Bert, by Siqi Peng et al.
Summary of Improving Image Coding For Machines Through Optimizing Encoder Via Auxiliary Loss, by Kei Iino et al.
Summary of A Survey Of Recent Methods For Addressing Ai Fairness and Bias in Biomedicine, by Yifan Yang et al.
Summary of A Logical Approach to Criminal Case Investigation, by Takanori Ugai et al.
Summary of Time to Stop and Think: What Kind Of Research Do We Want to Do?, by Josu Ceberio et al.
Summary of Transferring Ultrahigh-field Representations For Intensity-guided Brain Segmentation Of Low-field Magnetic Resonance Imaging, by Kwanseok Oh et al.
Summary of Eliciting Personality Traits in Large Language Models, by Airlie Hilliard et al.
Summary of One-shot Imitation in a Non-stationary Environment Via Multi-modal Skill, by Sangwoo Shin et al.
Summary of Vehicle Behavior Prediction by Episodic-memory Implanted Ndt, By Peining Shen et al.
Summary of Taking Training Seriously: Human Guidance and Management-based Regulation Of Artificial Intelligence, by Cary Coglianese and Colton R. Crum
Summary of The Application Of Chatgpt in Responding to Questions Related to the Boston Bowel Preparation Scale, by Xiaoqiang Liu et al.
Summary of Counterfactual Influence in Markov Decision Processes, by Milad Kazemi et al.
Summary of Higher Layers Need More Lora Experts, by Chongyang Gao and Kezhen Chen and Jinmeng Rao and Baochen Sun and Ruibo Liu and Daiyi Peng and Yawen Zhang and Xiaoyuan Guo and Jie Yang and Vs Subrahmanian
Summary of Artificial Intelligence For Literature Reviews: Opportunities and Challenges, by Francisco Bolanos et al.
Summary of Amplifying Exploration in Monte-carlo Tree Search by Focusing on the Unknown, By Cedric Derstroff et al.
Summary of Overconfident and Unconfident Ai Hinder Human-ai Collaboration, by Jingshu Li et al.
Summary of Aydiv: Adaptable Yielding 3d Object Detection Via Integrated Contextual Vision Transformer, by Tanmoy Dam et al.
Summary of Large Language Models “ad Referendum”: How Good Are They at Machine Translation in the Legal Domain?, by Vicent Briva-iglesias et al.
Summary of Cybermetric: a Benchmark Dataset Based on Retrieval-augmented Generation For Evaluating Llms in Cybersecurity Knowledge, by Norbert Tihanyi et al.
Summary of Orderbkd: Textual Backdoor Attack Through Repositioning, by Irina Alekseevskaia and Konstantin Arkhipenko
Summary of End-to-end Learning For Fair Multiobjective Optimization Under Uncertainty, by My H Dinh and James Kotary and Ferdinando Fioretto
Summary of Generalising Planning Environment Redesign, by Alberto Pozanco et al.
Summary of Extensible Multi-granularity Fusion Network For Aspect-based Sentiment Analysis, by Xiaowei Zhao et al.
Summary of Pbadet: a One-stage Anchor-free Approach For Part-body Association, by Zhongpai Gao et al.
Summary of Understanding Fitness Landscapes in Morpho-evolution Via Local Optima Networks, by Sarah L. Thomson et al.
Summary of Lissard: Long and Simple Sequential Reasoning Datasets, by Mirelle Bueno et al.
Summary of Qacp: An Annotated Question Answering Dataset For Assisting Chinese Python Programming Learners, by Rui Xiao et al.
Summary of Detection Of Spider Mites on Labrador Beans Through Machine Learning Approaches Using Custom Datasets, by Violet Liu et al.
Summary of Wildfiregpt: Tailored Large Language Model For Wildfire Analysis, by Yangxinyu Xie et al.
Summary of A Systematic Survey Of Prompt Engineering in Large Language Models: Techniques and Applications, by Pranab Sahoo et al.
Summary of Point and Instruct: Enabling Precise Image Editing by Unifying Direct Manipulation and Text Instructions, By Alec Helbling et al.
Summary of Beyond Llms: Advancing the Landscape Of Complex Reasoning, by Jennifer Chu-carroll et al.