Paper List

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Summary of Toxic Memes: a Survey Of Computational Perspectives on the Detection and Explanation Of Meme Toxicities, by Delfina Sol Martinez Pandiani et al.
Summary of Bvsp: Broad-view Soft Prompting For Few-shot Aspect Sentiment Quad Prediction, by Yinhao Bai et al.
Summary of Large Language Models For Constrained-based Causal Discovery, by Kai-hendrik Cohrs et al.
Summary of Discoveryworld: a Virtual Environment For Developing and Evaluating Automated Scientific Discovery Agents, by Peter Jansen et al.
Summary of Evaluating Zero-shot Long-context Llm Compression, by Chenyu Wang and Yihan Wang and Kai Li
Summary of Molx: Enhancing Large Language Models For Molecular Learning with a Multi-modal Extension, by Khiem Le et al.
Summary of Taxes Are All You Need: Integration Of Taxonomical Hierarchy Relationships Into the Contrastive Loss, by Kiran Kokilepersaud et al.
Summary of Eyeballing Combinatorial Problems: a Case Study Of Using Multimodal Large Language Models to Solve Traveling Salesman Problems, by Mohammed Elhenawy et al.
Summary of Learning Reward and Policy Jointly From Demonstration and Preference Improves Alignment, by Chenliang Li et al.
Summary of Asyncdiff: Parallelizing Diffusion Models by Asynchronous Denoising, By Zigeng Chen et al.
Summary of What’s in An Embedding? Would a Rose by Any Embedding Smell As Sweet?, By Venkat Venkatasubramanian
Summary of A Non-autoregressive Generation Framework For End-to-end Simultaneous Speech-to-speech Translation, by Zhengrui Ma et al.
Summary of Caap: Context-aware Action Planning Prompting to Solve Computer Tasks with Front-end Ui Only, by Junhee Cho et al.
Summary of Triple-domain Feature Learning with Frequency-aware Memory Enhancement For Moving Infrared Small Target Detection, by Weiwei Duan et al.
Summary of Evolving Subnetwork Training For Large Language Models, by Hanqi Li et al.
Summary of Dual Thinking and Logical Processing — Are Multi-modal Large Language Models Closing the Gap with Human Vision ?, by Kailas Dayanandan et al.
Summary of Mitigating Boundary Ambiguity and Inherent Bias For Text Classification in the Era Of Large Language Models, by Zhenyi Lu et al.
Summary of Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models, by Sooyeon Go and Kyungmook Choi and Minjung Shin and Youngjung Uh
Summary of Delving Into Chatgpt Usage in Academic Writing Through Excess Vocabulary, by Dmitry Kobak et al.
Summary of Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-aware Query Representation Learning, by Jeonghoon Kim et al.
Summary of Paying More Attention to Source Context: Mitigating Unfaithful Translations From Large Language Model, by Hongbin Zhang et al.
Summary of Coevol: Constructing Better Responses For Instruction Finetuning Through Multi-agent Cooperation, by Renhao Li et al.
Summary of Unified Modeling Enhanced Multimodal Learning For Precision Neuro-oncology, by Huahui Yi and Xiaofei Wang and Kang Li and Chao Li
Summary of Towards Transparency: Exploring Llm Trainings Datasets Through Visual Topic Modeling and Semantic Frame, by Charles De Dampierre et al.
Summary of Ask-eda: a Design Assistant Empowered by Llm, Hybrid Rag and Abbreviation De-hallucination, By Luyao Shi et al.
Summary of Rag-based Crowdsourcing Task Decomposition Via Masked Contrastive Learning with Prompts, by Jing Yang et al.
Summary of From Redundancy to Relevance: Information Flow in Lvlms Across Reasoning Tasks, by Xiaofeng Zhang et al.
Summary of Evaluating the Efficacy Of Large Language Models in Detecting Fake News: a Comparative Analysis, by Sahas Koka et al.
Summary of Bi-chainer: Automated Large Language Models Reasoning with Bidirectional Chaining, by Shuqi Liu et al.
Summary of Break the Chain: Large Language Models Can Be Shortcut Reasoners, by Mengru Ding et al.
Summary of Patenteval: Understanding Errors in Patent Generation, by You Zuo (almanach) et al.
Summary of Exploring Human-ai Perception Alignment in Sensory Experiences: Do Llms Understand Textile Hand?, by Shu Zhong et al.
Summary of Are Llms Classical or Nonmonotonic Reasoners? Lessons From Generics, by Alina Leidinger et al.
Summary of Are Large Language Models the New Interface For Data Pipelines?, by Sylvio Barbon Junior et al.
Summary of Qabas: An Open-source Arabic Lexicographic Database, by Mustafa Jarrar et al.
Summary of A Human-in-the-loop Approach to Improving Cross-text Prosody Transfer, by Himanshu Maurya and Atli Sigurgeirsson
Summary of Gamebench: Evaluating Strategic Reasoning Abilities Of Llm Agents, by Anthony Costarelli et al.
Summary of Prototypical Reward Network For Data-efficient Rlhf, by Jinghan Zhang et al.
Summary of The Prompt Report: a Systematic Survey Of Prompt Engineering Techniques, by Sander Schulhoff et al.
Summary of Harnessing Ai For Efficient Analysis Of Complex Policy Documents: a Case Study Of Executive Order 14110, by Mark A. Kramer et al.
Summary of Adversarial Tuning: Defending Against Jailbreak Attacks For Llms, by Fan Liu et al.
Summary of Trins: Towards Multimodal Language Models That Can Read, by Ruiyi Zhang et al.
Summary of An Elliptic Kernel Unsupervised Autoencoder-graph Convolutional Network Ensemble Model For Hyperspectral Unmixing, by Estefania Alfaro-mejia et al.
Summary of Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models, By Marek Wodzinski et al.
Summary of Should We Fine-tune or Rag? Evaluating Different Techniques to Adapt Llms For Dialogue, by Simone Alghisi et al.
Summary of Language Models Are Alignable Decision-makers: Dataset and Application to the Medical Triage Domain, by Brian Hu et al.
Summary of Interpretability Of Language Models Via Task Spaces, by Lucas Weber et al.
Summary of A Large Language Model Pipeline For Breast Cancer Oncology, by Tristen Pool and Dennis Trujillo
Summary of Transforming Wearable Data Into Health Insights Using Large Language Model Agents, by Mike A. Merrill et al.
Summary of Towards a Personal Health Large Language Model, by Justin Cosentino et al.
Summary of Can Language Models Serve As Text-based World Simulators?, by Ruoyao Wang et al.
Summary of Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion For Zero-shot Motion Transfer, by Sigal Raab et al.
Summary of Merlin: a Vision Language Foundation Model For 3d Computed Tomography, by Louis Blankemeier et al.
Summary of Illuminerf: 3d Relighting Without Inverse Rendering, by Xiaoming Zhao et al.
Summary of Enhancing Presentation Slide Generation by Llms with a Multi-staged End-to-end Approach, By Sambaran Bandyopadhyay et al.
Summary of Utilizing Graph Generation For Enhanced Domain Adaptive Object Detection, by Mu Wang
Summary of Enhancing Text Authenticity: a Novel Hybrid Approach For Ai-generated Text Detection, by Ye Zhang et al.
Summary of Inverse Constitutional Ai: Compressing Preferences Into Principles, by Arduin Findeis et al.
Summary of Brainstorming Brings Power to Large Language Models Of Knowledge Reasoning, by Zining Qin et al.
Summary of Achieving Sparse Activation in Small Language Models, by Jifeng Song et al.
Summary of Skywork-moe: a Deep Dive Into Training Techniques For Mixture-of-experts Language Models, by Tianwen Wei et al.
Summary of Subllm: a Novel Efficient Architecture with Token Sequence Subsampling For Llm, by Quandong Wang et al.
Summary of Graph Neural Network Enhanced Retrieval For Question Answering Of Llms, by Zijian Li et al.
Summary of Ii-bench: An Image Implication Understanding Benchmark For Multimodal Large Language Models, by Ziqiang Liu et al.
Summary of Procrastination Is All You Need: Exponent Indexed Accumulators For Floating Point, Posits and Logarithmic Numbers, by Vincenzo Liguori
Summary of Bd-sat: High-resolution Land Use Land Cover Dataset & Benchmark Results For Developing Division: Dhaka, Bd, by Ovi Paul et al.
Summary of Ttm-re: Memory-augmented Document-level Relation Extraction, by Chufan Gao et al.
Summary of Hello Again! Llm-powered Personalized Agent For Long-term Dialogue, by Hao Li et al.
Summary of Solution For Smart-101 Challenge Of Cvpr Multi-modal Algorithmic Reasoning Task 2024, by Jinwoo Ahn et al.
Summary of Fleur: An Explainable Reference-free Evaluation Metric For Image Captioning Using a Large Multimodal Model, by Yebin Lee et al.
Summary of Robust Latent Representation Tuning For Image-text Classification, by Hao Sun and Yu Song
Summary of Synthesizing Efficient Data with Diffusion Models For Person Re-identification Pre-training, by Ke Niu et al.
Summary of Processpainter: Learn Painting Process From Sequence Data, by Yiren Song et al.
Summary of Expil: Explanatory Predicate Invention For Learning in Games, by Jingyuan Sha et al.
Summary of Enhancing Long-term Memory Using Hierarchical Aggregate Tree For Retrieval Augmented Generation, by Aadharsh Aadhithya a et al.
Summary of Recurrent Context Compression: Efficiently Expanding the Context Window Of Llm, by Chensen Huang et al.
Summary of Comparing Data Augmentation Methods For End-to-end Task-oriented Dialog Systems, by Christos Vlachos et al.
Summary of 2dp-2mrc: 2-dimensional Pointer-based Machine Reading Comprehension Method For Multimodal Moment Retrieval, by Jiajun He et al.
Summary of Language Models Resist Alignment: Evidence From Data Compression, by Jiaming Ji et al.
Summary of Neuromoco: a Neuromorphic Momentum Contrast Learning Method For Spiking Neural Networks, by Yuqi Ma and Huamin Wang and Hangchi Shen and Xuemei Chen and Shukai Duan and Shiping Wen
Summary of Data Augmentation in Earth Observation: a Diffusion Model Approach, by Tiago Sousa et al.
Summary of Medexqa: Medical Question Answering Benchmark with Multiple Explanations, by Yunsoo Kim et al.
Summary of Massw: a New Dataset and Benchmark Tasks For Ai-assisted Scientific Workflows, by Xingjian Zhang et al.
Summary of Vp-llm: Text-driven 3d Volume Completion with Large Language Models Through Patchification, by Jianmeng Liu et al.
Summary of Thatiar: Subjectivity Detection in Arabic News Sentences, by Reem Suwaileh et al.
Summary of Creativity Has Left the Chat: the Price Of Debiasing Language Models, by Behnam Mohammadi
Summary of How Alignment and Jailbreak Work: Explain Llm Safety Through Intermediate Hidden States, by Zhenhong Zhou et al.
Summary of Gtr: Improving Large 3d Reconstruction Models Through Geometry and Texture Refinement, by Peiye Zhuang et al.
Summary of Do Llms Exhibit Human-like Reasoning? Evaluating Theory Of Mind in Llms For Open-ended Responses, by Maryam Amirizaniani et al.
Summary of Visual Prompt Tuning in Null Space For Continual Learning, by Yue Lu et al.
Summary of Flow Of Reasoning:training Llms For Divergent Problem Solving with Minimal Examples, by Fangxu Yu et al.
Summary of Qgeval: Benchmarking Multi-dimensional Evaluation For Question Generation, by Weiping Fu et al.
Summary of Villageragent: a Graph-based Multi-agent Framework For Coordinating Complex Task Dependencies in Minecraft, by Yubo Dong et al.
Summary of Embspatial-bench: Benchmarking Spatial Understanding For Embodied Tasks with Large Vision-language Models, by Mengfei Du et al.
Summary of Global Sensitivity Analysis Of Uncertain Parameters in Bayesian Networks, by Rafael Ballester-ripoll and Manuele Leonelli
Summary of Tlcm: Training-efficient Latent Consistency Model For Image Generation with 2-8 Steps, by Qingsong Xie et al.
Summary of Re-rag: Improving Open-domain Qa Performance and Interpretability with Relevance Estimator in Retrieval-augmented Generation, by Kiseung Kim et al.
Summary of Hidden Holes: Topological Aspects Of Language Models, by Stephen Fitz et al.
Summary of Sam-pm: Enhancing Video Camouflaged Object Detection Using Spatio-temporal Attention, by Muhammad Nawfal Meeran et al.
Summary of Seventeenth-century Spanish American Notary Records For Fine-tuning Spanish Large Language Models, by Shraboni Sarker et al.