Paper List

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Summary of Towards Understanding the Influence Of Reward Margin on Preference Model Performance, by Bowen Qin et al.
Summary of Semeval-2024 Task 2: Safe Biomedical Natural Language Inference For Clinical Trials, by Mael Jullien et al.
Summary of Gvt: a Graph-based Vision Transformer with Talking-heads Utilizing Sparsity, Trained From Scratch on Small Datasets, by Dongjing Shan et al.
Summary of Dynamic Distinction Learning: Adaptive Pseudo Anomalies For Video Anomaly Detection, by Demetris Lappas et al.
Summary of Camera-based Remote Physiology Sensing For Hundreds Of Subjects Across Skin Tones, by Jiankai Tang et al.
Summary of Weakly Supervised Deep Hyperspherical Quantization For Image Retrieval, by Jinpeng Wang et al.
Summary of Towards Reliable and Empathetic Depression-diagnosis-oriented Chats, by Kunyao Lan et al.
Summary of Automated Prediction Of Breast Cancer Response to Neoadjuvant Chemotherapy From Dwi Data, by Shir Nitzan et al.
Summary of On the Uniqueness Of Solution For the Bellman Equation Of Ltl Objectives, by Zetong Xuan et al.
Summary of Self-supervised Multi-object Tracking with Path Consistency, by Zijia Lu et al.
Summary of Reason From Fallacy: Enhancing Large Language Models’ Logical Reasoning Through Logical Fallacy Understanding, by Yanda Li et al.
Summary of Cbr-rag: Case-based Reasoning For Retrieval Augmented Generation in Llms For Legal Question Answering, by Nirmalie Wiratunga et al.
Summary of Robust Depth Enhancement Via Polarization Prompt Fusion Tuning, by Kei Ikemura et al.
Summary of Scope Ambiguities in Large Language Models, by Gaurav Kamath et al.
Summary of Clickdiffusion: Harnessing Llms For Interactive Precise Image Editing, by Alec Helbling et al.
Summary of Ai Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research, by Anirban Mukherjee et al.
Summary of Exploring Autonomous Agents Through the Lens Of Large Language Models: a Review, by Saikat Barua
Summary of Vision Transformers in Domain Adaptation and Domain Generalization: a Study Of Robustness, by Shadi Alijani et al.
Summary of Cluster-based Video Summarization with Temporal Context Awareness, by Hai-dang Huynh-lam et al.
Summary of Vtr: An Optimized Vision Transformer For Sar Atr Acceleration on Fpga, by Sachini Wickramasinghe et al.
Summary of Latent-based Diffusion Model For Long-tailed Recognition, by Pengxiao Han et al.
Summary of Soft-prompting with Graph-of-thought For Multi-modal Representation Learning, by Juncheng Yang et al.
Summary of The Case For Developing a Foundation Model For Planning-like Tasks From Scratch, by Biplav Srivastava et al.
Summary of Beyondscene: Higher-resolution Human-centric Scene Generation with Pretrained Diffusion, by Gwanghyun Kim et al.
Summary of Enhancing Video Summarization with Context Awareness, by Hai-dang Huynh-lam et al.
Summary of Panoptic Perception: a Novel Task and Fine-grained Dataset For Universal Remote Sensing Image Interpretation, by Danpei Zhao et al.
Summary of Do We Really Need a Complex Agent System? Distill Embodied Agent Into a Single Model, by Zhonghan Zhao et al.
Summary of Towards Analyzing and Understanding the Limitations Of Dpo: a Theoretical Perspective, by Duanyu Feng et al.
Summary of Focused Active Learning For Histopathological Image Classification, by Arne Schmidt et al.
Summary of Adaptive Intra-class Variation Contrastive Learning For Unsupervised Person Re-identification, by Lingzhi Liu et al.
Summary of Shroom-indelab at Semeval-2024 Task 6: Zero- and Few-shot Llm-based Classification For Hallucination Detection, by Bradley P. Allen and Fina Polat and Paul Groth
Summary of Ow-viscaptor: Abstractors For Open-world Video Instance Segmentation and Captioning, by Anwesa Choudhuri et al.
Summary of Quantifying Uncertainty in Motion Prediction with Variational Bayesian Mixture, by Juanwu Lu et al.
Summary of Language-guided Instance-aware Domain-adaptive Panoptic Segmentation, by Elham Amin Mansour et al.
Summary of Paris3d: Reasoning-based 3d Part Segmentation Using Large Multimodal Model, by Amrin Kareem et al.
Summary of Saas: Solving Ability Amplification Strategy For Enhanced Mathematical Reasoning in Large Language Models, by Hyeonwoo Kim et al.
Summary of Forget Nli, Use a Dictionary: Zero-shot Topic Classification For Low-resource Languages with Application to Luxembourgish, by Fred Philippy et al.
Summary of Random Walk in Random Permutation Set Theory, by Jiefeng Zhou et al.
Summary of Kgexplainer: Towards Exploring Connected Subgraph Explanations For Knowledge Graph Completion, by Tengfei Ma et al.
Summary of Dynamic Prompt Optimizing For Text-to-image Generation, by Wenyi Mo et al.
Summary of Noisy Label Processing For Classification: a Survey, by Mengting Li et al.
Summary of Chinese Tiny Llm: Pretraining a Chinese-centric Large Language Model, by Xinrun Du et al.
Summary of Identity Decoupling For Multi-subject Personalization Of Text-to-image Models, by Sangwon Jang et al.
Summary of Who Evaluates the Evaluations? Objectively Scoring Text-to-image Prompt Coherence Metrics with T2iscorescore (ts2), by Michael Saxon et al.
Summary of A Novel Bert-based Classifier to Detect Political Leaning Of Youtube Videos Based on Their Titles, by Nouar Aldahoul et al.
Summary of What Ais Are Not Learning (and Why), by Mark Stefik
Summary of Similar Data Points Identification with Llm: a Human-in-the-loop Strategy Using Summarization and Hidden State Insights, by Xianlong Zeng et al.
Summary of Mimir: a Streamlined Platform For Personalized Agent Tuning in Domain Expertise, by Chunyuan Deng et al.
Summary of Conflare: Conformal Large Language Model Retrieval, by Pouria Rouzrokh et al.
Summary of Conversational Disease Diagnosis Via External Planner-controlled Large Language Models, by Zhoujian Sun et al.
Summary of Blessing or Curse? a Survey on the Impact Of Generative Ai on Fake News, by Alexander Loth et al.
Summary of Nlp at Uc Santa Cruz at Semeval-2024 Task 5: Legal Answer Validation Using Few-shot Multi-choice Qa, by Anish Pahilajani et al.
Summary of The Death Of Feature Engineering? Bert with Linguistic Features on Squad 2.0, by Jiawei Li et al.
Summary of The Probabilities Also Matter: a More Faithful Metric For Faithfulness Of Free-text Explanations in Large Language Models, by Noah Y. Siegel et al.
Summary of Adaptive Discrete Disparity Volume For Self-supervised Monocular Depth Estimation, by Jianwei Ren
Summary of Advancing Aspect-based Sentiment Analysis Through Deep Learning Models, by Chen Li et al.
Summary of Concept — An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors, by Chen Huang et al.
Summary of Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning, by Andrei Semenov et al.
Summary of Can Small Language Models Help Large Language Models Reason Better?: Lm-guided Chain-of-thought, by Jooyoung Lee et al.
Summary of Performance Of Computer Vision Algorithms For Fine-grained Classification Using Crowdsourced Insect Images, by Rita Pucci et al.
Summary of A Cause-effect Look at Alleviating Hallucination Of Knowledge-grounded Dialogue Generation, by Jifan Yu et al.
Summary of Comprehensible Artificial Intelligence on Knowledge Graphs: a Survey, by Simon Schramm and Christoph Wehner and Ute Schmid
Summary of Ai and the Problem Of Knowledge Collapse, by Andrew J. Peterson
Summary of Embedding-informed Adaptive Retrieval-augmented Generation Of Large Language Models, by Chengkai Huang et al.
Summary of Semgrasp: Semantic Grasp Generation Via Language Aligned Discretization, by Kailin Li et al.
Summary of Sailor: Open Language Models For South-east Asia, by Longxu Dou et al.
Summary of Standardizing Knowledge Engineering Practices with a Reference Architecture, by Bradley P. Allen and Filip Ilievski
Summary of Insectmamba: Insect Pest Classification with State Space Model, by Qianning Wang et al.
Summary of Unveiling Llms: the Evolution Of Latent Representations in a Dynamic Knowledge Graph, by Marco Bronzini et al.
Summary of Comat: Aligning Text-to-image Diffusion Model with Image-to-text Concept Matching, by Dongzhi Jiang et al.
Summary of Learn to Disguise: Avoid Refusal Responses in Llm’s Defense Via a Multi-agent Attacker-disguiser Game, by Qianqiao Xu et al.
Summary of Angofa: Leveraging Ofa Embedding Initialization and Synthetic Data For Angolan Language Model, by Osvaldo Luamba Quinjica et al.
Summary of Learning Alternative Ways Of Performing a Task, by David Nieves et al.
Summary of Affective-nli: Towards Accurate and Interpretable Personality Recognition in Conversation, by Zhiyuan Wen et al.
Summary of Active Learning For Efficient Annotation in Precision Agriculture: a Use-case on Crop-weed Semantic Segmentation, by Bart M. Van Marrewijk et al.
Summary of Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models, by Matteo Pennisi et al.
Summary of Non-negative Subspace Feature Representation For Few-shot Learning in Medical Imaging, by Keqiang Fan et al.
Summary of Rethinking Kullback-leibler Divergence in Knowledge Distillation For Large Language Models, by Taiqiang Wu et al.
Summary of Pejorativity: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets, by Arianna Muti et al.
Summary of Dibs: Enhancing Dense Video Captioning with Unlabeled Videos Via Pseudo Boundary Enrichment and Online Refinement, by Hao Wu et al.
Summary of On Few-shot Prompting For Controllable Question-answer Generation in Narrative Comprehension, by Bernardo Leite and Henrique Lopes Cardoso
Summary of Enhancing Interpretability Of Vertebrae Fracture Grading Using Human-interpretable Prototypes, by Poulami Sinhamahapatra et al.
Summary of Flightscope: An Experimental Comparative Review Of Aircraft Detection Algorithms in Satellite Imagery, by Safouane El Ghazouali et al.
Summary of Empowering Biomedical Discovery with Ai Agents, by Shanghua Gao et al.
Summary of Integrating Explanations in Learning Ltl Specifications From Demonstrations, by Ashutosh Gupta et al.
Summary of Visual Autoregressive Modeling: Scalable Image Generation Via Next-scale Prediction, by Keyu Tian et al.
Summary of Read: Improving Relation Extraction From An Adversarial Perspective, by Dawei Li et al.
Summary of Asap: Interpretable Analysis and Summarization Of Ai-generated Image Patterns at Scale, by Jinbin Huang et al.
Summary of Using Large Language Models to Understand Telecom Standards, by Athanasios Karapantelakis and Mukesh Thakur and Alexandros Nikou and Farnaz Moradi and Christian Orlog and Fitsum Gaim and Henrik Holm and Doumitrou Daniil Nimara and Vincent Huang
Summary of Construction and Application Of Materials Knowledge Graph in Multidisciplinary Materials Science Via Large Language Model, by Yanpeng Ye et al.
Summary of Segment Any 3d Object with Language, by Seungjun Lee et al.
Summary of Long-context Llms Struggle with Long In-context Learning, by Tianle Li et al.
Summary of Chosen: Contrastive Hypothesis Selection For Multi-view Depth Refinement, by Di Qiu et al.
Summary of Ofmpnet: Deep End-to-end Model For Occupancy and Flow Prediction in Urban Environment, by Youshaa Murhij and Dmitry Yudin
Summary of One Noise to Rule Them All: Multi-view Adversarial Attacks with Universal Perturbation, by Mehmet Ergezer and Phat Duong and Christian Green and Tommy Nguyen and Abdurrahman Zeybey
Summary of Extracting Norms From Contracts Via Chatgpt: Opportunities and Challenges, by Amanul Haque and Munindar P. Singh
Summary of Collapse Of Self-trained Language Models, by David Herel and Tomas Mikolov
Summary of Enhancing Human-computer Interaction in Chest X-ray Analysis Using Vision and Language Model with Eye Gaze Patterns, by Yunsoo Kim et al.
Summary of Multi-bert: Leveraging Adapters and Prompt Tuning For Low-resource Multi-domain Adaptation, by Parham Abed Azad and Hamid Beigy
Summary of Comparative Study Of Domain Driven Terms Extraction Using Large Language Models, by Sandeep Chataut et al.