Paper List

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Summary of Generating Global and Local Explanations For Tree-ensemble Learning Methods by Answer Set Programming, By Akihiro Takemura and Katsumi Inoue
Summary of Wilt: a Multi-turn, Memorization-robust Inductive Logic Benchmark For Llms, by Eryk Banatt et al.
Summary of Improving the Language Understanding Capabilities Of Large Language Models Using Reinforcement Learning, by Bokai Hu et al.
Summary of Varying Shades Of Wrong: Aligning Llms with Wrong Answers Only, by Jihan Yao et al.
Summary of Assessing Bias in Metric Models For Llm Open-ended Generation Bias Benchmarks, by Nathaniel Demchak et al.
Summary of Practiq: a Practical Conversational Text-to-sql Dataset with Ambiguous and Unanswerable Queries, by Mingwen Dong et al.
Summary of Few-shot Novel View Synthesis Using Depth Aware 3d Gaussian Splatting, by Raja Kumar and Vanshika Vats
Summary of Code-mixer Ya Nahi: Novel Approaches to Measuring Multilingual Llms’ Code-mixing Capabilities, by Ayushman Gupta et al.
Summary of Echoapex: a General-purpose Vision Foundation Model For Echocardiography, by Abdoul Aziz Amadou et al.
Summary of Moonmetasync: Lunar Image Registration Analysis, by Ashutosh Kumar et al.
Summary of 3d-prover: Diversity Driven Theorem Proving with Determinantal Point Processes, by Sean Lamont et al.
Summary of Can Structured Data Reduce Epistemic Uncertainty?, by Shriram M S et al.
Summary of Towards General Deepfake Detection with Dynamic Curriculum, by Wentang Song et al.
Summary of Improving Bias in Facial Attribute Classification: a Combined Impact Of Kl Divergence Induced Loss Function and Dual Attention, by Shweta Patel and Dakshina Ranjan Kisku
Summary of Deep Compression Autoencoder For Efficient High-resolution Diffusion Models, by Junyu Chen et al.
Summary of Drivingdojo Dataset: Advancing Interactive and Knowledge-enriched Driving World Model, by Yuqi Wang et al.
Summary of Nt-llm: a Novel Node Tokenizer For Integrating Graph Structure Into Large Language Models, by Yanbiao Ji et al.
Summary of Focused React: Improving React Through Reiterate and Early Stop, by Shuoqiu Li et al.
Summary of Flexgen: Flexible Multi-view Generation From Text and Image Inputs, by Xinli Xu et al.
Summary of Boosting Camera Motion Control For Video Diffusion Transformers, by Soon Yau Cheong et al.
Summary of Depth Any Video with Scalable Synthetic Data, by Honghui Yang et al.
Summary of Crafting Narrative Closures: Zero-shot Learning with Ssm Mamba For Short Story Ending Generation, by Divyam Sharma et al.
Summary of On the Reliability Of Large Language Models to Misinformed and Demographically-informed Prompts, by Toluwani Aremu et al.
Summary of Safellm: Domain-specific Safety Monitoring For Large Language Models: a Case Study Of Offshore Wind Maintenance, by Connor Walker et al.
Summary of Mitigating Hallucinations Using Ensemble Of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support, by Abdul Muqtadir et al.
Summary of Plausibly Problematic Questions in Multiple-choice Benchmarks For Commonsense Reasoning, by Shramay Palta et al.
Summary of Core Knowledge Deficits in Multi-modal Language Models, by Yijiang Li et al.
Summary of Mirror-consistency: Harnessing Inconsistency in Majority Voting, by Siyuan Huang et al.
Summary of Fame: Towards Factual Multi-task Model Editing, by Li Zeng et al.
Summary of A Recipe For Building a Compliant Real Estate Chatbot, by Navid Madani et al.
Summary of Exploring the Personality Traits Of Llms Through Latent Features Steering, by Shu Yang et al.
Summary of Generating Synthetic Datasets For Few-shot Prompt Tuning, by Xu Guo et al.
Summary of Applying Refusal-vector Ablation to Llama 3.1 70b Agents, by Simon Lermen and Mateusz Dziemian and Govind Pimpale
Summary of Codeunlearn: Amortized Zero-shot Machine Unlearning in Language Models Using Discrete Concept, by Yuxuan Wu et al.
Summary of Evaluating Semantic Variation in Text-to-image Synthesis: a Causal Perspective, by Xiangru Zhu et al.
Summary of Disentangling Hate Across Target Identities, by Yiping Jin et al.
Summary of Affinity-graph-guided Contractive Learning For Pretext-free Medical Image Segmentation with Minimal Annotation, by Zehua Cheng et al.
Summary of Innovative Thinking, Infinite Humor: Humor Research Of Large Language Models Through Structured Thought Leaps, by Han Wang et al.
Summary of Optimizing Instruction Synthesis: Effective Exploration Of Evolutionary Space with Tree Search, by Chenglin Li et al.
Summary of Lkaseg:remote-sensing Image Semantic Segmentation with Large Kernel Attention and Full-scale Skip Connections, by Xuezhi Xiang et al.
Summary of Free Video-llm: Prompt-guided Visual Perception For Efficient Training-free Video Llms, by Kai Han et al.
Summary of Kblam: Knowledge Base Augmented Language Model, by Xi Wang et al.
Summary of Will Llms Replace the Encoder-only Models in Temporal Relation Classification?, by Gabriel Roccabruna et al.
Summary of Tmgbench: a Systematic Game Benchmark For Evaluating Strategic Reasoning Abilities Of Llms, by Haochuan Wang et al.
Summary of Cultural Fidelity in Large-language Models: An Evaluation Of Online Language Resources As a Driver Of Model Performance in Value Representation, by Sharif Kazemi et al.
Summary of Hybrid Transformer For Early Alzheimer’s Detection: Integration Of Handwriting-based 2d Images and 1d Signal Features, by Changqing Gong et al.
Summary of Multilingual Controlled Generation and Gold-standard-agnostic Evaluation Of Code-mixed Sentences, by Ayushman Gupta et al.
Summary of When Precedents Clash, by Cecilia Di Florio et al.
Summary of Intelligent Prospector V2.0: Exploration Drill Planning Under Epistemic Model Uncertainty, by John Mern et al.
Summary of Thinking Llms: General Instruction Following with Thought Generation, by Tianhao Wu et al.
Summary of Generative Ai and Its Impact on Personalized Intelligent Tutoring Systems, by Subhankar Maity et al.
Summary of Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (nlp), By Mohammad Asif Ibna Mustafa (department Of Computation et al.
Summary of Derail Yourself: Multi-turn Llm Jailbreak Attack Through Self-discovered Clues, by Qibing Ren et al.
Summary of Embedding Self-correction As An Inherent Ability in Large Language Models For Enhanced Mathematical Reasoning, by Kuofeng Gao et al.
Summary of Equitable Access to Justice: Logical Llms Show Promise, by Manuj Kant et al.
Summary of State Of Nlp in Kenya: a Survey, by Cynthia Jayne Amol et al.
Summary of Facial Width-to-height Ratio Does Not Predict Self-reported Behavioral Tendencies, by Michal Kosinski
Summary of Slimseiz: Efficient Channel-adaptive Seizure Prediction Using a Mamba-enhanced Network, by Guorui Lu et al.
Summary of Leveraging Customer Feedback For Multi-modal Insight Extraction, by Sandeep Sricharan Mukku et al.
Summary of Learning Interpretable Classifiers For Pddl Planning, by Arnaud Lequen
Summary of Safety-aware Fine-tuning Of Large Language Models, by Hyeong Kyu Choi et al.
Summary of Adaptive Reasoning and Acting in Medical Language Agents, by Abhishek Dutta and Yen-che Hsiao
Summary of A Step Towards Mixture Of Grader: Statistical Analysis Of Existing Automatic Evaluation Metrics, by Yun Joon Soh et al.
Summary of Ukrainian-to-english Folktale Corpus: Parallel Corpus Creation and Augmentation For Machine Translation in Low-resource Languages, by Olena Burda-lassen
Summary of Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?, by Yifan Feng et al.
Summary of Beyond-rag: Question Identification and Answer Generation in Real-time Conversations, by Garima Agrawal et al.
Summary of Jailbreak Instruction-tuned Llms Via End-of-sentence Mlp Re-weighting, by Yifan Luo et al.
Summary of Scalable Multi-domain Adaptation Of Language Models Using Modular Experts, by Peter Schafhalter et al.
Summary of Qe-ebm: Using Quality Estimators As Energy Loss For Machine Translation, by Gahyun Yoo et al.
Summary of Eliminating the Language Bias For Visual Question Answering with Fine-grained Causal Intervention, by Ying Liu et al.
Summary of Banglaquad: a Bengali Open-domain Question Answering Dataset, by Md Rashad Al Hasan Rony et al.
Summary of Lobg:less Overfitting For Better Generalization in Vision-language Model, by Chenhao Ding et al.
Summary of Forgerygpt: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization, by Jiawei Liu et al.
Summary of Easyrag: Efficient Retrieval-augmented Generation Framework For Automated Network Operations, by Zhangchi Feng et al.
Summary of Are You Human? An Adversarial Benchmark to Expose Llms, by Gilad Gressel et al.
Summary of The Future Of Learning in the Age Of Generative Ai: Automated Question Generation and Assessment with Large Language Models, by Subhankar Maity et al.
Summary of Improving 3d Finger Traits Recognition Via Generalizable Neural Rendering, by Hongbin Xu et al.
Summary of Controlrm: Fast and Controllable 3d Generation Via Large Reconstruction Model, by Hongbin Xu et al.
Summary of Transformer-based Language Models For Reasoning in the Description Logic Alcq, by Angelos Poulis et al.
Summary of Embodiedcity: a Benchmark Platform For Embodied Agent in Real-world City Environment, by Chen Gao et al.
Summary of Openr: An Open Source Framework For Advanced Reasoning with Large Language Models, by Jun Wang et al.
Summary of Generalization Of Compositional Tasks with Logical Specification Via Implicit Planning, by Duo Xu et al.
Summary of Robust 3d Point Clouds Classification Based on Declarative Defenders, by Kaidong Li et al.
Summary of Honest Ai: Fine-tuning “small” Language Models to Say “i Don’t Know”, and Reducing Hallucination in Rag, by Xinxi Chen et al.
Summary of Mirage: Multimodal Identification and Recognition Of Annotations in Indian General Prescriptions, by Tavish Mankash et al.
Summary of Surgical-llava: Toward Surgical Scenario Understanding Via Large Language and Vision Models, by Juseong Jin et al.
Summary of Easyjudge: An Easy-to-use Tool For Comprehensive Response Evaluation Of Llms, by Yijie Li and Yuan Sun
Summary of Chartkg: a Knowledge-graph-based Representation For Chart Images, by Zhiguang Zhou et al.
Summary of Ebdm: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models, by Eungbean Lee et al.
Summary of Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach For Llm Mathematical Reasoning, by Gisang Lee et al.
Summary of Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-based Sentiment Analysis Evaluation, by Soyoung Yang et al.
Summary of Loli-street: Benchmarking Low-light Image Enhancement and Beyond, by Md Tanvir Islam and Inzamamul Alam et al.
Summary of Chroknowledge: Unveiling Chronological Knowledge Of Language Models in Multiple Domains, by Yein Park et al.
Summary of Large-scale 3d Medical Image Pre-training with Geometric Context Priors, by Linshan Wu et al.
Summary of Improving Semantic Understanding in Speech Language Models Via Brain-tuning, by Omer Moussa et al.
Summary of Reasonplanner: Enhancing Autonomous Planning in Dynamic Environments with Temporal Knowledge Graphs and Llms, by Minh Pham Dinh et al.
Summary of Natural Language Counterfactual Explanations For Graphs Using Large Language Models, by Flavio Giorgi et al.
Summary of Refinements on the Complementary Pdb Construction Mechanism, by Yufeng Zou
Summary of Hey Ai Can You Grade My Essay?: Automatic Essay Grading, by Maisha Maliha and Vishal Pramanik
Summary of Token Pruning Using a Lightweight Background Aware Vision Transformer, by Sudhakar Sah et al.