Paper List

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Summary of Saving the Legacy Of Hero Ibash: Evaluating Four Language Models For Aminoacian, by Yunze Xiao and Yiyang Pan
Summary of Cause and Effect: Can Large Language Models Truly Understand Causality?, by Swagata Ashwani et al.
Summary of Random Silicon Sampling: Simulating Human Sub-population Opinion Using a Large Language Model Based on Group-level Demographic Information, by Seungjong Sun et al.
Summary of Cutting Off the Head Ends the Conflict: a Mechanism For Interpreting and Mitigating Knowledge Conflicts in Language Models, by Zhuoran Jin et al.
Summary of Unsupervised Information Refinement Training Of Large Language Models For Retrieval-augmented Generation, by Shicheng Xu et al.
Summary of From Summary to Action: Enhancing Large Language Models For Complex Tasks with Open World Apis, by Yulong Liu et al.
Summary of Evaluating Quantized Large Language Models, by Shiyao Li et al.
Summary of Speak Out Of Turn: Safety Vulnerability Of Large Language Models in Multi-turn Dialogue, by Zhenhong Zhou et al.
Summary of Enhancing Hyperspectral Images Via Diffusion Model and Group-autoencoder Super-resolution Network, by Zhaoyang Wang et al.
Summary of Probing Multimodal Large Language Models For Global and Local Semantic Representations, by Mingxu Tao et al.
Summary of Socialcvae: Predicting Pedestrian Trajectory Via Interaction Conditioned Latents, by Wei Xiang et al.
Summary of Capt: Category-level Articulation Estimation From a Single Point Cloud Using Transformer, by Lian Fu et al.
Summary of Fairbelief — Assessing Harmful Beliefs in Language Models, by Mattia Setzu et al.
Summary of Benchmarking Gpt-4 on Algorithmic Problems: a Systematic Evaluation Of Prompting Strategies, by Flavio Petruzzellis et al.
Summary of Exploiting Emotion-semantic Correlations For Empathetic Response Generation, by Zhou Yang et al.
Summary of Pandas: Prototype-based Novel Class Discovery and Detection, by Tyler L. Hayes et al.
Summary of Deep Learning Based Named Entity Recognition Models For Recipes, by Mansi Goel et al.
Summary of Demonstrating and Reducing Shortcuts in Vision-language Representation Learning, by Maurits Bleeker et al.
Summary of Cocoa: Cbt-based Conversational Counseling Agent Using Memory Specialized in Cognitive Distortions and Dynamic Prompt, by Suyeon Lee et al.
Summary of Predict the Next Word: Humans Exhibit Uncertainty in This Task and Language Models _____, by Evgenia Ilia and Wilker Aziz
Summary of Agent-pro: Learning to Evolve Via Policy-level Reflection and Optimization, by Wenqi Zhang et al.
Summary of Omniact: a Dataset and Benchmark For Enabling Multimodal Generalist Autonomous Agents For Desktop and Web, by Raghav Kapoor et al.
Summary of Case-based or Rule-based: How Do Transformers Do the Math?, by Yi Hu et al.
Summary of Reprune: Channel Pruning Via Kernel Representative Selection, by Mincheol Park et al.
Summary of Are Llms Capable Of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data, by Xiao Liu et al.
Summary of Researchy Questions: a Dataset Of Multi-perspective, Decompositional Questions For Llm Web Agents, by Corby Rosset et al.
Summary of Extracting Lexical Features From Dialects Via Interpretable Dialect Classifiers, by Roy Xie et al.
Summary of Generating Effective Ensembles For Sentiment Analysis, by Itay Etelis et al.
Summary of Codechameleon: Personalized Encryption Framework For Jailbreaking Large Language Models, by Huijie Lv et al.
Summary of Dress: Dataset For Rubric-based Essay Scoring on Efl Writing, by Haneul Yoo et al.
Summary of Misc: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model, By Chunyi Li et al.
Summary of Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems, by Enrico Liscio et al.
Summary of A Comprehensive Evaluation Of Quantization Strategies For Large Language Models, by Renren Jin et al.
Summary of Cross-modal Projection in Multimodal Llms Doesn’t Really Project Visual Attributes to Textual Space, by Gaurav Verma et al.
Summary of Groundhog: Grounding Large Language Models to Holistic Segmentation, by Yichi Zhang et al.
Summary of Theoretical Unification Of the Fractured Aspects Of Information, by Marcin J. Schroeder
Summary of Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections, By Lingjun Zhao et al.
Summary of Generative Retrieval with Large Language Models, by Ye Wang et al.
Summary of Multi-task Contrastive Learning For 8192-token Bilingual Text Embeddings, by Isabelle Mohr et al.
Summary of Re-ex: Revising After Explanation Reduces the Factual Errors in Llm Responses, by Juyeon Kim et al.
Summary of T-hitl Effectively Addresses Problematic Associations in Image Generation and Maintains Overall Visual Quality, by Susan Epstein et al.
Summary of Video As the New Language For Real-world Decision Making, by Sherry Yang et al.
Summary of Large Language Model For Participatory Urban Planning, by Zhilun Zhou et al.
Summary of An Effective Mixture-of-experts Approach For Code-switching Speech Recognition Leveraging Encoder Disentanglement, by Tzu-ting Yang et al.
Summary of Vcd: Knowledge Base Guided Visual Commonsense Discovery in Images, by Xiangqing Shen et al.
Summary of Benchmarking Data Science Agents, by Yuge Zhang et al.
Summary of Playground V2.5: Three Insights Towards Enhancing Aesthetic Quality in Text-to-image Generation, by Daiqing Li et al.
Summary of Chain-of-discussion: a Multi-model Framework For Complex Evidence-based Question Answering, by Mingxu Tao and Dongyan Zhao and Yansong Feng
Summary of Contingency Planning Using Bi-level Markov Decision Processes For Space Missions, by Somrita Banerjee and Edward Balaban and Mark Shirley and Kevin Bradner and Marco Pavone
Summary of Mathgenie: Generating Synthetic Data with Question Back-translation For Enhancing Mathematical Reasoning Of Llms, by Zimu Lu et al.
Summary of Layer-wise Regularized Dropout For Neural Language Models, by Shiwen Ni et al.
Summary of Llm Inference Unveiled: Survey and Roofline Model Insights, by Zhihang Yuan et al.
Summary of Tear: Improving Llm-based Machine Translation with Systematic Self-refinement, by Zhaopeng Feng et al.
Summary of Mozip: a Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property, by Shiwen Ni et al.
Summary of Defending Llms Against Jailbreaking Attacks Via Backtranslation, by Yihan Wang et al.
Summary of Medit: Multilingual Text Editing Via Instruction Tuning, by Vipul Raheja and Dimitris Alikaniotis and Vivek Kulkarni and Bashar Alhafni and Dhruv Kumar
Summary of On Languaging a Simulation Engine, by Han Liu et al.
Summary of Intelligent Known and Novel Aircraft Recognition — a Shift From Classification to Similarity Learning For Combat Identification, by Ahmad Saeed et al.
Summary of Memory Gaps: Would Llms Pass the Tulving Test?, by Jean-marie Chauvet
Summary of Aligning Large Language Models to a Domain-specific Graph Database For Nl2gql, by Yuanyuan Liang et al.
Summary of Understanding the Dataset Practitioners Behind Large Language Model Development, by Crystal Qian et al.
Summary of Genainet: Enabling Wireless Collective Intelligence Via Knowledge Transfer and Reasoning, by Hang Zou et al.
Summary of A Comprehensive Survey Of Belief Rule Base (brb) Hybrid Expert System: Bridging Decision Science and Professional Services, by Karim Derrick
Summary of Gigapevt: Multimodal Medical Assistant, by Pavel Blinov et al.
Summary of Repoagent: An Llm-powered Open-source Framework For Repository-level Code Documentation Generation, by Qinyu Luo et al.
Summary of Automated Floodwater Depth Estimation Using Large Multimodal Model For Rapid Flood Mapping, by Temitope Akinboyewa et al.
Summary of Adaptation Of Biomedical and Clinical Pretrained Models to French Long Documents: a Comparative Study, by Adrien Bazoge et al.
Summary of Likelihood-based Mitigation Of Evaluation Bias in Large Language Models, by Masanari Ohi et al.
Summary of Budget-constrained Tool Learning with Planning, by Yuanhang Zheng et al.
Summary of Pidformer: Transformer Meets Control Theory, by Tam Nguyen et al.
Summary of Tmt: Tri-modal Translation Between Speech, Image, and Text by Processing Different Modalities As Different Languages, By Minsu Kim et al.
Summary of Don’t Forget Your Reward Values: Language Model Alignment Via Value-based Calibration, by Xin Mao et al.
Summary of Emotion Classification in Short English Texts Using Deep Learning Techniques, by Siddhanth Bhat
Summary of Text Understanding and Generation Using Transformer Models For Intelligent E-commerce Recommendations, by Yafei Xiang et al.
Summary of Citation-enhanced Generation For Llm-based Chatbots, by Weitao Li et al.
Summary of Towards Accurate Post-training Quantization For Reparameterized Models, by Luoming Zhang et al.
Summary of Deep Homography Estimation For Visual Place Recognition, by Feng Lu et al.
Summary of Lstprompt: Large Language Models As Zero-shot Time Series Forecasters by Long-short-term Prompting, By Haoxin Liu et al.
Summary of From Text to Transformation: a Comprehensive Review Of Large Language Models’ Versatility, by Pravneet Kaur et al.
Summary of Hitting “probe”rty with Non-linearity, and More, by Avik Pal et al.
Summary of Gennbv: Generalizable Next-best-view Policy For Active 3d Reconstruction, by Xiao Chen and Quanyi Li and Tai Wang and Tianfan Xue and Jiangmiao Pang
Summary of One-stage Prompt-based Continual Learning, by Youngeun Kim et al.
Summary of Hsonet:a Siamese Foreground Association-driven Hard Case Sample Optimization Network For High-resolution Remote Sensing Image Change Detection, by Chao Tao et al.
Summary of Topic-to-essay Generation with Knowledge-based Content Selection, by Jieyong Wang et al.
Summary of Perltqa: a Personal Long-term Memory Dataset For Memory Classification, Retrieval, and Synthesis in Question Answering, by Yiming Du et al.
Summary of Mv-swin-t: Mammogram Classification with Multi-view Swin Transformer, by Sushmita Sarker et al.
Summary of Cross-domain Chinese Sentence Pattern Parsing, by Jingsi Yu et al.
Summary of Fine-grained Self-endorsement Improves Factuality and Reasoning, by Ante Wang et al.
Summary of Gimefive: Towards Interpretable Facial Emotion Classification, by Jiawen Wang and Leah Kawka
Summary of A Mathematical Model For Simultaneous Personnel Shift Planning and Unrelated Parallel Machine Scheduling, by Maziyar Khadivi et al.
Summary of Foot in the Door: Understanding Large Language Model Jailbreaking Via Cognitive Psychology, by Zhenhua Wang et al.
Summary of General Purpose Image Encoder Dinov2 For Medical Image Registration, by Xinrui Song et al.
Summary of Query Augmentation by Decoding Semantics From Brain Signals, By Ziyi Ye et al.
Summary of How Do Humans Write Code? Large Models Do It the Same Way Too, by Long Li et al.
Summary of Making Pre-trained Language Models Better Continual Few-shot Relation Extractors, by Shengkun Ma et al.
Summary of Hal-eval: a Universal and Fine-grained Hallucination Evaluation Framework For Large Vision Language Models, by Chaoya Jiang et al.
Summary of Gaokao-mm: a Chinese Human-level Benchmark For Multimodal Models Evaluation, by Yi Zong et al.
Summary of Intelligent Director: An Automatic Framework For Dynamic Visual Composition Using Chatgpt, by Sixiao Zheng et al.
Summary of Chimera: a Lossless Decoding Method For Accelerating Large Language Models Inference by Fusing All Tokens, By Ziqian Zeng et al.
Summary of Tv-sam: Increasing Zero-shot Segmentation Performance on Multimodal Medical Images Using Gpt-4 Generated Descriptive Prompts Without Human Annotation, by Zekun Jiang et al.