Paper List

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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 Simplestrat: Diversifying Language Model Generation with Stratification, by Justin Wong et al.
Summary of Semantic Environment Atlas For Object-goal Navigation, by Nuri Kim et al.
Summary of Knowledge-augmented Reasoning For Euaia Compliance and Adversarial Robustness Of Llms, by Tomas Bueno Momcilovic et al.
Summary of Resource-constrained Heuristic For Max-sat, by Brian Matejek et al.
Summary of Recent Advancements in Llm Red-teaming: Techniques, Defenses, and Ethical Considerations, by Tarun Raheja et al.
Summary of The Solution For Temporal Action Localisation Task Of Perception Test Challenge 2024, by Yinan Han et al.
Summary of P-folio: Evaluating and Improving Logical Reasoning with Abundant Human-written Reasoning Chains, by Simeng Han et al.
Summary of The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling, by Ruochen Zhang 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 Improving Semantic Understanding in Speech Language Models Via Brain-tuning, by Omer Moussa et al.
Summary of Refinements on the Complementary Pdb Construction Mechanism, by Yufeng Zou
Summary of Natural Language Counterfactual Explanations For Graphs Using Large Language Models, by Flavio Giorgi et al.
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.
Summary of Zero-shot Commonsense Reasoning Over Machine Imagination, by Hyuntae Park et al.
Summary of Rethinking Data Selection at Scale: Random Selection Is Almost All You Need, by Tingyu Xia et al.
Summary of Prompting Video-language Foundation Models with Domain-specific Fine-grained Heuristics For Video Question Answering, by Ting Yu et al.
Summary of Generative Subgraph Retrieval For Knowledge Graph-grounded Dialog Generation, by Jinyoung Park et al.
Summary of Multi-granularity Contrastive Cross-modal Collaborative Generation For End-to-end Long-term Video Question Answering, by Ting Yu et al.
Summary of Fb-bench: a Fine-grained Multi-task Benchmark For Evaluating Llms’ Responsiveness to Human Feedback, by Youquan Li et al.
Summary of Cross-modal Bidirectional Interaction Model For Referring Remote Sensing Image Segmentation, by Zhe Dong et al.
Summary of Smartpretrain: Model-agnostic and Dataset-agnostic Representation Learning For Motion Prediction, by Yang Zhou et al.
Summary of Chain-of-restoration: Multi-task Image Restoration Models Are Zero-shot Step-by-step Universal Image Restorers, by Jin Cao et al.
Summary of On the Token Distance Modeling Ability Of Higher Rope Attention Dimension, by Xiangyu Hong et al.
Summary of From N-grams to Pre-trained Multilingual Models For Language Identification, by Thapelo Sindane et al.
Summary of Developing a Pragmatic Benchmark For Assessing Korean Legal Language Understanding in Large Language Models, by Yeeun Kim et al.
Summary of Hespi: a Pipeline For Automatically Detecting Information From Hebarium Specimen Sheets, by Robert Turnbull and Emily Fitzgerald and Karen Thompson and Joanne L. Birch
Summary of Integrating Supertag Features Into Neural Discontinuous Constituent Parsing, by Lukas Mielczarek
Summary of Structrag: Boosting Knowledge Intensive Reasoning Of Llms Via Inference-time Hybrid Information Structurization, by Zhuoqun Li et al.
Summary of Public Transport Network Design For Equality Of Accessibility Via Message Passing Neural Networks and Reinforcement Learning, by Duo Wang et al.
Summary of One-shot Generative Domain Adaptation in 3d Gans, by Ziqiang Li et al.
Summary of Online Design Of Dynamic Networks, by Duo Wang et al.
Summary of A Benchmark For Cross-domain Argumentative Stance Classification on Social Media, by Jiaqing Yuan et al.
Summary of Zero-shot Pupil Segmentation with Sam 2: a Case Study Of Over 14 Million Images, by Virmarie Maquiling et al.
Summary of Transferable Belief Model on Quantum Circuits, by Qianli Zhou and Hao Luo and Lipeng Pan and Yong Deng and Eloi Bosse
Summary of Language Imbalance Driven Rewarding For Multilingual Self-improving, by Wen Yang et al.
Summary of Novo: Norm Voting Off Hallucinations with Attention Heads in Large Language Models, by Zheng Yi Ho et al.
Summary of Controllable Safety Alignment: Inference-time Adaptation to Diverse Safety Requirements, by Jingyu Zhang et al.
Summary of Mentor-kd: Making Small Language Models Better Multi-step Reasoners, by Hojae Lee et al.
Summary of Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective, by Bo Ni et al.
Summary of Level Of Agreement Between Emotions Generated by Artificial Intelligence and Human Evaluation: a Methodological Proposal, By Miguel Carrasco et al.
Summary of Large Legislative Models: Towards Efficient Ai Policymaking in Economic Simulations, by Henry Gasztowtt et al.
Summary of Optimizing Vital Sign Monitoring in Resource-constrained Maternal Care: An Rl-based Restless Bandit Approach, by Niclas Boehmer et al.
Summary of The Gus Framework: Benchmarking Social Bias Classification with Discriminative (encoder-only) and Generative (decoder-only) Language Models, by Maximus Powers et al.
Summary of Kv Prediction For Improved Time to First Token, by Maxwell Horton et al.
Summary of The Effects Of Hallucinations in Synthetic Training Data For Relation Extraction, by Steven Rogulsky et al.
Summary of Agrogpt: Efficient Agricultural Vision-language Model with Expert Tuning, by Muhammad Awais et al.
Summary of Exploring the Role Of Reasoning Structures For Constructing Proofs in Multi-step Natural Language Reasoning with Large Language Models, by Zi’ou Zheng et al.
Summary of Oretrieval Augmented Generation For 10 Large Language Models and Its Generalizability in Assessing Medical Fitness, by Yu He Ke et al.
Summary of Autoeval: Autonomous Evaluation Of Llms For Truth Maintenance and Reasoning Tasks, by Rushang Karia et al.
Summary of Give: Structured Reasoning Of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation, by Jiashu He et al.
Summary of Baichuan-omni Technical Report, by Yadong Li et al.
Summary of Vovtrack: Exploring the Potentiality in Videos For Open-vocabulary Object Tracking, by Zekun Qian et al.
Summary of Humanity in Ai: Detecting the Personality Of Large Language Models, by Baohua Zhan et al.
Summary of Context-aware Full Body Anonymization Using Text-to-image Diffusion Models, by Pascal Zwick et al.
Summary of A Theoretical Framework For Ai-driven Data Quality Monitoring in High-volume Data Environments, by Nikhil Bangad et al.
Summary of Verified: a Video Corpus Moment Retrieval Benchmark For Fine-grained Video Understanding, by Houlun Chen et al.
Summary of Zipvl: Efficient Large Vision-language Models with Dynamic Token Sparsification, by Yefei He et al.
Summary of What Killed the Cat? Towards a Logical Formalization Of Curiosity (and Suspense, and Surprise) in Narratives, by Florence Dupin De Saint-cyr (irit-adria) et al.
Summary of Conjugated Semantic Pool Improves Ood Detection with Pre-trained Vision-language Models, by Mengyuan Chen et al.
Summary of Human and Llm Biases in Hate Speech Annotations: a Socio-demographic Analysis Of Annotators and Targets, by Tommaso Giorgi et al.
Summary of Probabilistic Satisfaction Of Temporal Logic Constraints in Reinforcement Learning Via Adaptive Policy-switching, by Xiaoshan Lin et al.
Summary of Grabdae: An Innovative Framework For Unsupervised Domain Adaptation Utilizing Grab-mask and Denoise Auto-encoder, by Junzhou Chen et al.
Summary of The Computational Complexity Of Circuit Discovery For Inner Interpretability, by Federico Adolfi et al.
Summary of Teaching-inspired Integrated Prompting Framework: a Novel Approach For Enhancing Reasoning in Large Language Models, by Wenting Tan et al.
Summary of Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering, by Yuan Sui et al.
Summary of Saka: An Intelligent Platform For Semi-automated Knowledge Graph Construction and Application, by Hanrong Zhang et al.
Summary of Robust Ai-generated Text Detection by Restricted Embeddings, By Kristian Kuznetsov et al.
Summary of Optima: Optimizing Effectiveness and Efficiency For Llm-based Multi-agent System, by Weize Chen et al.
Summary of A Generative Ai Technique For Synthesizing a Digital Twin For U.s. Residential Solar Adoption and Generation, by Aparna Kishore et al.
Summary of Delta: An Online Document-level Translation Agent Based on Multi-level Memory, by Yutong Wang et al.
Summary of Agent S: An Open Agentic Framework That Uses Computers Like a Human, by Saaket Agashe et al.
Summary of Mrag-bench: Vision-centric Evaluation For Retrieval-augmented Multimodal Models, by Wenbo Hu et al.
Summary of Diffrelight: Diffusion-based Facial Performance Relighting, by Mingming He et al.
Summary of Mathcoder2: Better Math Reasoning From Continued Pretraining on Model-translated Mathematical Code, by Zimu Lu et al.
Summary of From Exploration to Mastery: Enabling Llms to Master Tools Via Self-driven Interactions, by Changle Qu et al.
Summary of Pointobb-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection, by Botao Ren et al.
Summary of Koala-36m: a Large-scale Video Dataset Improving Consistency Between Fine-grained Conditions and Video Content, by Qiuheng Wang et al.
Summary of Latteclip: Unsupervised Clip Fine-tuning Via Lmm-synthetic Texts, by Anh-quan Cao et al.
Summary of Increasing the Difficulty Of Automatically Generated Questions Via Reinforcement Learning with Synthetic Preference, by William Thorne et al.
Summary of Krag Framework For Enhancing Llms in the Legal Domain, by Nguyen Ha Thanh et al.
Summary of When and Where Did It Happen? An Encoder-decoder Model to Identify Scenario Context, by Enrique Noriega-atala et al.
Summary of Comma: a Communicative Multimodal Multi-agent Benchmark, by Timothy Ossowski et al.
Summary of Diversified and Adaptive Negative Sampling on Knowledge Graphs, by Ran Liu et al.
Summary of A Unified Debiasing Approach For Vision-language Models Across Modalities and Tasks, by Hoin Jung et al.
Summary of Moyun: a Diffusion-based Model For Style-specific Chinese Calligraphy Generation, by Kaiyuan Liu et al.
Summary of Macpo: Weak-to-strong Alignment Via Multi-agent Contrastive Preference Optimization, by Yougang Lyu et al.
Summary of Agentbank: Towards Generalized Llm Agents Via Fine-tuning on 50000+ Interaction Trajectories, by Yifan Song et al.
Summary of Harivo: Harnessing Text-to-image Models For Video Generation, by Mingi Kwon et al.
Summary of Gametraversalbenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2d Game Maps, by Muhammad Umair Nasir et al.
Summary of Lab-cl: Localized and Balanced Contrastive Learning For Improving Parking Slot Detection, by U Jin Jeong et al.
Summary of Rewriting Conversational Utterances with Instructed Large Language Models, by Elnara Galimzhanova et al.
Summary of System 2 Reasoning Via Generality and Adaptation, by Sejin Kim et al.
Summary of Snn-par: Energy Efficient Pedestrian Attribute Recognition Via Spiking Neural Networks, by Haiyang Wang et al.
Summary of Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-motive Games, by Fanqi Kong et al.
Summary of The Sets Of Power, by Joao Marques-silva (1) et al.
Summary of Deep Learning For Generalised Planning with Background Knowledge, by Dillon Z. Chen et al.