topic stringclasses 2
values | relevance score int64 1 10 | paper name stringlengths 19 239 | text stringlengths 1.56k 680k |
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ai_researcher | 1 | Rural_Settlement_Reconstruction_Integrating_Land_Suitability_and_Individual_Difference_Factors_A_Case_Study_of_Pingba_Village_China.pdf | Spatial Accuracy 2020
Towards localized accuracy assessment of remote-sensing derived built-up
land layers across the rural-urban continuum
Johannes H. Uhl1,2, Stefan Leyk1,2
1Department of Geography, University of Colorado Boulder, Boulder, Colorado, USA
2Institute of Behavioral Science, University of Colorado... |
ai_researcher | 3 | Development_of_an_Analysis_of_Alternatives_Tool_for_Human-Agent_Teaming_Research.pdf | Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot
using LLMs with Human-in-the-Loop
Anum Afzal, Alexander Kowsik, Rajna Fani, Florian Matthes
School of Computation, Information and Technology
Technical University of Munich
{anum.afzal, alexander.kowsik, rajna.fani, matthes}@tum.de
Abstract
Large Lan... |
ai_researcher | 2 | Optimizing_Instruction_Synthesis_Effective_Exploration_of_Evolutionary_Space_with_Tree_Search.pdf | 4
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Efficiently Synthesizing Lowest Cost Rewrite Rules
for Instruction Selection
Ross Daly
Stanford University
Stanford, CA, USA
rdaly525@cs.stanford.edu
Caleb Donovick
Stanford University
Stanford, CA, USA
donovick@cs.stanford.edu
Caleb Terrill
St... |
ai_researcher | 1 | Aplikasi_Media_Sosialisasi_Quality_Control_Circle_dan_Idea_Proposal_Guidance.pdf | Stochastic Item Descent Method
for Large Scale Equal Circle Packing Problem
Kun He1 , Min Zhang1∗ , Jianrong Zhou1 , Yan Jin1 , Chu-min Li2
1School of Computer Science and Technology, Huazhong University of Science and Technology, China
2MIS, Universit´e de Picardie Jules Verne, France
{ brooklet60, m zhang, yukihana0... |
ai_researcher | 7 | LLMatDesign_Autonomous_Materials_Discovery_with_Large_Language_Models.pdf | LLMatDesign: Autonomous Materials Discovery with
Large Language Models
Shuyi Jia†, Chao Zhang†, Victor Fung†§
†Computational Science and Engineering, Georgia Institute of Technology, Atlanta, GA, USA
§Corresponding author: victorfung@gatech.edu
Abstract
Discovering new materials can have significant scientific and t... |
ai_researcher | 2 | Context-Aware_Summarization_for_PDF_Documents_using_Large_Language_Models.pdf | World of Computer Science and Information Technology Journal (WCSIT)
ISSN: 2221-0741
Vol. 1, No. 3, 63-70, 2011
A Cloud-based Approach for Context Information
Provisioning
Elarbi Badidi
Faculty of Information Technology
United Arab Emirates University
Al-Ain, United Arab Emirates
ebadidi@uaeu.ac.ae
Larb... |
ai_researcher | 1 | There_Is_No_“I”_in_Team_but_There_Is_in_Innovation_How_Individual_Attributes_Impact_Team_Ideation_and_Selection_Practices.pdf | 1
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Role of Externally Provided Randomness in
Stochastic Teams and Zero-sum Team Games
Rahul Meshram
Abstract
Stochastic team decision problem is extensively studied in literature and the existence of optimal
solution is obtained in recent li... |
ai_researcher | 2 | DOCBENCH_A_Benchmark_for_Evaluating_LLM-based_Document_Reading_Systems.pdf | 4
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DOCBENCH: A Benchmark for Evaluating
LLM-based Document Reading Systems
Anni Zou1,2∗, Wenhao Yu2(cid:66), Hongming Zhang2, Kaixin Ma2,
Deng Cai2, Zhuosheng Zhang1, Hai Zhao1, Dong Yu2
1Shanghai Jiao Tong University 2Tencent AI Lab
anni0103zou@gma... |
ai_researcher | 2 | Filter-then-Generate_Large_Language_Models_with_Structure-Text_Adapter_for_Knowledge_Graph_Completion.pdf | 8
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Kalman Filter, Unscented Filter and Particle Flow
Filter on Non-linear Models
Author: Yan Zhao
Advisor: prof. Zhongqiang Zhang
Contents
1 Kalman Filter
1.0.1 Linear Dynamic Systems in Discrete Time . . . . . . .
1.0.2 Example... |
ai_researcher | 2 | CreativEval_Evaluating_Creativity_of_LLM-Based_Hardware_Code_Generation.pdf | CreativEval: Evaluating Creativity of
LLM-Based Hardware Code Generation
Matthew DeLorenzo, Vasudev Gohil, Jeyavijayan Rajendran
Texas A&M University, USA
{matthewdelorenzo, gohil.vasudev, jv.rajendran}@tamu.edu
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Abstract—Large Language Models (LL... |
ai_researcher | 1 | Machine_Learning_for_Fast_Quantum_Mechanics-Based_Approximation_of_Drug_Lipophilicity.pdf | 0
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Machine Learning Potential Repository
Atsuto Seko1, ∗
1Department of Materials Science and Engineering, Kyoto University, Kyoto 606-8501, Japan
(Dated: July 29, 2020)
This paper introduces a machine learning potential reposit... |
ai_researcher | 2 | Deep_Insights_into_Automated_Optimization_with_Large_Language_Models_and_Evolutionary_Algorithms.pdf | Deep Insights into Automated Optimization with Large Language Models and
Evolutionary Algorithms
He Yua,b, Jing Liua,b
aSchool of Artificial Intelligence, Xidian University, 2 South Taibai Road, Xi’an, 710071, Shaanxi, China
bGuangzhou Institute of Technology, Xidian University, Knowledge City, Guangzhou, 510555, Gua... |
ai_researcher | 3 | Analysis_of_LLM-Based_Narrative_Generation_Using_the_Agent-Based_Simulation.pdf | Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
Chaofan Lin1∗, Zhenhua Han2, Chengruidong Zhang2, Yuqing Yang2
Fan Yang2, Chen Chen1∗, Lili Qiu2
1Shanghai Jiao Tong University, 2Microsoft Research
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Abstract
The rise of ... |
ai_researcher | 1 | Should_ChatGPT_help_with_my_research_A_caution_against_artificial_intelligence_in_qualitative_analysis.pdf | 1
Can ChatGPT evaluate research quality?
Mike Thelwall: Information School, University of Sheffield, UK. https://orcid.org/0000-0001-
6065-205X
Purpose: Assess whether ChatGPT 4.0 is accurate enough to perform research evaluations on
journal articles to automate this time-consuming task.
Design/methodology/appro... |
ai_researcher | 1 | Explain_ability_and_interpretability_in_machine_learning_models.pdf | Assessing the Local Interpretability of Machine Learning Models
Dylan Slack,1 Sorelle A. Friedler,1, Carlos Scheidegger2, Chitradeep Dutta Roy3
1Haverford College
2University of Arizona
3University of Utah
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Abstract
The increasing adoption of mach... |
ai_researcher | 1 | Devising_Network_Intrusion_Detection_System_for_Smart_City_with_an_Ensemble_of_Optimization_and_Deep_Learning_Techniques.pdf | A Comprehensive Comparative Study of Individual
ML Models and Ensemble Strategies for Network
Intrusion Detection Systems
Ismail Bibers, Osvaldo Arreche, and Mustafa Abdallah
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Abstract—The escalating frequency of intrusions in networked
systems h... |
ai_researcher | 1 | PubGraph_A_Large_Scale_Scientific_Temporal_Knowledge_Graph.pdf | 3
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PubGraph: A Large-Scale Scientific Knowledge
Graph
Kian Ahrabian, Xinwei Du, Richard Delwin Myloth, Arun Baalaaji Sankar
Ananthan, and Jay Pujara
University of Southern California, Information Sciences Institute, Marina del Rey CA
90292, USA
{ahr... |
ai_researcher | 4 | "I'm_categorizing_LLM_as_a_productivity_tool"_Examining_ethics_of_LLM_use_in_HCI_research_practices.pdf | 4
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HUIXIANGDOU: OVERCOMING GROUP CHAT SCE-
NARIOS WITH LLM-BASED TECHNICAL ASSISTANCE
Huanjun Kong
Songyang Zhang
Jiaying Li
Min Xiao
Jun Xu
Kai Chen
Shanghai AI Laboratory
ABSTRACT
In this work, we present HuixiangDou1, a technical assistant... |
ai_researcher | 1 | Characterizing_the_orthodontic_patient's_purchase_decision.pdf | YULONG.DOU ET AL: TOOTH ALIGNMENT IN PHOTOGRAPH
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3D Structure-guided Network for Tooth
Alignment in 2D Photograph
Yulong Dou1
douyl2023@shanghaitech.edu.cn
Lanzhuju Mei1
meilzhj2023@shanghaitech.edu.cn
Dinggang Shen1,2,3
dgshen@shanghaitech.edu.cn
Zhiming Cui1
cuizhm@shanghaitech.edu.cn
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ai_researcher | 1 | Exploration_and_optimization_of_surgical_techniques_for_laparoscopic_transhiatal_lower_mediastinal_lymph_node_dissection_for_adenocarcinoma_of_esophagogastric_junction_A_prospective_IDEAL_2a_study_with_qualitative_design.pdf | 4
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Journal of Machine Learning for Biomedical Imaging 2024:008 vol. 2, pp. 798–816
Special issue: MICCAI 2023 Lymph Node Quantification Challenge
Guest editors: Steve Pieper, Erik Ziegler, Tawa Idris, Bhanusupriya Somarouthu, Reuben
Dorent, Gordon H... |
ai_researcher | 1 | Time_and_its_Study_in_Design_Ideation_Processes.pdf | International Design Engineering Technical Conferences and
Computers and Information in Engineering Conference
Proceedings of the ASME 2024
IDETC/CIE2024
August 25-28, 2024, Washington, DC
DETC2024-143166
AUTOTRIZ: ARTIFICIAL IDEATION WITH TRIZ AND LARGE LANGUAGE MODELS
Shuo Jiang
Singapore Universi... |
ai_researcher | 3 | Redefining_Creativity_in_the_Era_of_AI_Perspectives_of_Computer_Scientists_and_New_Media_Artists.pdf | GENERATIVE AI AND HUMAN CAPITAL
1
AUGMENTING MINDS OR AUTOMATING SKILLS? THE DIFFERENTIAL ROLE OF
HUMAN CAPITAL IN GENERATIVE AI’S IMPACT ON CREATIVE TASKS
Meiling Huang1, Ming Jin2, and Ning Li1
1School of Economics and Management, Tsinghua University
2School of Management, Wuhan University of Technology
... |
ai_researcher | 3 | Is_Your_LLM_Secretly_a_World_Model_of_the_Internet_Model-Based_Planning_for_Web_Agents.pdf | 4
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Is Your LLM Secretly a World Model of the Internet?
MODEL-BASED PLANNING FOR WEB AGENTS
Yu Gu1,†, Boyuan Zheng1,†, Boyu Gou1, Kai Zhang1, Cheng Chang2, Sanjari Srivastava2,
Yanan Xie2, Peng Qi2, Huan Sun1, Yu Su1
1The Ohio State University, 2Orby... |
ai_researcher | 1 | Difficult_Conversations_A_Collaborative_Interprofessional_Simulation_for_Social_Work_Athletic_Training_and_Physician_Assistant_Programs.pdf | DurIAN-SC: Duration Informed Attention Network based Singing Voice
Conversion System
Liqiang Zhang∗1, Chengzhu Yu2, Heng Lu2, Chao Weng2, Chunlei Zhang2, Yusong Wu2,
Xiang Xie1, Zijin Li3, Dong Yu2
1Beijing Institute of Technology
2Tencent AI Lab
3China Conservatory of Music
{zhlq,xiexiang}@bit.edu.cn,{czyu,bearlu,cw... |
ai_researcher | 3 | Scientific_Language_Models_for_Biomedical_Knowledge_Base_Completion_An_Empirical_Study.pdf | Automated Knowledge Base Construction (2020)
Conference paper
Scientific Language Models for Biomedical Knowledge Base
Completion: An Empirical Study
Rahul Nadkarni1
David Wadden1
Iz Beltagy2
Noah A. Smith1,2
Hannaneh Hajishirzi1,2
Tom Hope1,2
1Paul G. Allen School of Computer Science & Engineering, University of Was... |
ai_researcher | 1 | Magnetic_resonance_imaging_as_a_tool_for_quality_control_in_extrusion‐based_bioprinting.pdf | Improvement of Printing Quality for Laser-induced Forward Transfer based Laser-
Assisted Bioprinting Process using a CFD-based numerical model
Jie Qua,b, Chaoran Douc, Ben Xud*, Jianzhi Lic*, Zhonghao Raob,, Andrew Tsine
a. Department of Mechanical Engineering, The University of Texas Rio Grande Valley, Edinbur... |
ai_researcher | 1 | Live_Synchronous_Computing_in_Robot_Driven_Design.pdf | Can parallel lives provide a solution to Hardy’s paradox?
˙Inan¸c S¸ahin1,
∗
1Department of Physics, Faculty of Sciences,
Ankara University, Ankara, Turkey
Abstract
Parallel lives is a model which provides an interpretation of quantum theory that is both local
and realistic. This model assumes that all quantum fi... |
ai_researcher | 1 | Development_and_validation_of_Spanish_version_of_FINCODA_an_instrument_for_self-assessment_of_innovation_competence_of_workers_or_candidates_for_Jobs.pdf | 1
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FAKE NEWS DETECTION IN SPANISH USING DEEP LEARNING
TECHNIQUES
Kevin Martínez-Gallego
Intelligent Information Systems Lab
Universidad de Antioquia
Calle 67 No. 53 - 108, 050010, Medellín, Colombia.
kevin.martinez@udea.edu.co
Andrés M. Álvarez-Orti... |
ai_researcher | 3 | Let's_Be_Self-generated_via_Step_by_Step_A_Curriculum_Learning_Approach_to_Automated_Reasoning_with_Large_Language_Models.pdf | 6
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ON SELF-ADJOINTNESS OF A SCHR ¨ODINGER
OPERATOR ON DIFFERENTIAL FORMS
Maxim Braverman
Abstract. Let M be a complete Riemannian manifold and let Ω•(M) denote the
space of differential forms on M. Let d : Ω•(M) → Ω•+1(M) be the exterior dif-
ferential ... |
ai_researcher | 1 | Sentinel_Lymph_Node_Mapping_by_Retroperitoneal_vNOTES_for_Uterus-Confined_Malignancies_A_Standardized_10-Step_Approach.pdf | 1
Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with
Sentinel Lymph Nodes
Kareem Allam1, Xiaohong Iris Wang1, Songlin Zhang1, Jianmin Ding1, Kevin Chiu2,
Karan Saluja1, Amer Wahed1, Hongxia Sun1, Andy N.D. Nguyen1
1Department of Patholog... |
ai_researcher | 1 | Optimised_Realistic_Test_Input_Generation.pdf | 4
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Testing for Fault Diversity in Reinforcement Learning
Quentin Mazouni
Simula Research Laboratory
Oslo, Norway
quentin@simula.no
Arnaud Gotlieb
Simula Research Laboratory
Oslo, Norway
arnaud@simula.no
ABSTRACT
Reinforcement Learning is the premi... |
ai_researcher | 1 | R-Bot_An_LLM-based_Query_Rewrite_System.pdf | 2
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Polyfunctions over Commutative Rings
Ernst Specker1, Norbert Hungerb¨uhler2, and Micha Wasem3
1Dedicated to the memory of the first author
2Department of Mathematics, ETH Z¨urich, R¨amistrasse 101, 8092 Z¨urich,
Switzerland
3HTA Freiburg, ... |
ai_researcher | 2 | Do_large_language_models_“understand”_their_knowledge.pdf | Defining Knowledge: Bridging Epistemology and Large Language Models
Constanza Fierro† Ruchira Dhar†‡ Filippos Stamatiou‡
Nicolas Garneau† Anders Søgaard†‡
†Department of Computer Science, University of Copenhagen
‡ Center for Philosophy in Artificial Intelligence, University of Copenhagen
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ai_researcher | 1 | Three-arm_randomised_controlled_trial_of_an_m-health_app_and_digital_engagement_strategy_for_improving_treatment_adherence_and_reducing_suicidal_ideation_in_young_people_study_protocol.pdf | Phononic frequency comb via three-mode parametric three-wave mixing
Authors: Adarsh Ganesan1, Cuong Do1, Ashwin Seshia1
1. Nanoscience Centre, University of Cambridge, Cambridge, UK
This paper is motivated by the recent demonstration of three-wave mixing based phononic
frequency comb. While the prev... |
ai_researcher | 3 | Toward_the_Development_of_a_Computer-Assisted_Real-Time_Assessment_of_Ideational_Dynamics_in_Collaborative_Creative_Groups.pdf | 9
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Collaborative Heterogeneous Computing on MPSoCs
Extended Abstract∗
Siqi Wang
1 INTRODUCTION
With the emerging demand for computations on mobile devices,
heterogeneous multi-processor system-on-chips (MPSoCs) are en-
visioned to dominate the cur... |
ai_researcher | 1 | Capabilities_of_GPT-4_on_Medical_Challenge_Problems.pdf | Evaluation of GPT-4o & GPT-4o-mini’s Vision Capabilities for Salt Evaporite
Identification
Deven B. Dangi, Lawton Chiles High School & Florida State University, Tallahassee, FL
Beni B. Dangi, Florida A&M University, Tallahassee, FL
Oliver Steinbock, Florida State University, Tallahassee, FL
Abstract
Identifying sa... |
ai_researcher | 2 | A_Statistical_Analysis_of_LLMs'_Self-Evaluation_Using_Proverbs.pdf | Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
Wenda Xu†, Guanglei Zhu‡, Xuandong Zhao†, Liangming Pan†,
Lei Li‡, William Yang Wang†
†University of California, Santa Barbara, ‡Carnegie Mellon University
{wendaxu,xuandongzhao,liangmingpan,william}@cs.ucsb.edu,
{guanglez,leili}@cs.cmu.edu
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ai_researcher | 2 | Explaining_Genetic_Programming_Trees_using_Large_Language_Models.pdf | Explaining Genetic Programming Trees using Large
Language Models
Paula Maddigan, Andrew Lensen, Member, IEEE, Bing Xue, Fellow, IEEE
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Abstract—Genetic programming (GP) has the potential to
generate explainable results, especially when used for d... |
ai_researcher | 1 | Research_on_Isomorphic_Task_Transfer_Algorithm_Based_on_Knowledge_Distillation_in_Multi-Agent_Collaborative_Systems.pdf | KNOWLEDGEDISTILLATIONFROMLANGUAGEMODELTOACOUSTICMODEL:AHIERARCHICALMULTI-TASKLEARNINGAPPROACHMun-HakLeeandJoon-HyukChangDepartmentofElectronicsEngineeringHanyangUniversity,Seoul,RepublicofKoreaABSTRACTTheremarkableperformanceofthepre-trainedlanguagemodel(LM)usingself-supervisedlearninghasledtoamajorparadigmshiftinthest... |
ai_researcher | 3 | Generating_Better_Items_for_Cognitive_Assessments_Using_Large_Language_Models.pdf | The creative psychometric item generator: a framework
for item generation and validation using large language
models
Antonio Laverghetta Jr.1, Simone Luchini1, Averie Linell2, Roni Reiter-Palmon2 and
Roger Beaty1
1Department of Psychology, The Pennsylvania State University, 201 Old Main, University Park, Pennsylvania... |
ai_researcher | 1 | Design_of_a_homelessness-focused_suicide_prevention_program.pdf | 4
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Preventing Eviction-Caused Homelessness through ML-Informed Distribution of
Rental Assistance
Catalina Vajiac* 1, Arun Frey*2, Joachim Baumann*3,4, Abigail Smith*5,
Kasun Amarasinghe1, Alice Lai1, Kit Rodolfa2, Rayid Ghani1
1Carnegie Mellon Univ... |
ai_researcher | 1 | Incorporating_Flexibility_In_Real_Estate_Financial_Feasibility_Analysis.pdf | Article
Two Strategies for Boreal Forestry with Goodwill in
Capitalization
Petri P. Kärenlampi 1*
1 Lehtoi Research, Finland
* Correspondence: petri.karenlampi@professori.fi
Abstract: Two strategies for boreal forestry with goodwill in estate capitalization are
introduced. A strategy focusing on ... |
ai_researcher | 1 | Cross-domain_NER_with_Generated_Task-Oriented_Knowledge_An_Empirical_Study_from_Information_Density_Perspective.pdf | 7
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On Fan-Crossing Graphs
Franz J. Brandenburg
94030 Passau, Germany
brandenb@informatik.uni-passau.de
Abstract. A fan is a set of edges with a single common endpoint. A
graph is fan-crossing if it admits a drawing in the plane so that each edge
i... |
ai_researcher | 3 | MatPlotAgent_Method_and_Evaluation_for_LLM-Based_Agentic_Scientific_Data_Visualization.pdf | 4
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MatPlotAgent: Method and Evaluation for
LLM-Based Agentic Scientific Data Visualization
Zhiyu Yang∗2 Zihan Zhou*3 Shuo Wang†1 Xin Cong1
Xu Han1 Yukun Yan1 Zhenghao Liu4 Zhixing Tan5
Pengyuan Liu2 Dong Yu2 Zhiyuan Liu†1 Xiaodong Shi3 Maosong Sun1... |
ai_researcher | 1 | Intelligent_Pilot_Advisory_System_The_journey_from_ideation_to_an_early_system_design_of_an_AI-based_decision_support_system_for_airline_flight_decks.pdf | Verifying Aircraft Collision Avoidance Neural Networks
Through Linear Approximations of Safe Regions
Kyle D. Julian∗ and Mykel J. Kochenderfer
Stanford University, Stanford, CA 94305
Shivam Sharma∗ and Jean-Baptiste Jeannin
University of Michigan, Ann Arbor, MI 48109
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ai_researcher | 7 | The_ScholarNet_and_Artificial_Intelligence_(AI)_Supervisor_in_Material_Science_Research.pdf | ‘
The NOMAD Artificial-Intelligence Toolkit:
Turning materials-science data into knowledge and understanding
Luigi Sbail`o1,2∗, ´Ad´am Fekete1, Luca M. Ghiringhelli1,2∗, and Matthias Scheffler2
1Physics Department and IRIS Adlershof of the Humboldt-Universit¨at zu Berlin, Germany
2The NOMAD Laboratory at the Fritz Haber... |
ai_researcher | 1 | Image_Quality_Enhancement_via_Machine_Learning_A_Unified_Approach_to_Super-Resolution_Denoising_and_Low-Density_Enhancement.pdf | Learning a No-Reference Quality Assessment
Model of Enhanced Images with Big Data
Ke Gu, Dacheng Tao, Junfei Qiao, and Weisi Lin
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Abstract—In this paper we investigate into the problem of
image quality assessment (IQA) and enhancement via mach... |
ai_researcher | 8 | Literature_Meets_Data_A_Synergistic_Approach_to_Hypothesis_Generation.pdf | Title: Precursor recommendation for inorganic
synthesis by machine learning materials similarity
from scientific literature
Authors: Tanjin He1,2, Haoyan Huo1,2, Christopher J. Bartel1,2,3,
Zheren Wang1,2, Kevin Cruse1,2, Gerbrand Ceder1,2∗
Affiliations
1Department of Materials Science and Engineering, University of C... |
ai_researcher | 1 | Development_of_a_Threat_Assessment_Framework_Applicable_to_Dual_Use_Biotechnology_Results_of_a_Study_to_Determine_the_Feasibility_Applicability_and_Potential_Design_of_a_Threat_Assessment_Framework_Concept.pdf | 8
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Biotechnology and the lifetime of technical
civilizations
John G. Sotos, MD∗
November 28, 2018
Abstract
The number of people able to end Earth’s technical civilization has heretofore been
small. Emerging dual-use technologies, ... |
ai_researcher | 3 | Reason_for_Future_Act_for_Now_A_Principled_Framework_for_Autonomous_LLM_Agents_with_Provable_Sample_Efficiency.pdf | A Survey of Table Reasoning with Large Language Models
Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che
Research Center for Social Computing and Information Retrieval
Harbin Institute of Technology, China
{xuanliangzhang, dzrwang, lxdou, qfzhu, car}@ir.hit.edu.cn
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ai_researcher | 4 | Sample_Design_Engineering_An_Empirical_Study_on_Designing_Better_Fine-Tuning_Samples_for_Information_Extraction_with_LLMs.pdf | A Principal-Agent Model of Systems Engineering
Processes with Application to Satellite Design
Salar Safarkhani†, Vikranth Reddy Kattakuri†, Ilias Bilionis†∗, Jitesh Panchal†
†School of Mechanical Engineering, Purdue University, West Lafayette, Indiana 47907-2088
∗Corresponding author, Email: ibilion@purdue.edu
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ai_researcher | 2 | Frame_Representation_Hypothesis_Multi-Token_LLM_Interpretability_and_Concept-Guided_Text_Generation.pdf | Improved Speech Representations
with Multi-Target Autoregressive Predictive Coding
Yu-An Chung, James Glass
Computer Science and Artificial Intelligence Laboratory
Massachusetts Institute of Technology
Cambridge, MA 02139, USA
{andyyuan,glass}@mit.edu
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ai_researcher | 2 | NewsInterview_a_Dataset_and_a_Playground_to_Evaluate_LLMs'_Ground_Gap_via_Informational_Interviews.pdf | NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding
Gap via Informational Interviews
Michael Lu1*, Sriya Kalyan1, Hyundong Cho2,
Weiyan Shi3, Jonathan May2, and Alexander Spangher2*
1University of California, Berkeley
2University of Southern California
3Northeastern University
1spangher@usc.edu
4
2... |
ai_researcher | 1 | Research_on_Task_Planning_and_Efficiency_Evaluation_of_Multi-Agent_Collaborative_Search_Based_on_Ant_Colony_Optimization.pdf | FFRob: Leveraging Symbolic Planning
for Efficient Task and Motion Planning
Journal Title
XX(X):1–35
c(cid:13)The Author(s) 2016
Reprints and permission:
sagepub.co.uk/journalsPermissions.nav
DOI: 10.1177/ToBeAssigned
www.sagepub.com/
Caelan Reed Garrett1, Tom ´as Lozano-P ´erez1, and Leslie Pack Kaelbling1
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ai_researcher | 1 | Resilience_Evaluation_of_Urban_Bus-Subway_Traffic_Networks_for_Potential_Applications_in_IoT-Based_Smart_Transportation.pdf | PLEA 2024 WROCŁAW
(Re)thinking Resilience
Understanding the Transit Gap:
A Comparative Study of On-Demand Bus Services and Urban Climate
Resilience in South End, Charlotte, NC and Avondale, Chattanooga, TN
SANAZ SADAT HOSSEINI,1 BABAK RAHIMI ARDABILI,2 MONA AZARBAYJANI,3
SRINIVAS PULUGURTHA,1 HAMED TABKHI4 ... |
ai_researcher | 4 | Network_for_Knowledge_Organization_(NEKO)_an_AI_knowledge_mining_workflow_for_synthetic_biology_research.pdf | Neko: a Library for Exploring Neuromorphic Learning Rules
Zixuan Zhao
University of Chicago
Nathan Wycoff
Virginia Tech
Neil Getty
Argonne National Laboratory
Rick Stevens
Argonne National Laboratory &
University of Chicago
Fangfang Xia
Argonne National Laboratory &
University of Chicago
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ai_researcher | 2 | PAFFA_Premeditated_Actions_For_Fast_Agents.pdf | PAFFA: Premeditated Actions For Fast Agents
Shambhavi Krishna1,2, Zheng Chen2, Vaibhav Kumar2,
Xiaojiang Huang2, Yingjie Li2, Fan Yang2, Xiang Li2
1University of Massachusetts Amherst & 2Amazon Alexa AI
shambhavikri@umass, zgchen@amazon
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ai_researcher | 1 | Sharing_the_Cost_of_Success_A_Game_for_Evaluating_and_Learning_Collaborative_Multi-Agent_Instruction_Giving_and_Following_Policies.pdf | Costing Generated Runtime Execution Plans for
Large-Scale Machine Learning Programs
Matthias Boehm
IBM Research – Almaden; San Jose, CA, USA
mboehm@us.ibm.com
November 16, 2021
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ABSTRACT
Declarative large-scale machine learning (ML) aims at th... |
ai_researcher | 1 | Information_Categorization_for_Canopy_Mapping_using_Quality_Control_(QC)_Tool_–_Affinity_Diagram_(KJ_Method).pdf | 4
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QCResUNet: Joint Subject-level and Voxel-level Segmentation
Quality Prediction
Peijie Qiua, Satrajit Chakrabartyb, Phuc Nguyenc, Soumyendu Sekhar Ghoshb, Aristeidis Sotirasa,d,*
email: peijie.qiu@wustl.edu
*Corresponding author
aMallinckrod... |
ai_researcher | 7 | Scaling_Scientific_Knowledge_Discovery_with_Neuro-Symbolic_AI_and_Large_Language_Models.pdf | 3
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Using Artificial Intelligence to aid Scientific Discovery of Climate Tipping Points
Jennifer Sleeman,1 David Chung,1 Chace Ashcraft,1 Jay Brett,1 Anand Gnanadesikan,2 Yannis
Kevrekidis,2 Marisa Hughes,1 Thomas Haine,2 Marie-Aude Pradal,2 Renske Gel... |
ai_researcher | 1 | Exploration_and_Communication_for_Partially_Observable_Collaborative_Multi-Agent_Reinforcement_Learning.pdf | Cooperative and Collaborative Multi-Task Semantic
Communication for Distributed Sources
Ahmad Halimi Razlighi
, Maximilian H. V. Tillmann ,
Edgar Beck , Carsten Bockelmann , and Armin Dekorsy
Department of Communications Engineering, University of Bremen, Germany
E-mails:{halimi, tillmann, beck, bockelmann, dekorsy}... |
ai_researcher | 2 | Unlocking_AI_Creativity_A_Multi-Agent_Approach_with_CrewAI.pdf | 4
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Human-AI Co-Creativity: Exploring Synergies
Across Levels of Creative Collaboration
Jennifer Haase
Weizenbaum Institute and Humboldt University
Berlin, Germany
jennifer.haase@hu-berlin.de
Sebastian Pokutta
TU Berlin and Zuse Institute Berlin
Ber... |
ai_researcher | 4 | Improving_language_models_by_retrieving_from_trillions_of_tokens.pdf | Improving language models by retrieving
from trillions of tokens
Sebastian Borgeaud†, Arthur Mensch†, Jordan Hoffmann†, Trevor Cai, Eliza Rutherford, Katie Millican,
George van den Driessche, Jean-Baptiste Lespiau, Bogdan Damoc, Aidan Clark, Diego de Las Casas,
Aurelia Guy, Jacob Menick, Roman Ring, Tom Hennigan, Saffro... |
ai_researcher | 3 | Retrieval-Augmented_Generation_for_Knowledge-Intensive_NLP_Tasks.pdf | Phrase Retrieval Learns Passage Retrieval, Too
Jinhyuk Lee1,2∗ Alexander Wettig1 Danqi Chen1
Department of Computer Science, Princeton University1
Department of Computer Science and Engineering, Korea University2
{jinhyuklee,awettig,danqic}@cs.princeton.edu
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ai_researcher | 2 | FACT_Examining_the_Effectiveness_of_Iterative_Context_Rewriting_for_Multi-fact_Retrieval.pdf | Scaling Laws for Fact Memorization of Large Language Models
Xingyu Lu1* , Xiaonan Li1∗, Qinyuan Cheng1, Kai Ding2, Xuanjing Huang1, Xipeng Qiu1†
1Fudan University, 2INTSIG
luxy23@m.fudan.edu.cn, {lixn20, xpqiu}@fudan.edu.cn
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Fact knowle... |
ai_researcher | 1 | Why_Do_You_Need_to_Invest_in_Quality_Control_Tools_Smart_Analytical_Six_Sigma_DMAIC_Model_Continuous_Improvement_on_Measuring_Teacher’s_Performance.pdf | A report from
cdt I Research
■
Do You See
What I See?
Capabilities and Limits
of Automated Multimedia
Content Analysis
Carey Shenkman
Dhanaraj Thakur
Emma Llansó
May 2021
■
c:x:;t,-
II L & TECHNOLOGY
Hiiil DEMOCRACY
CENTERFOR
The Center for Democracy & Technology (CDT) is a 25-year-old ... |
ai_researcher | 1 | Contemporary_Human_Resource_Management_Practices_and_Diversity_in_Changing_Business_Environments.pdf | Running Head: HRD AND THE INTERNET OF THINGS
1
Human Resource Development and the Internet of Things
Robert M. Yawson*
School of Business,
Quinnipiac University, 275 Mount Carmel Ave, Hamden, CT 06518
ORCID iD: https://orcid.org/0000-0001-6215-434
robert.yawson@qu,.edu
Daniel Woldeab
College of Individu... |
ai_researcher | 1 | Involving_End-Users_in_Game_Based_Ideation_A_Case_Study_in_Hospital_Logistics.pdf | Deep Speaker Verification: Do We Need End to
End?
Dong Wang†, Lantian Li†, Zhiyuan Tang†, Thomas Fang Zheng†
† Center for Speech and Language Technologies, Research Institute of Information Technology
Department of Computer Science and Technology, Tsinghua University, China
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ai_researcher | 1 | How_can_scientists_and_designers_find_ways_of_working_together_A_case_study_of_playful_learning_to_co-design_visual_interpretations_of_immunology_concepts.pdf | 9
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How Data Scientists Work Together With Domain Experts in
Scientific Collaborations: To Find The Right Answer Or To
Ask The Right Question?
YAOLI MAO∗, Columbia University
DAKUO WANG∗, IBM Research
MICHAEL MULLER, IBM Research
KUSH R. VARSHNEY, IBM ... |
ai_researcher | 8 | AUTOGEN_A_Personalized_Large_Language_Model_for_Academic_Enhancement—Ethics_and_Proof_of_Principle.pdf | AUTOGEN STUDIO: A No-Code Developer Tool for Building and
Debugging Multi-Agent Systems
Victor Dibia, Jingya Chen, Gagan Bansal, Suff Syed,
Adam Fourney, Erkang Zhu, Chi Wang, Saleema Amershi
Microsoft Research, Redmond, United States
{victordibia, jingyachen, gaganbansal, suffsyed, adam.fourney,
erkang.zhu, chiw, sam... |
ai_researcher | 4 | A_Mathematical_Model_to_Enhance_Creativity_in_Generative_AI_Systems.pdf | 4
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Human-AI Co-Creativity: Exploring Synergies
Across Levels of Creative Collaboration
Jennifer Haase
Weizenbaum Institute and Humboldt University
Berlin, Germany
jennifer.haase@hu-berlin.de
Sebastian Pokutta
TU Berlin and Zuse Institute Berlin
Ber... |
ai_researcher | 2 | ConceptSearch_Towards_Efficient_Program_Search_Using_LLMs_for_Abstraction_and_Reasoning_Corpus_(ARC).pdf | Pre-print of paper accepted at AAAI
ConceptSearch: Towards Efficient Program Search Using
LLMs for Abstraction and Reasoning Corpus (ARC)
Kartik Singhal, Gautam Shroff
IIIT Delhi, India
{kartik21259, gautam.shroff}@iiitd.ac.in *
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The ... |
ai_researcher | 2 | Machine_Learning_in_Tissue_Engineering.pdf | Received: 14 Jul 2023
Revised: 25 Aug 2023
Accepted: 27 Aug 2023
DOI: xxx/xxxx
A R T I C L E T Y P E
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Autonomous Soft Tissue Retraction Using Demonstration-Guided
Reinforcement Learning
Amritpal Singh1
Wenqi Shi2
May D Wang3
1College of Comp... |
ai_researcher | 3 | An_LLM-based_Knowledge_Synthesis_and_Scientific_Reasoning_Framework_for_Biomedical_Discovery.pdf | 4
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Large Language Models as Software Components:
A Taxonomy for LLM-Integrated Applications
Irene Weber
Kempten University of Applied Sciences, Germany
irene.weber@hs-kempten.de
Abstract
Large Language Models (LLMs) have become widely adopted rec... |
ai_researcher | 3 | REL_Working_out_is_all_you_need.pdf | 7
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Relative e-spectra and relative closures
for families of theories∗
Sergey V. Sudoplatov†
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We define the notions of relative e-spectra, with respect to E-
operators, relative closures, and relative generating sets. We study
properties... |
ai_researcher | 1 | Talking_Trucks_Decentralized_Collaborative_Multi-Agent_Order_Scheduling_for_Self-Organizing_Logistics.pdf | > REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) <
1
Mining Truck Platooning Patterns Through
Massive Trajectory Data
Xiaolei Ma, Enze Huo, Haiyang Yu, and Honghai Li
Abstract—Truck platooning refers to a series of trucks driving
in close proximity via communicatio... |
ai_researcher | 2 | Generative_Agents_Interactive_Simulacra_of_Human_Behavior.pdf | 4
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EVOAGENT: Towards Automatic Multi-Agent
Generation via Evolutionary Algorithms
Siyu Yuan1∗, Kaitao Song2∗†,
Jiangjie Chen1, Xu Tan2, Dongsheng Li2, Deqing Yang1†
Fudan University1, Microsoft Research Asia2
syyuan21@m.fudan.edu.cn, {kaitaosong, x... |
ai_researcher | 1 | Leveraging_Knowledge_Graph_Embeddings_to_Disambiguate_Author_Names_in_Scientific_Data.pdf | Exploring Graph Based Approaches for Author Name
Disambiguation
Chetanya Rastogi∗
Stanford University
chetanya@stanford.edu
Prabhat Agarwal∗
Stanford University
prabhat8@stanford.edu
Shreya Singh∗
Stanford University
ssingh16@stanford.edu
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ai_researcher | 1 | Development_of_technological_tools_in_response_to_primary_mental_health_care_needs_arising_from_the_emergency_caused_by_COVID-19_in_Cauca.pdf | 4
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THE OPPORTUNITIES AND RISKS OF LARGE LANGUAGE
MODELS IN MENTAL HEALTH ∗
Hannah R Lawrence
Google via Magnit
Folsom, CA, United States
hannahlawrence@google.com
Renee A Schneider
Google
Mountain View, CA, United States
Susan B Rubin
Google via Magn... |
ai_researcher | 1 | Large_Language_Models_in_Design_and_Manufacturing.pdf | How Can Large Language Models Help Humans in Design And
Manufacturing?
LIANE MAKATURA, MICHAEL FOSHEY, and BOHAN WANG, MIT, USA
FELIX HÄHNLEIN, University of Washington, USA
PINGCHUAN MA, BOLEI DENG, and MEGAN TJANDRASUWITA, MIT, USA
ANDREW SPIELBERG, Harvard University, USA
CRYSTAL ELAINE OWENS, PETER YICHEN CHEN, an... |
ai_researcher | 1 | Exploring_crop_genomics_role_of_molecular_markers_in_identifying_genetic_diversity_and_characterization.pdf | 3
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Deep Learning for Reference-Free Geolocation of
Poplar Trees
Cai W. John∗
Bredesen Center
University of Tennessee, Knoxville
Knoxville, TN 37996
cjohn3@vols.utk.edu
Owen Queen∗†
Department of Biomedical Informatics
Harvard Medical School
... |
ai_researcher | 2 | Large_Language_Models_to_generate_meaningful_feature_model_instances.pdf | Deep Multiple Instance Feature Learning
via Variational Autoencoder
Shabnam Ghaffarzadegan
Bosch Research and Technology Center, Palo Alto, CA 94304, USA
shabnam.ghaffarzadegan@us.bosch.com
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We describe a novel weakly supervised deep lea... |
ai_researcher | 2 | Research_through_Design_Approaches_in_Human-Robot_Interaction.pdf | Would the Trees Dim the Lights? Adopting the Intentional
Stance for More-Than-Human Participatory Design
Ned Cooper
edward.cooper@anu.edu.au
Australian National University
Canberra, Australia
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ABSTRACT
The 2019/20 Black Summer bushfires in Austra... |
ai_researcher | 2 | AgentScope_A_Flexible_yet_Robust_Multi-Agent_Platform.pdf | 4
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AgentScope: A Flexible yet Robust Multi-Agent Platform
Dawei Gao†, Zitao Li†, Xuchen Pan∗, Weirui Kuang∗, Zhijian Ma∗, Bingchen Qian∗,
Fei Wei∗, Wenhao Zhang∗, Yuexiang Xie∗, Daoyuan Chen∗,
Liuyi Yao, Hongyi Peng, Zeyu Zhang, Lin Zhu, Chen Cheng... |
ai_researcher | 1 | Research_on_life_cycle_environmental_impact_assessment_and_decision_analysis_model_of_building_materials_based_on_BIM.pdf | BIM can help decarbonize the construction sector: life cycle evidence from
Pavement Management Systems
Anne de Bortoli1,2,3*, Yacine Baouch4, Mustapha Masdan2
1 CIRAIG, École Polytechnique de Montréal, P.O. Box 6079, Montréal, Québec, H3C 3A7, Canada
2 Direction technique, Eurovia Management, 18 Place de l’Euro... |
ai_researcher | 4 | Biomedical_generative_pre-trained_based_transformer_language_model_for_age-related_disease_target_discovery.pdf | Biomedical Language Models are Robust to Sub-optimal Tokenization
Bernal Jiménez Gutiérrez Huan Sun Yu Su
The Ohio State University
{jimenezgutierrez.1,sun.397,su.809}@osu.edu
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Abstract
As opposed to general English, many concepts
in biomedical ... |
ai_researcher | 1 | ENTREPRENEURSS_DECISION_PROCESSES_ON_A_NEW_BUSINESS_INVESTMENT_FEASIBILITY_STUDY_IN_LONDON_FLOWER_INDUSTRY.pdf | Business Taxonomy Construction
Using Concept-Level Hierarchical Clustering
Haodong Bai,† Frank Z. Xing,‡ Erik Cambria,‡ Win-Bin Huang†∗
†Department of Information Management, Peking University
‡School of Computer Science and Engineering, Nanyang Technological University
{hbai,huangwb}@pku.edu.cn, {zxing001,cambria}@nt... |
ai_researcher | 1 | Introducing_the_Concept_of_the_Volume_Lightning_Strike_Density.pdf | A Study of Lightning Activity over Different Ecological
Zones of Nepal
Samin Poudela
a Tribhuvan University, Kathmandu, Nepal, samin.sm@gmail.com
Abstract
In the present work, occurrence of lightning activity over different ecological zones of Nepal has
been studied. It has been observed that Lower T... |
ai_researcher | 1 | Image_Enhancement_Techniques_A_Study.pdf | JOURNAL OF COMPUTING, VOLUME 2, ISSUE 3, MARCH 2010, ISSN 2151-9617
HTTPS://SITES.GOOGLE.COM/SITE/JOURNALOFCOMPUTING/
8
A Comprehensive Review of Image Enhancement
Techniques
Raman Maini and Himanshu Aggarwal
Abstract: Principle objective of Image enhancement is to process an image so that result is more suit... |
ai_researcher | 1 | Untangling_the_Emotional_Intelligence-Suicidal_Ideation_Connection_The_Role_of_Cognitive_Emotion_Regulation_Strategies_in_Adolescents.pdf | Untangling Braids with Multi-agent Q-Learning
Abdullah Khan
Department of Mathematical Sciences
University of Essex
Colchester, UK
ak20749@essex.ac.uk
Alexei Vernitski
Department of Mathematical Sciences
University of Essex
Colchester, UK
asvern@essex.ac.uk
Alexei Lisitsa
Department of Computer Science
University of... |
ai_researcher | 1 | TELECOMParisTech_at_ImageClefphoto_2008_Bi-Modal_Text_and_Image_Retrieval_with_Diversity_Enhancement.pdf | 8
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Jet physics at HERA, Tevatron and LHC
Christophe Royon
IRFU-SPP, CEA Saclay, F91 191 Gif-sur-Yvette, France
1
Introduction
In this short report, we discuss the Jet Physics results and perspectives at HERA,
Tevatron and LHC. The different acceler... |
ai_researcher | 6 | Leveraging_Large_Language_Models_for_Enhancing_Literature-Based_Discovery.pdf | 3
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AI LITERATURE REVIEW SUITE
David A. Tovar
Department of Psychology
Vanderbilt University
Nashville, TN
david.tovar@vanderbilt.edu
ABSTRACT
The process of conducting literature reviews is often time-consuming and labor-intensive. To
streamline t... |
ai_researcher | 1 | Not_All_Metrics_Are_Guilty_Improving_NLG_Evaluation_by_Diversifying_References.pdf | BLEU might be Guilty but References are not Innocent
Markus Freitag, David Grangier, Isaac Caswell
Google Research
{freitag,grangier,icaswell}@google.com
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Abstract
The quality of automatic metrics for machine
translation has been increasingly cal... |
ai_researcher | 1 | Live__Real-Time_Platform_for_Robot_Design_Interfaces.pdf | Can parallel lives provide a solution to Hardy’s paradox?
˙Inan¸c S¸ahin1,
∗
1Department of Physics, Faculty of Sciences,
Ankara University, Ankara, Turkey
Abstract
Parallel lives is a model which provides an interpretation of quantum theory that is both local
and realistic. This model assumes that all quantum fi... |
ai_researcher | 1 | LLM4VV_Exploring_LLM-as-a-Judge_for_Validation_and_Verification_Testsuites.pdf | LLM4VV: Exploring LLM-as-a-Judge for
Validation and Verification Testsuites
Zachariah Sollenberger*
University of Delaware
Newark, DE
Jay Patel*
University of Delaware
Newark, DE
Christian Munley
University of Delaware
Newark, DE
Aaron Jarmusch
University of Delaware
Newark, DE
Sunita Chandrasekaran
University of ... |
ai_researcher | 2 | Adapting_Large_Language_Models_to_Log_Analysis_with_Interpretable_Domain_Knowledge.pdf | Adapting Large Language Models to Log Analysis
with Interpretable Domain Knowledge
Yuhe Ji∗†, Yilun Liu∗†(cid:0), Feiyu Yao†, Minggui He†, Shimin Tao†, Xiaofeng Zhao†,
Su Chang†, Xinhua Yang†, Weibin Meng†, Yuming Xie†, Boxing Chen‡, Hao Yang†
†Huawei, China
‡Huawei Canada, Canada
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ai_researcher | 2 | Exploring_the_Potential_of_Generative_Artificial_Intelligence.pdf | 8
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Artificial Intelligence for Interstellar Travel
Andreas M. Hein1 and Stephen Baxter2
1Initiative for Interstellar Studies, Bone Mill, New Street, Charfield, GL12
8ES, United Kingdom
2c/o Christopher Schelling, Selectric Artists, 9... |
ai_researcher | 1 | Generating_Ontology-Learning_Training-Data_through_Verbalization.pdf | Merging of Ontologies Through Merging of Their
Rules
Olegs Verhodubs
oleg.verhodub@inbox.lv
Abstract. Ontology merging is important, but not always effective. The main reason, why ontology merging is not
effective, is that ontology merging is performed without considering goals. Goals define the wa... |
ai_researcher | 7 | Idea2Img_Iterative_Self-Refinement_with_GPT-4V(ision)_for_Automatic_Image_Design_and_Generation.pdf | 4
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Idea2Img : Iterative Self-Refinement with GPT-4V
for Automatic Image Design and Generation
Zhengyuan Yang , Jianfeng Wang , Linjie Li, Kevin Lin, Chung-Ching Lin ,
Zicheng Liu , and Lijuan Wang
{zhengyang,jianfw,lindsey.li,keli,chungching.lin,zl... |
ai_researcher | 1 | The_Prompt_Canvas_A_Literature-Based_Practitioner_Guide_for_Creating_Effective_Prompts_in_Large_Language_Models.pdf | The Prompt Canvas: A Literature-Based Practitioner Guide for
Creating Effective Prompts in Large Language Models
Michael Hewing and Vincent Leinhos
FH Münster – University of Applied Sciences
December 6, 2024
ABSTRACT
The rise of large language models (LLMs) has highlighted the importance of prompt engineering as
a... |
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