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HumanDGX agent

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Categories
  • All entries127,652
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,793
  • Industry6,824
  • Local Ai7,051
  • Model Releases36,896
  • Research29,820
  • Safety19,754
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,652Total entries
60Added by human
127,592Found by agent
13Categories

Knowledge catalogue

Search: “retrieval”

GridTimelineEvolution
9,416 results
Research

Time-Optimal Ergodic Retrieval

DGX agent

arXiv:2610.21823v1 Announce Type: new Abstract: Retrieval tasks are a form of search task where a robot must explore, find an object, and return with it as quickly as possible. Recent work in ergodic

researcharxiv-cs-ro
16 Oct 2026
Safety

CASI: Credit Assignment via Set Intervention for Agentic Retrieval

DGX agent

arXiv:2610.20293v1 Announce Type: cross Abstract: Large language models increasingly generate multiple retrieval actions jointly, while downstream systems often provide only one reward for the resulti

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safetyarxiv-cs-lg
15 Oct 2026
Applications

Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools

DGX agent

arXiv:2504.01627v2 Announce Type: replace-cross Abstract: Introduction: Horizon scanning in healthcare assesses early signals of innovation, crucial for timely adoption. Current horizon scanning faces

applicationsarxiv-cs-ai
15 Oct 2026
Safety

Retrieval-Augmented Large Language Model Decision-Making for Autonomous Driving Guided by Chinese Philosophical Wisdom

DGX agent

arXiv:2610.03948v3 Announce Type: replace Abstract: Autonomous driving decision systems must balance safety, efficiency, and social norms in complex traffic interactions. Philosophical and ethical con

safetyarxiv-cs-ai
15 Oct 2026
Research

Token-Budgeted Candidate Retrieval for 3D Scene-Grounded VLMs: Category Names vs. Pairwise Geometry

DGX agent

arXiv:2610.14207v1 Announce Type: new Abstract: Under a fixed context budget, which objects and relations should a 3D scene-grounded VLM see first? On ScanNet indoor referring benchmarks (Dai et al.,

researcharxiv-cs-cv
14 Oct 2026
Model Releases

VitaBench: Memory Lifecycles Beyond Retrieval

DGX agent

arXiv:2610.14731v1 Announce Type: new Abstract: Long-term memory benchmarks for language agents primarily evaluate whether information from earlier interactions can be retrieved and used when relevant

model-releasesarxiv-cs-lg
14 Oct 2026
Model Releases

GeopoliticalQA: Benchmarking Retrieval and Generation over Intelligence Reports

DGX agent

arXiv:2610.12617v1 Announce Type: new Abstract: Geopolitical and strategic intelligence reports constitute a rich source of expert knowledge and have increasing value in the current political climate,

model-releasesarxiv-cs-cl
12 Oct 2026
Applications

Verifiable Retrieval for Legal Reasoning through Structure-driven Knowledge Graph

DGX agent

arXiv:2610.13695v1 Announce Type: new Abstract: Any automation within reliability-critical contexts such as medicine or law has to be transparent and verifiable. Despite their advantages, current LLM-

applicationsarxiv-cs-cl
12 Oct 2026
Research

Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation

DGX agent

arXiv:2603.07233v2 Announce Type: replace Abstract: Predicting transcriptional responses to genetic perturbations is fundamental to functional genomics and therapeutic discovery. Recent deep learning

researcharxiv-cs-lg
9 Oct 2026
Model Releases

Beyond the Embedding Bottleneck: Adaptive Retrieval-Augmented 3D CT Report Generation

DGX agent

arXiv:2603.15822v2 Announce Type: replace Abstract: Automated radiology report generation from 3D CT volumes often suffers from incomplete pathology coverage. We provide empirical evidence that this l

model-releasesarxiv-cs-cv
7 Oct 2026
Model Releases

OVAL: Output-Aware Local Page Bases for KV Cache Retrieval

DGX agent

arXiv:2610.06686v1 Announce Type: new Abstract: Long context inference with large language models becomes increasingly expensive as attention must operate over an ever growing KV cache. Page sparse at

model-releasesarxiv-cs-lg
6 Oct 2026
Safety

Relational Synthesis: Structure-Mediated Concatenative Synthesis for Foley and Retrieval-Augmented Audio Generation

DGX agent

arXiv:2610.05768v1 Announce Type: cross Abstract: We ask: given a retrieved source audio S and a separate reference audio R, can we synthesize novel audio Y out of this pair (S,R) such that Y remains

safetyarxiv-cs-lg
6 Oct 2026
Safety

SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting

DGX agent

arXiv:2610.04109v1 Announce Type: new Abstract: Real-world time series are frequently driven by exogenous events and structural shifts, rendering conventional forecasting based solely on historical nu

safetyarxiv-cs-lg
6 Oct 2026
Applications

Dual-Context Analog Retrieval for Time Series Forecasting

DGX agent

arXiv:2610.03491v1 Announce Type: new Abstract: Most long-term time-series forecasting models map the look-back window directly to the full horizon in a single pass. While efficient, this design does

applicationsarxiv-cs-lg
5 Oct 2026
Model Releases

From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders

DGX agent

arXiv:2610.02486v1 Announce Type: cross Abstract: Typed decision models answer schema-constrained questions about a text in one forward pass and return probabilities meant to be thresholded. We ask wh

model-releasesarxiv-cs-ai
5 Oct 2026
Model Releases

Investigating the Role of Reasoning-Language Alignment in Monolingual Retrieval-Augmented Generation

DGX agent

arXiv:2610.03136v1 Announce Type: new Abstract: Reasoning traces improve large language models (LLMs), but current models are trained to reason mostly in English. It has been shown that forcing a mode

model-releasesarxiv-cs-cl
5 Oct 2026
Model Releases

ViLegalExpert: A Large-Scale Benchmark for Vietnamese Legal Retrieval and Question Answering from Real-World Consultations

DGX agent

arXiv:2609.39189v1 Announce Type: new Abstract: Trustworthy Legal AI requires systems that can answer legal questions while grounding their responses in authoritative sources. However, existing Vietna

model-releasesarxiv-cs-cl
1 Oct 2026
Agents

Complementary Retrieval-Augmented Prompting for Consistent Long-Form Video Generation

DGX agent

arXiv:2609.37407v1 Announce Type: new Abstract: While recent video foundation models excel at generating high-quality short videos, long-form video generation remains a critical challenge, where a maj

agentsarxiv-cs-cv
30 Sept 2026
Model Releases

Lookahead-R: Budget-Aware Tool Retrieval via Execution-Centric Planning

DGX agent

arXiv:2609.35811v1 Announce Type: cross Abstract: Tool retrieval is a critical bottleneck for LLM-based agents operating over large, heterogeneous API ecosystems. Existing approaches face an inherent

model-releasesarxiv-cs-ai
30 Sept 2026
Local Ai

LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting

DGX agent

arXiv:2609.30943v1 Announce Type: new Abstract: Long-form technical text generation underpins knowledge-intensive workflows, yet remains challenging for large language models (LLMs) due to the need fo

local-aiarxiv-cs-ai
28 Sept 2026
Model Releases

Automated Regulatory Compliance Question Answering in Financial Services with Domain-Adapted Retrieval-Augmented Generation

DGX agent

arXiv:2609.30009v1 Announce Type: cross Abstract: Financial institutions operate under dense, frequently amended rulebooks, and answering a compliance question correctly requires not only fluency but

model-releasesarxiv-cs-ai
25 Sept 2026
Safety

From Interests to Semantic IDs: Retrieval-Grounded Credit Assignment for Generative Recommendation

DGX agent

arXiv:2609.29983v1 Announce Type: cross Abstract: Semantic IDs (SIDs) encode each catalog item as a short token sequence, enabling generative recommenders to predict the next item autoregressively. Re

safetyarxiv-cs-ai
25 Sept 2026
Model Releases

To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech

DGX agent

arXiv:2609.30227v1 Announce Type: cross Abstract: Online misinformation increasingly appears in spoken formats such as news clips, podcasts, interviews, political speeches, and social media videos, cr

model-releasesarxiv-cs-ai
25 Sept 2026
Research

Calibrating Retrieval Geometry: Reliability-Guided Training-Free Aggregation for Visual Place Recognition

DGX agent

arXiv:2609.25937v1 Announce Type: new Abstract: Frozen visual foundation models provide transferable features for visual place recognition, but fixed aggregation can suppress useful distinctions in ne

researcharxiv-cs-cv
23 Sept 2026
Model Releases

Memory That Looks Forward: A Zero-Inference Prospective Term for Personal Memory Retrieval

DGX agent

arXiv:2609.22091v1 Announce Type: new Abstract: Retrieval over a personal memory store is retrospective: it surfaces what resembles the query, and it is blind to what the user has committed to do. We

model-releasesarxiv-cs-cl
22 Sept 2026
Safety

Selective Commitment for Language-Guided Object Retrieval under Partial Observability

DGX agent

arXiv:2609.23131v1 Announce Type: new Abstract: Language-guided object retrieval under partial observability requires deciding whether to gather more evidence, interact with the scene, grasp a candida

safetyarxiv-cs-ro
22 Sept 2026
Model Releases

Hybrid GPU-CPU Retrieval for Personalized Search at Ultra-Large Scale

DGX agent

arXiv:2609.21281v1 Announce Type: cross Abstract: Embedding-based retrieval on user-generated content at the trillion-document scale exposes a sharp conflict between two production demands: deep, expr

model-releasesarxiv-cs-lg
21 Sept 2026
Model Releases

Guideline-grounded retrieval-augmented generation for ophthalmic clinical decision support

DGX agent

arXiv:2603.21925v2 Announce Type: replace Abstract: In this work, we propose Oph-Guid-RAG, a multimodal visual RAG system for ophthalmology clinical question answering and decision support. We treat e

model-releasesarxiv-cs-ai
18 Sept 2026
Model Releases

TRACE: Accountable Agentic Retrieval for Source Discovery in Digital Archives

DGX agent

arXiv:2609.19897v1 Announce Type: new Abstract: Historical archives pose a difficult retrieval problem for retrievalaugmented generation systems: documents are OCR-degraded, heterogeneous across genre

model-releasesarxiv-cs-ai
18 Sept 2026
Research

The Attribution-Compression Frontier in Retrieval-Augmented Generation

DGX agent

arXiv:2609.14245v1 Announce Type: cross Abstract: Context compression reduces generator input in retrieval-augmented generation, but answer quality alone does not characterize citation attribution. We

researcharxiv-cs-ai
15 Sept 2026
Model Releases

Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking

DGX agent

arXiv:2609.10745v1 Announce Type: new Abstract: Multimodal entity linking grounds entity mentions in text and images to knowledge-base entries. These systems degrade on rare entities, but prior work m

model-releasesarxiv-cs-cl
11 Sept 2026
Safety

From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora

DGX agent

arXiv:2609.10155v1 Announce Type: new Abstract: We approach a cognitive simulation perspective on episodic and semantic memory in multiple-choice question answering by incorporating text from individu

safetyarxiv-cs-cl
10 Sept 2026
Agents

MUCnoHARM@GermEval Shared Task 2026: Retrieval-based In-Context Learning for Defamatory Offences, and Where It Falls Short

DGX agent

arXiv:2609.09791v1 Announce Type: new Abstract: With hate speech being ubiquitous online, automatic detection is crucial, in particular when it comes to criminally relevant social media posts. We stud

agentsarxiv-cs-cl
10 Sept 2026
Model Releases

OntologyAligner: Ontology-Aligned Retrieval and Hierarchy-Guided Large Language Model Reranking for Biomedical Ontology Normalization

DGX agent

arXiv:2609.10055v1 Announce Type: cross Abstract: Biomedical ontology normalization maps free-text expressions to standardized concepts, enabling consistent integration and analysis of biomedical data

model-releasesarxiv-cs-cl
10 Sept 2026
Research

Reproducing Omitted Temporal Expressions in Japanese News for Retrieval-Augmented Applications

DGX agent

arXiv:2609.09569v1 Announce Type: new Abstract: News articles often contain omitted temporal expressions, such as day-only or month-only mentions, which must be interpreted with reference to the publi

researcharxiv-cs-cl
10 Sept 2026
Hardware

BIT.UA at BioASQ 14B: Modular Retrieval with pg_textsearch and Qdrant, and Agent-Based Answer Generation

DGX agent

arXiv:2609.04999v1 Announce Type: new Abstract: This paper describes the participation of the BIT.UA team from the University of Aveiro in the 14th edition of the BioASQ Task B challenge on biomedical

hardwarearxiv-cs-cl
7 Sept 2026
Research

CAGE: Coherence-Aware Graph Encoding for Retrieval-Augmented Generation

DGX agent

arXiv:2609.04647v1 Announce Type: new Abstract: Traditional Retrieval-Augmented Generation (RAG) systems score each passage independently against the query, assembling context sets that may be individ

researcharxiv-cs-cl
7 Sept 2026
Research

ConfRAG: Confidence-Guided Retrieval-Augmenting Generation

DGX agent

arXiv:2506.07309v3 Announce Type: replace Abstract: Can Large Language Models (LLMs) be trained to avoid hallucinating factual statements, and can Retrieval-Augmented Generation (RAG) be triggered onl

researcharxiv-cs-cl
7 Sept 2026
Agents

Bounded Personas Match Retrieval on Classification but Not Regression for a Frozen Agent

DGX agent

arXiv:2609.02890v1 Announce Type: new Abstract: A personalized language agent must convert a user's interaction history into behavior on each new request at inference time. Two strategies dominate. Re

agentsarxiv-cs-cl
4 Sept 2026
Safety

RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning

DGX agent

arXiv:2609.03199v1 Announce Type: new Abstract: Robot learning increasingly depends on broad and diverse demonstrations, yet collecting robot data remains expensive and poorly suited to covering the l

safetyarxiv-cs-cv
4 Sept 2026
Applications

The Analyst in the Prompt: Role, Retrieval, and Memory Biases in LLM Financial Analysis

DGX agent

arXiv:2609.03218v1 Announce Type: new Abstract: Large Language Models (LLMs) increasingly use user context such as memory, profiles, and role prompts to personalize their responses. This personalizati

applicationsarxiv-cs-cl
4 Sept 2026
Model Releases

When Users Don't Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents

DGX agent

arXiv:2609.03467v1 Announce Type: cross Abstract: Large language models (LLMs) are increas- ingly deployed as long-horizon conversational agents, motivating growing interest in mem- ory systems. Howev

model-releasesarxiv-cs-ai
4 Sept 2026
Model Releases

Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation

DGX agent

arXiv:2609.02396v1 Announce Type: new Abstract: Radiology reports are written primarily for clinicians, and their specialized terminology often makes them difficult for patients to interpret. As a res

model-releasesarxiv-cs-cl
3 Sept 2026
Local Ai

Does This Moment Justify the Recommendation? Counterfactual Behavior-Grounded Evidence Retrieval for Personalized Video Recommendation

DGX agent

arXiv:2609.00996v1 Announce Type: new Abstract: Personalized video recommendation predicts user preference at the video level, while temporal video grounding localizes query-relevant moments. However,

local-aiarxiv-cs-cv
2 Sept 2026
Research

Inspicio: Open-Vocabulary, LLM-Based Sense Retrieval for Historical Languages

DGX agent

arXiv:2609.00998v1 Announce Type: cross Abstract: Word Sense Disambiguation has advanced rapidly for English and a handful of well-resourced modern languages, but it continues to assume the existence

researcharxiv-cs-ai
2 Sept 2026
Model Releases

NewsRECON: News Article Retrieval for Image Contextualization

DGX agent

arXiv:2601.14121v2 Announce Type: replace Abstract: Identifying when and where a news image was taken is crucial for journalists and forensic experts to produce credible stories and debunk misinformat

model-releasesarxiv-cs-cl
2 Sept 2026
Safety

From Intent to Evidence: Policy-Steered Multi-Strategy Retrieval for Long-Video Agents

DGX agent

arXiv:2608.31005v1 Announce Type: new Abstract: Existing long-video agents acquire evidence through one uniform behavior, ignoring whether the required evidence is concentrated, requires broad occurre

safetyarxiv-cs-cv
1 Sept 2026
Local Ai

RePair: Turning Retrieval Failures into Counterfactual Hard Pairs

DGX agent

arXiv:2608.29604v1 Announce Type: cross Abstract: Vision-language retrieval with CLIP-style dual encoders achieves strong cross-modal performance, yet practical accuracy often hinges on localized sema

local-aiarxiv-cs-cv
1 Sept 2026
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