Natural Language Processing

Text understanding and language tasks

Top This Week

Nlp

Automate IOS devices through XCUITest with droidrun.

Automate iOS apps with XCUITest and Droidrun using just natural language. You send the command to Droidrun, and the agent starts the task...

Reddit - Artificial Intelligence · 1 min ·
Machine Learning

[P] Trained a small BERT on 276K Kubernetes YAMLs using tree positional encoding instead of sequential

I trained a BERT-style transformer on 276K Kubernetes YAML files, replacing standard positional encoding with learned tree coordinates (d...

Reddit - Machine Learning · 1 min ·
Machine Learning

I am doing a multi-model graph database in pure Rust with Cypher, SQL, Gremlin, and native GNN looking for extreme speed and performance

Hi guys, I'm a PhD student in Applied AI and I've been building an embeddable graph database engine from scratch in Rust. I'd love feedba...

Reddit - Artificial Intelligence · 1 min ·

All Content

[2602.21701] Learning Complex Physical Regimes via Coverage-oriented Uncertainty Quantification: An application to the Critical Heat Flux
Machine Learning

[2602.21701] Learning Complex Physical Regimes via Coverage-oriented Uncertainty Quantification: An application to the Critical Heat Flux

This article explores the application of coverage-oriented uncertainty quantification (UQ) in scientific machine learning, focusing on th...

arXiv - Machine Learning · 4 min ·
[2602.21693] TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts
Machine Learning

[2602.21693] TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts

The paper introduces TiMi, a novel approach that enhances time series forecasting by integrating multimodal data through a Mixture of Exp...

arXiv - Machine Learning · 4 min ·
[2602.21597] NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training
Machine Learning

[2602.21597] NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training

The paper presents NGDB-Zoo, a framework designed to enhance the training efficiency of Neural Graph Databases (NGDBs) by decoupling logi...

arXiv - Machine Learning · 3 min ·
[2602.21371] Interleaved Head Attention
Llms

[2602.21371] Interleaved Head Attention

The paper introduces Interleaved Head Attention (IHA), a novel approach to Multi-Head Attention (MHA) that enhances reasoning capabilitie...

arXiv - Machine Learning · 4 min ·
[2602.10953] Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models
Llms

[2602.10953] Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models

The paper presents SOAR, a novel decoding algorithm for Diffusion Language Models that adapts its search strategy based on model confiden...

arXiv - AI · 3 min ·
[2602.02007] Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
Nlp

[2602.02007] Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation

The paper introduces xMemory, a novel approach to agent memory systems that enhances retrieval by decoupling and aggregating semantic com...

arXiv - AI · 4 min ·
[2602.00462] LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
Llms

[2602.00462] LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs

The paper introduces LatentLens, a method for mapping visual tokens to natural language descriptions in Vision-Language Models (VLMs), en...

arXiv - AI · 4 min ·
[2602.00012] OGD4All: A Framework for Accessible Interaction with Geospatial Open Government Data Based on Large Language Models
Llms

[2602.00012] OGD4All: A Framework for Accessible Interaction with Geospatial Open Government Data Based on Large Language Models

The OGD4All framework enhances citizen interaction with geospatial Open Government Data using Large Language Models, achieving high accur...

arXiv - Machine Learning · 3 min ·
[2601.19922] HEART: A Unified Benchmark for Assessing Humans and LLMs in Emotional Support Dialogue
Llms

[2601.19922] HEART: A Unified Benchmark for Assessing Humans and LLMs in Emotional Support Dialogue

The paper introduces HEART, a benchmark for evaluating emotional support dialogue in humans and LLMs, focusing on empathy and communicati...

arXiv - AI · 4 min ·
[2601.15715] RebuttalAgent: Strategic Persuasion in Academic Rebuttal via Theory of Mind
Ai Agents

[2601.15715] RebuttalAgent: Strategic Persuasion in Academic Rebuttal via Theory of Mind

The paper presents RebuttalAgent, a framework using Theory of Mind for strategic persuasion in academic rebuttals, addressing the complex...

arXiv - AI · 4 min ·
[2512.08639] Aerial Vision-Language Navigation with a Unified Framework for Spatial, Temporal and Embodied Reasoning
Nlp

[2512.08639] Aerial Vision-Language Navigation with a Unified Framework for Spatial, Temporal and Embodied Reasoning

This article presents a unified framework for Aerial Vision-Language Navigation (VLN), enabling UAVs to interpret natural language and na...

arXiv - AI · 4 min ·
[2511.06899] RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation
Llms

[2511.06899] RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation

The paper presents the Reasoning Process Tree Score (RPTS), a novel metric for evaluating reasoning in Large Vision-Language Models (LVLM...

arXiv - AI · 4 min ·
[2511.12033] EARL: Entropy-Aware RL Alignment of LLMs for Reliable RTL Code Generation
Llms

[2511.12033] EARL: Entropy-Aware RL Alignment of LLMs for Reliable RTL Code Generation

The paper presents EARL, an Entropy-Aware Reinforcement Learning framework designed to enhance the reliability of RTL code generation by ...

arXiv - Machine Learning · 4 min ·
[2511.00062] World Simulation with Video Foundation Models for Physical AI
Llms

[2511.00062] World Simulation with Video Foundation Models for Physical AI

The paper presents Cosmos-Predict2.5, an advanced model for world simulation in Physical AI, integrating various generation methods and i...

arXiv - Machine Learning · 5 min ·
[2510.05077] Slm-mux: Orchestrating small language models for reasoning
Llms

[2510.05077] Slm-mux: Orchestrating small language models for reasoning

The paper presents SLM-MUX, a novel architecture for orchestrating small language models (SLMs) to improve reasoning accuracy, achieving ...

arXiv - AI · 4 min ·
[2510.00024] EpidemIQs: Prompt-to-Paper LLM Agents for Epidemic Modeling and Analysis
Llms

[2510.00024] EpidemIQs: Prompt-to-Paper LLM Agents for Epidemic Modeling and Analysis

The paper presents EpidemIQs, a multi-agent framework utilizing large language models for efficient epidemic modeling, demonstrating impr...

arXiv - AI · 4 min ·
[2509.25184] Incentive-Aligned Multi-Source LLM Summaries
Llms

[2509.25184] Incentive-Aligned Multi-Source LLM Summaries

The paper presents an innovative framework called Truthful Text Summarization (TTS) aimed at enhancing the factual accuracy of multi-sour...

arXiv - AI · 3 min ·
[2509.23744] Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning
Llms

[2509.23744] Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning

This article explores the foundational bottlenecks in multimodal reasoning, highlighting how additional modalities can enhance or hinder ...

arXiv - AI · 4 min ·
[2509.18880] Diversity Boosts AI-Generated Text Detection
Llms

[2509.18880] Diversity Boosts AI-Generated Text Detection

The paper presents DivEye, a novel framework for detecting AI-generated text by analyzing unpredictability in text structure and vocabula...

arXiv - Machine Learning · 4 min ·
[2509.14537] ClearFairy: Capturing Creative Workflows through Decision Structuring, In-Situ Questioning, and Rationale Inference
Machine Learning

[2509.14537] ClearFairy: Capturing Creative Workflows through Decision Structuring, In-Situ Questioning, and Rationale Inference

The paper introduces ClearFairy, an AI assistant designed to enhance decision-making in creative workflows by structuring reasoning and i...

arXiv - AI · 3 min ·
Previous Page 74 Next

Related Topics

Stay updated with AI News

Get the latest news, tools, and insights delivered to your inbox.

Daily or weekly digest • Unsubscribe anytime