Cover Image

Representing LLMs in Prompt Semantic Task Space

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kashani, Idan, Mendelson, Avi, Nemcovsky, Yaniv
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Machine Learning 68T07, 68T50, 65F20 I.2.7; I.2.6; H.3.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Challenges and Applications of Large Language Models: A Comparison of GPT and DeepSeek family of models
by: Sharma, Shubham, et al.
Published: (2025)

Optimizing Retrieval-Augmented Generation (RAG) for Colloquial Cantonese: A LoRA-Based Systematic Review
by: Calonge, David Santandreu, et al.
Published: (2025)

EdgeJury: Cross-Reviewed Small-Model Ensembles for Truthful Question Answering on Serverless Edge Inference
by: Kumar, Aayush
Published: (2025)

Fact Grounded Attention: Eliminating Hallucination in Large Language Models Through Attention Level Knowledge Integration
by: Gupta, Aayush
Published: (2025)

Beyond Long Context: When Semantics Matter More than Tokens
by: Chawdhury, Tarun Kumar, et al.
Published: (2025)

WebMap -- Large Language Model-assisted Semantic Link Induction in the Web
by: Pokharel, Shiraj, et al.
Published: (2025)

AI Agents-as-Judge: Automated Assessment of Accuracy, Consistency, Completeness and Clarity for Enterprise Documents
by: Dasgupta, Sudip, et al.
Published: (2025)

Language processing in humans and computers
by: Pavlovic, Dusko
Published: (2024)

Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies)
by: Beliaeva, Aleksandra, et al.
Published: (2025)

PolyTruth: Multilingual Disinformation Detection using Transformer-Based Language Models
by: Gouliev, Zaur, et al.
Published: (2025)

Reducing Labeling Costs in Sentiment Analysis via Semi-Supervised Learning
by: Jafarlou, Minoo, et al.
Published: (2024)

On Self-improving Token Embeddings
by: Kubek, Mario M., et al.
Published: (2025)

Combating data scarcity in recommendation services: Integrating cognitive types of VARK and neural network technologies (LLM)
by: Zmanovskii, Nikita
Published: (2026)

Mubeen AI: A Specialized Arabic Language Model for Heritage Preservation and User Intent Understanding
by: Aljafari, Mohammed, et al.
Published: (2025)

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
by: Da, Longchao, et al.
Published: (2025)

The Geometry of Truth: Layer-wise Semantic Dynamics for Hallucination Detection in Large Language Models
by: Mir, Amir Hameed
Published: (2025)

Progressive Training for Explainable Citation-Grounded Dialogue: Reducing Hallucination to Zero in English-Hindi LLMs
by: Pandya, Vedant
Published: (2026)

DPDisc: From Factoid Questions to Data Product Requests for Open-World Data Product Discovery over Tables and Text
by: Zhang, Liangliang, et al.
Published: (2025)

BMAM: Brain-inspired Multi-Agent Memory Framework
by: Li, Yang, et al.
Published: (2026)

Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis
by: Amamou, Hazem, et al.
Published: (2026)

A Reproducible, Scalable Pipeline for Synthesizing Autoregressive Model Literature
by: Alpay, Faruk, et al.
Published: (2025)

A Case Study of Balanced Query Recommendation on Wikipedia
by: Mishra, Harshit, et al.
Published: (2025)

ByteRover: Agent-Native Memory Through LLM-Curated Hierarchical Context
by: Nguyen, Andy, et al.
Published: (2026)

MeVer at CheckThat! 2026: Cluster-Aware Hard-Negative Mining for Multilingual Scientific-Source Retrieval
by: Bakagianni, Juli, et al.
Published: (2026)

IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)

IndoBERT-Relevancy: A Context-Conditioned Relevancy Classifier for Indonesian Text
by: Saputra, Muhammad Apriandito Arya, et al.
Published: (2026)

An Ensemble Embedding Approach for Improving Semantic Caching Performance in LLM-based Systems
by: Ghaffari, Shervin, et al.
Published: (2025)

$δ$-STEAL: LLM Stealing Attack with Local Differential Privacy
by: Dang, Kieu, et al.
Published: (2025)

LemmaBench: A Live, Research-Level Benchmark to Evaluate LLM Capabilities in Mathematics
by: Peyronnet, Antoine, et al.
Published: (2026)

EQUATOR: A Deterministic Framework for Evaluating LLM Reasoning with Open-Ended Questions. # v1.0.0-beta
by: Bernard, Raymond, et al.
Published: (2024)

A Scalable and High Availability Solution for Recommending Resolutions to Problem Tickets
by: Saragadam, Harish, et al.
Published: (2025)

SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats
by: Gondhalekar, Chinmay, et al.
Published: (2025)

AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs
by: Perera, Manoj Madushanka, et al.
Published: (2026)

ORPHEAS: A Cross-Lingual Greek-English Embedding Model for Retrieval-Augmented Generation
by: Livieris, Ioannis E., et al.
Published: (2026)

Thinking Machines: Mathematical Reasoning in the Age of LLMs
by: Asperti, Andrea, et al.
Published: (2025)

Structure and Destructure: Dual Forces in the Making of Knowledge Engines
by: Chen, Yihong
Published: (2025)

When Does Content-Based Routing Work? Representation Requirements for Selective Attention in Hybrid Sequence Models
by: Basu, Abhinaba
Published: (2026)

NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution
by: Breneur, Oleksandr Marchenko, et al.
Published: (2026)

Rethinking the Multilingual Reasoning Gap with Layer Swap
by: Lasbordes, Maxence, et al.
Published: (2026)

Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders
by: Ribadas-Pena, Francisco J., et al.
Published: (2024)