Cover Image

Agent-Based Detection and Resolution of Incompleteness and Ambiguity in Interactions with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Naik, Riya, Srinivasan, Ashwin, Agarwal, Swati, He, Estrid
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language Information Retrieval I.2
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An Empirical Study of the Role of Incompleteness and Ambiguity in Interactions with Large Language Models
by: Naik, Riya, et al.
Published: (2025)

Graph Your Way to Inspiration: Integrating Co-Author Graphs with Retrieval-Augmented Generation for Large Language Model Based Scientific Idea Generation
by: Xie, Pengzhen, et al.
Published: (2025)

A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models
by: Hier, Daniel B., et al.
Published: (2024)

Teaching a Language Model to Speak the Language of Tools
by: Emanuilov, Simeon
Published: (2025)

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection
by: Kopanov, Kalin
Published: (2024)

LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages
by: Kholodna, Nataliia, et al.
Published: (2024)

SEDA: A Self-Adapted Entity-Centric Data Augmentation for Boosting Gird-based Discontinuous NER Models
by: Su, Wen-Fang, et al.
Published: (2025)

The Synthetic Web: Adversarially-Curated Mini-Internets for Diagnosing Epistemic Weaknesses of Language Agents
by: Shah, Shrey, et al.
Published: (2026)

Confident, Calibrated, or Complicit: Safety Alignment and Ideological Bias in LLM Hate Speech Detection
by: Selvaganapathy, Sanjeeevan, et al.
Published: (2025)

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model
by: Choi, Sinnyum, et al.
Published: (2025)

Multi-Perspective Attention Mechanism for Bias-Aware Sequential Recommendation
by: Fu, Mingjian, et al.
Published: (2025)

Accelerating Complex Disease Treatment through Network Medicine and GenAI: A Case Study on Drug Repurposing for Breast Cancer
by: Hamed, Ahmed Abdeen, et al.
Published: (2024)

SomaliWeb v1: A Quality-Filtered Somali Web Corpus with a Matched Tokenizer and a Public Language-Identification Benchmark
by: Dahir, Khalid Yusuf
Published: (2026)

PustakAI: Curriculum-Aligned and Interactive Textbooks Using Large Language Models
by: Sharma, Shivam, et al.
Published: (2025)

Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models
by: Nyffenegger, Alex, et al.
Published: (2023)

ReaderLM-v2: Small Language Model for HTML to Markdown and JSON
by: Wang, Feng, et al.
Published: (2025)

A Semantic Approach to Negation Detection and Word Disambiguation with Natural Language Processing
by: Okpala, Izunna, et al.
Published: (2023)

Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph
by: Jia, Runsong, et al.
Published: (2024)

Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models
by: Couturier, Camille, et al.
Published: (2025)

KGiRAG: An Iterative GraphRAG Approach for Responding Sensemaking Queries
by: Iacob, Isabela, et al.
Published: (2026)

CogCanvas: Verbatim-Grounded Artifact Extraction for Long LLM Conversations
by: An, Tao
Published: (2025)

From Knowledge Generation to Knowledge Verification: Examining the BioMedical Generative Capabilities of ChatGPT
by: Hamed, Ahmed Abdeen, et al.
Published: (2025)

TeroSeek: An AI-Powered Knowledge Base and Retrieval Generation Platform for Terpenoid Research
by: Kang, Xu, et al.
Published: (2025)

Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering
by: Colelough, Brandon, et al.
Published: (2025)

EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search
by: Rathinasamy, Kamalkumar, et al.
Published: (2024)

RTTC: Reward-Guided Collaborative Test-Time Compute
by: Muñoz, J. Pablo, et al.
Published: (2025)

DeepSlide: From Artifacts to Presentation Delivery
by: Yang, Ming, et al.
Published: (2026)

Enhancing Retrieval-Augmented Generation for Electric Power Industry Customer Support
by: Chan, Hei Yu, et al.
Published: (2025)

SegNSP: Revisiting Next Sentence Prediction for Linear Text Segmentation
by: Isidro, José, et al.
Published: (2026)

Improving RAG Retrieval via Propositional Content Extraction: a Speech Act Theory Approach
by: Lima, João Alberto de Oliveira
Published: (2025)

A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs
by: Sami, K. M. Jubair, et al.
Published: (2025)

ConQRet: Benchmarking Fine-Grained Evaluation of Retrieval Augmented Argumentation with LLM Judges
by: Dhole, Kaustubh D., et al.
Published: (2024)

jina-reranker-v3: Last but Not Late Interaction for Listwise Document Reranking
by: Wang, Feng, et al.
Published: (2025)

ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary
by: Li, Yutong, et al.
Published: (2024)

Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever
by: Jha, Rohan, et al.
Published: (2024)

Large Language Model Agent for Fake News Detection
by: Li, Xinyi, et al.
Published: (2024)

PLUGH: A Benchmark for Spatial Understanding and Reasoning in Large Language Models
by: Tikhonov, Alexey
Published: (2024)

User Preference Modeling for Conversational LLM Agents: Weak Rewards from Retrieval-Augmented Interaction
by: Hao, Yuren, et al.
Published: (2026)

CogRec: A Cognitive Recommender Agent Fusing Large Language Models and Soar for Explainable Recommendation
by: Hu, Jiaxin, et al.
Published: (2025)

IndiaFinBench: An Evaluation Benchmark for Large Language Model Performance on Indian Financial Regulatory Text
by: Pall, Rajveer Singh
Published: (2026)