Computation and Language · Computer Science
Scope Ambiguities in Large Language Models
Gaurav Kamath, Sebastian Schuster, Sowmya Vajjala, Siva Reddy
2024-06-18
Computation and Language · Computer Science
Detecting Ambiguities to Guide Query Rewrite for Robust Conversations in Enterprise AI Assistants
Md Mehrab Tanjim, Xiang Chen, Victor S. Bursztyn, Uttaran Bhattacharya +7
2025-02-04
Computation and Language · Computer Science
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding
Joo-Kyung Kim, Guoyin Wang, Sungjin Lee, Young-Bum Kim
2021-09-28
Artificial Intelligence · Computer Science
ARGORA: Orchestrated Argumentation for Causally Grounded LLM Reasoning and Decision Making
Youngjin Jin, Hanna Kim, Kwanwoo Kim, Chanhee Lee +1
2026-01-30
Computation and Language · Computer Science
A Taxonomy of Ambiguity Types for NLP
Margaret Y. Li, Alisa Liu, Zhaofeng Wu, Noah A. Smith
2024-03-22
Computation and Language · Computer Science
Ambiguity in LLMs is a concept missing problem
Zhibo Hu, Chen Wang, Yanfeng Shu, Hye-Young Paik +1
2025-10-02
Artificial Intelligence · Computer Science
Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty
Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee +2
2026-05-27
Formal Languages and Automata Theory · Computer Science
Resolving Nondeterminism by Chance
Soumyajit Paul, David Purser, Sven Schewe, Qiyi Tang +2
2026-04-01
Computation and Language · Computer Science
Reasoning about Ambiguous Definite Descriptions
Stefan F. Schouten, Peter Bloem, Ilia Markov, Piek Vossen
2023-10-24
Formal Languages and Automata Theory · Computer Science
Learning Automata with Name Allocation
Florian Frank, Stefan Milius, Jurriaan Rot, Henning Urbat
2026-03-27
Computation and Language · Computer Science
Cross-Domain Ambiguity Detection using Linear Transformation of Word Embedding Spaces
Vaibhav Jain, Ruchika Malhotra, Sanskar Jain, Nishant Tanwar
2020-03-31