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ambiguity resolution

28 papers

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large language model (12755) natural language understanding (845) semantic parsing (955) ambiguous question (18) benchmark dataset (619) language model (4573) clarifying question (8) clarification question (27) intent classification (371) question generation (461)

Papers

The Problem of Ambiguity in Table Question Answering EACL 2026
Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs EACL 2026
bAI-bAI: A Context-Aware Transliteration System for Baybayin Scripts COLING 2025
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025
Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing ACL 2025
Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025
LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR COLING 2025
Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ACL 2025
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025
ECLAIR: Enhanced Clarification for Interactive Responses AAAI 2025
Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs? NAACL 2025
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025
Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024
CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models EMNLP 2024
Video-Helpful Multimodal Machine Translation EMNLP 2023
Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023
Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation ACL 2023
Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023
Unpacking Ambiguous Structure: A Dataset for Ambiguous Implicit Discourse Relations for English and Egyptian Arabic ACL 2023
Resolving Ambiguities in Text-to-Image Generative Models ACL 2023
Reasoning about Ambiguous Definite Descriptions EMNLP 2023
Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System ACL 2022
Ask what’s missing and what’s useful: Improving Clarification Question Generation using Global Knowledge NAACL 2021