ambiguity resolution

CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems ACL 2026 Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs EACL 2026 The Problem of Ambiguity in Table Question Answering EACL 2026 Ambiguity and Disagreement in Abstract Meaning Representation COLING 2025 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 Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025 ECLAIR: Enhanced Clarification for Interactive Responses AAAI 2025 ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 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 Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs? NAACL 2025 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NeurIPS 2024 CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models EMNLP 2024 WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024 Benchmarking and Improving Text-to-SQL Generation under Ambiguity EMNLP 2023 Reasoning about Ambiguous Definite Descriptions EMNLP 2023 Resolving Ambiguities in Text-to-Image Generative Models ACL 2023 Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation ACL 2023 Unpacking Ambiguous Structure: A Dataset for Ambiguous Implicit Discourse Relations for English and Egyptian Arabic ACL 2023 Video-Helpful Multimodal Machine Translation EMNLP 2023 Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023 Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System ACL 2022