ambiguity detection

CSE-UOI at SemEval-2026 Task 6: A Two-Stage Heterogeneous Ensemble with Deliberative Complexity Gating for Political Evasion Detection SemEval 2026 ODUTQA-MDC: A Task for Open-Domain Underspecified Tabular QA with Multi-turn Dialogue-based Clarification ACL 2026 Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025 Can LLMs Detect Ambiguous Plural Reference? An Analysis of Split-Antecedent and Mereological Reference EMNLP 2025 Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs EMNLP 2025 From Disagreement to Understanding: The Case for Ambiguity Detection in NLI EMNLP 2025 Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025 Potentially Problematic Word Usages and How to Detect Them: A Survey EMNLP 2025 Trick or Neat: Adversarial Ambiguity and Language Model Evaluation ACL 2025 When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025 Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025 Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024 Detecting Ambiguous Utterances in an Intelligent Assistant EMNLP 2024 Detecting Temporal Ambiguity in Questions EMNLP 2024 Generating Clarification Questions for Disambiguating Contracts COLING 2024 Asking Clarification Questions to Handle Ambiguity in Open-Domain QA EMNLP 2023 Homonym Detection For Humor Recognition In Short Text EMNLP 2018