Natural Language Understanding

TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis ACL 2025 TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025 The iRead4Skills Intelligent Complexity Analyzer EMNLP 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Transfer of Structural Knowledge from Synthetic Languages ACL 2025 Uncertainty in Causality: A New Frontier ACL 2025 Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025 Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025 “What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025 When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models ACL 2025 Where Are We? Evaluating LLM Performance on African Languages ACL 2025 Wonderland_EDU@HKU at BEA 2025 Shared Task: Fine-tuning Large Language Models to Evaluate the Pedagogical Ability of AI-powered Tutors ACL 2025 You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024 Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024 Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024 AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024 AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024 ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024 BatchEval: Towards Human-like Text Evaluation ACL 2024 Bilingual Rhetorical Structure Parsing with Large Parallel Annotations ACL 2024 Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you! EMNLP 2024 Can we teach language models to gloss endangered languages? EMNLP 2024 Challenging Error Correction in Recognised Byzantine Greek ACL 2024 Characterizing Information Seeking Events in Health-Related Social Discourse AAAI 2024