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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025
Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025
MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025
Language Models are Crossword Solvers NAACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025
Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles ACL 2025
Where Are We? Evaluating LLM Performance on African Languages ACL 2025
Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025
RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ACL 2025
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025
SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025
Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025
ACL 2025 Industry Track: Overview ACL 2025
Can Large Language Models Be Good Language Teachers? EMNLP 2025
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025
Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024
Characterizing Information Seeking Events in Health-Related Social Discourse AAAI 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024