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Natural Language Understanding

693 papers

Papers per year

76
94
'20
'25

Papers

ARGENT: Automatic Reference-free Evaluation for Open-Ended Text Generation without Source Inputs ACL 2025
ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025
ReproHum: #0744-02: Investigating the Reproducibility of Semantic Preservation Human Evaluations ACL 2025
Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate ACL 2025
TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification ACL 2025
Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection ACL 2025
Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models ACL 2025
Transfer of Structural Knowledge from Synthetic Languages ACL 2025
SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025
Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs EMNLP 2025
Explainability and Interpretability of Multilingual Large Language Models: A Survey EMNLP 2025
TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025
Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025
DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 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
Morpheme Induction for Emergent Language EMNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
Explaining Differences Between Model Pairs in Natural Language through Sample Learning EMNLP 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline EMNLP 2025
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025