← Applications
Natural Language Processing › Applications ›

Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025
RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025
MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025
It’s Not Bragging If You Can Back It Up: Can LLMs Understand Braggings? ACL 2025
TEACH: A Contrastive Knowledge Adaptive Distillation Framework for Classical Chinese Understanding ACL 2025
BERT-like Models for Slavic Morpheme Segmentation ACL 2025
Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning AAAI 2025
When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models ACL 2025
AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025
Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025
Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025
Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing AAAI 2025
Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral ACL 2025
CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025
Language Models are Crossword Solvers NAACL 2025
Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025
Commonsense Reasoning in Arab Culture ACL 2025
Uncertainty in Causality: A New Frontier ACL 2025
Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025
Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025