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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025
CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025
BERT-like Models for Slavic Morpheme Segmentation ACL 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025
Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning AAAI 2025
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025
Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025
Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing AAAI 2025
Can Large Language Models Understand Internet Buzzwords Through User-Generated Content 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
RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025
Language Models are Crossword Solvers NAACL 2025
Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025
On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models 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
CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025
SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations ACL 2025
Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025
Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral ACL 2025
RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ACL 2025
C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ACL 2025