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Understanding

7,071 papers (37 classified directly here)

Subtopics

Semantic Analysis (2,986) Named Entity Recognition (2,041) Parsing (978) Syntax (773) Coreference Resolution (439) Part-of-Speech Tagging (291) Semantics (143) Morphology (110)

Papers per year

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Papers (including subtopics)

The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models EACL 2026
If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models EACL 2026
The Dog the Cat Chased Stumped the Model: Measuring When Language Models Abandon Structure for Shortcuts EACL 2026
Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction EACL 2026
SCoNE: a Self-Correcting and Noise-Augmented Method for Complex Biological and Chemical Named Entity Recognition EACL 2026
Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026
Computational Benchmarks for Egyptian Arabic Child Directed Speech EACL 2026
K-LegalDeID: A Benchmark Dataset and KLUEBERT-CRF for De-identification in Korean Court Judgments EACL 2026
Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026
PortOldBERT: Portuguese Historical Language Models EACL 2026
Knowledge Augmentation Enhances Token Classification for Recipe Understanding EACL 2026
Tug-of-war between idioms’ figurative and literal interpretations in LLMs EACL 2026
Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026
NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026
Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026
IDEAlign: Comparing Ideas of Large Language Models to Domain Experts EACL 2026
BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026
Word Surprisal Correlates with Sentential Contradiction in LLMs EACL 2026
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction EACL 2026
Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness EACL 2026
CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026
Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? EACL 2026
Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives EACL 2026
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language EACL 2026
Happiness is Sharing a Vocabulary: A Study of Transliteration Methods EACL 2026