Understanding
6,547 papers (37 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
3
1
5
1
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3
5
5
7
4
5
5
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4
86
357
453
573
744
736
873
834
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234
2000
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Papers (including subtopics)
On Crowdsourcing Task Design for Discourse Relation Annotation
COLING 2025
On Integrating LLMs Into an Argument Annotation Workflow
ACL 2025
On Reference (In-)Determinacy in Natural Language Inference
NAACL 2025
On the Role of Context for Discourse Relation Classification in Scientific Writing
EMNLP 2025
On the Role of Semantic Proto-roles in Semantic Analysis: What do LLMs know about agency?
ACL 2025
On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts
EMNLP 2025
On the Transferability of Causal Knowledge for Language Models
NAACL 2025
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
NAACL 2025
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages
EMNLP 2025
Open-World Authorship Attribution
ACL 2025
“Otherwise” in Context: Exploring Discourse Functions with Language Models
EMNLP 2025
Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models
ACL 2025
Overview of EvaHan2025: The First International Evaluation on Ancient Chinese Named Entity Recognition
NAACL 2025
PAM: Paraphrase AMR-Centric Evaluation Metric
ACL 2025
Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages
EMNLP 2025
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement
ACL 2025
People will agree what I think: Investigating LLM’s False Consensus Effect
NAACL 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity
ACL 2025
Perspective Transition of Large Language Models for Solving Subjective Tasks
ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark
ACL 2025
PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities
EMNLP 2025
Physics of Language Models: Part 3.2, Knowledge Manipulation
ICLR 2025
PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection
NAACL 2025
PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues
EMNLP 2025
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
EMNLP 2025