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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

AudioGenX: Explainability on Text-to-Audio Generative Models AAAI 2025
Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025
Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025
Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent AAAI 2025
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling AAAI 2025
Learning from Mistakes: Self-correct Adversarial Training for Chinese Unnatural Text Correction AAAI 2025
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback AAAI 2025
BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection AAAI 2025
Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025
Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025
Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents AAAI 2025
“My life is miserable, have to sign 500 autographs everyday”: Exposing Humblebragging, the Brags in Disguise ACL 2025
Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025
FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ACL 2025
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025
Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025
Neural Morphological Tagging for Nguni Languages ACL 2025
Tore-Klose: Record Scorer, Goal Hunter, Machine? Human Association Norms for German Personal Name Compounds ACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
Reproducing the Argument Quality Prediction of Project Debater ACL 2025
Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025