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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

A Closer Look at Multidimensional Online Political Incivility EMNLP 2024
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents EMNLP 2024
Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training EMNLP 2024
Revisiting Automated Evaluation for Long-form Table Question Answering EMNLP 2024
Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis EMNLP 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation EMNLP 2024
M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought EMNLP 2024
Major Entity Identification: A Generalizable Alternative to Coreference Resolution EMNLP 2024
DECOR: Improving Coherence in L2 English Writing with a Novel Benchmark for Incoherence Detection, Reasoning, and Rewriting EMNLP 2024
“A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP 2024
The effects of distance on NPI illusive effects in BERT EMNLP 2024
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood EMNLP 2024
Story Morals: Surfacing value-driven narrative schemas using large language models EMNLP 2024
Can Active Label Correction Improve LLM-based Modular AI Systems? EMNLP 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024
Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation EMNLP 2024
An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024
Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024
Related Work and Citation Text Generation: A Survey EMNLP 2024
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024
Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers EMNLP 2024
PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling EMNLP 2024
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024