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Improving Language Models Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary. (arXiv:2310.15541v1 [cs.CL]) 

SteloCoder: a Decoder-Only LLM for Multi-Language to Python Code Translation. (arXiv:2310.15539v1 [cs.CL]) 

MarkQA: A large scale KBQA dataset with numerical reasoning. (arXiv:2310.15517v1 [cs.CL]) 

Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation. (arXiv:2310.15515v1 [cs.CL]) 

A Joint Matrix Factorization Analysis of Multilingual Representations. (arXiv:2310.15513v1 [cs.CL]) 

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval. (arXiv:2310.15511v1 [cs.LG]) 

TRAMS: Training-free Memory Selection for Long-range Language Modeling. (arXiv:2310.15494v1 [cs.CL]) 

NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA. (arXiv:2310.15484v1 [cs.CL]) 

CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model. (arXiv:2310.15477v1 [cs.CL]) 

Continual Event Extraction with Semantic Confusion Rectification. (arXiv:2310.15470v1 [cs.CL]) 

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks. (arXiv:2310.15469v1 [cs.CR]) 

Interpreting Answers to Yes-No Questions in User-Generated Content. (arXiv:2310.15464v1 [cs.CL]) 

Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring. (arXiv:2310.15461v1 [cs.HC]) 

K-HATERS: A Hate Speech Detection Corpus in Korean with Target-Specific Ratings. (arXiv:2310.15439v1 [cs.CL]) 

What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations. (arXiv:2310.15431v1 [cs.CL]) 

Beyond Sentiment: Leveraging Topic Metrics for Political Stance Classification. (arXiv:2310.15429v1 [cs.CL]) 

The Mason-Alberta Phonetic Segmenter: A forced alignment system based on deep neural networks and interpolation. (arXiv:2310.15425v1 [eess.AS]) 

FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions. (arXiv:2310.15421v1 [cs.CL]) 

Let the Pretrained Language Models "Imagine" for Short Texts Topic Modeling. (arXiv:2310.15420v1 [cs.CL]) 

Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation. (arXiv:2310.15415v1 [cs.CL]) 

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