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Can AI Assistants Know What They Don't Know?. (arXiv:2401.13275v1 [cs.CL]) 

MF-AED-AEC: Speech Emotion Recognition by Leveraging Multimodal Fusion, ASR Error Detection, and ASR Error Correction. (arXiv:2401.13260v1 [cs.CL]) 

UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems. (arXiv:2401.13256v1 [cs.CL]) 

SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning. (arXiv:2401.13246v1 [cs.CL]) 

From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning. (arXiv:2401.13229v1 [cs.CL]) 

Scalable Link Prediction on Large-Scale Heterogeneous Graphs with Large Language Models. (arXiv:2401.13227v1 [cs.CL]) 

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data. (arXiv:2401.13223v1 [cs.CL]) 

ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Refinement. (arXiv:2401.13218v1 [cs.CL]) 

MLLMReID: Multimodal Large Language Model-based Person Re-identification. (arXiv:2401.13201v1 [cs.CV]) 

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents. (arXiv:2401.13178v1 [cs.CL]) 

CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering. (arXiv:2401.13170v1 [cs.CL]) 

Misgendering and Assuming Gender in Machine Translation when Working with Low-Resource Languages. (arXiv:2401.13165v1 [cs.CL]) 

SpacTor-T5: Pre-training T5 Models with Span Corruption and Replaced Token Detection. (arXiv:2401.13160v1 [cs.LG]) 

Locality enhanced dynamic biasing and sampling strategies for contextual ASR. (arXiv:2401.13146v1 [eess.AS]) 

The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts. (arXiv:2401.13136v1 [cs.CL]) 

Analyzing COVID-19 Vaccination Sentiments in Nigerian Cyberspace: Insights from a Manually Annotated Twitter Dataset. (arXiv:2401.13133v1 [cs.CL]) 

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. (arXiv:2401.13129v1 [cs.CL]) 

Towards Trustable Language Models: Investigating Information Quality of Large Language Models. (arXiv:2401.13086v1 [cs.CL]) 

IndiText Boost: Text Augmentation for Low Resource India Languages. (arXiv:2401.13085v1 [cs.CL]) 

TCE at Qur'an QA 2023 Shared Task: Low Resource Enhanced Transformer-based Ensemble Approach for Qur'anic QA. (arXiv:2401.13060v1 [cs.CL]) 

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