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Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning. (arXiv:2310.08923v1 [cs.CL]) 

Relation-aware Ensemble Learning for Knowledge Graph Embedding. (arXiv:2310.08917v1 [cs.LG]) 

Human-in-the-loop Machine Translation with Large Language Model. (arXiv:2310.08908v1 [cs.CL]) 

SeqXGPT: Sentence-Level AI-Generated Text Detection. (arXiv:2310.08903v1 [cs.CL]) 

Welfare Diplomacy: Benchmarking Language Model Cooperation. (arXiv:2310.08901v1 [cs.MA]) 

Exploration with Principles for Diverse AI Supervision. (arXiv:2310.08899v1 [cs.CL]) 

PerturbScore: Connecting Discrete and Continuous Perturbations in NLP. (arXiv:2310.08889v1 [cs.CL]) 

InstructTODS: Large Language Models for End-to-End Task-Oriented Dialogue Systems. (arXiv:2310.08885v1 [cs.CL]) 

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System. (arXiv:2310.08877v1 [cs.CL]) 

Guiding AMR Parsing with Reverse Graph Linearization. (arXiv:2310.08860v1 [cs.CL]) 

Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue. (arXiv:2310.08840v1 [cs.CL]) 

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. (arXiv:2310.08797v1 [cs.CL]) 

End-to-end Story Plot Generator. (arXiv:2310.08796v1 [cs.CL]) 

Mitigating Bias for Question Answering Models by Tracking Bias Influence. (arXiv:2310.08795v1 [cs.CL]) 

"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models. (arXiv:2310.08780v1 [cs.CL]) 

Calibrating Likelihoods towards Consistency in Summarization Models. (arXiv:2310.08764v1 [cs.CL]) 

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. (arXiv:2310.08753v1 [cs.SD]) 

Circuit Component Reuse Across Tasks in Transformer Language Models. (arXiv:2310.08744v1 [cs.CL]) 

A Zero-Shot Language Agent for Computer Control with Structured Reflection. (arXiv:2310.08740v1 [cs.CL]) 

Toward Joint Language Modeling for Speech Units and Text. (arXiv:2310.08715v1 [cs.CL]) 

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