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Responsible Task Automation: Empowering Large Language Models as Responsible Task Automators. (arXiv:2306.01242v2 [cs.AI] UPDATED) 

Plug-and-Play Knowledge Injection for Pre-trained Language Models. (arXiv:2305.17691v2 [cs.CL] UPDATED) 

Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection. (arXiv:2305.14735v3 [cs.CL] UPDATED) 

USB: A Unified Summarization Benchmark Across Tasks and Domains. (arXiv:2305.14296v2 [cs.CL] UPDATED) 

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources. (arXiv:2305.13269v3 [cs.CL] UPDATED) 

TaskWeb: Selecting Better Source Tasks for Multi-task NLP. (arXiv:2305.13256v2 [cs.CL] UPDATED) 

Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens. (arXiv:2305.11550v3 [cs.CL] UPDATED) 

Tree of Thoughts: Deliberate Problem Solving with Large Language Models. (arXiv:2305.10601v2 [cs.CL] UPDATED) 

HistAlign: Improving Context Dependency in Language Generation by Aligning with History. (arXiv:2305.04782v2 [cs.CL] UPDATED) 

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision. (arXiv:2305.03047v2 [cs.LG] UPDATED) 

Why Does ChatGPT Fall Short in Providing Truthful Answers?. (arXiv:2304.10513v3 [cs.CL] UPDATED) 

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data. (arXiv:2304.01196v4 [cs.CL] UPDATED) 

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face. (arXiv:2303.17580v4 [cs.CL] UPDATED) 

Stealing the Decoding Algorithms of Language Models. (arXiv:2303.04729v4 [cs.LG] UPDATED) 

Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing. (arXiv:2212.10789v2 [cs.LG] UPDATED) 

Improving the Robustness of Summarization Models by Detecting and Removing Input Noise. (arXiv:2212.09928v2 [cs.CL] UPDATED) 

Rethinking Label Smoothing on Multi-hop Question Answering. (arXiv:2212.09512v2 [cs.CL] UPDATED) 

Evaluating the Factual Consistency of Large Language Models Through News Summarization. (arXiv:2211.08412v2 [cs.CL] UPDATED) 

The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs. (arXiv:2210.14986v2 [cs.CL] UPDATED) 

Information Extraction in Low-Resource Scenarios: Survey and Perspective. (arXiv:2202.08063v5 [cs.CL] UPDATED) 

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