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Contrastive Learning for Inference in Dialogue. (arXiv:2310.12467v1 [cs.CL]) 

Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights. (arXiv:2310.12462v1 [cs.LG]) 

Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models. (arXiv:2310.12454v1 [cs.CL]) 

A Read-and-Select Framework for Zero-shot Entity Linking. (arXiv:2310.12450v1 [cs.CL]) 

Revisiting Sparse Retrieval for Few-shot Entity Linking. (arXiv:2310.12444v1 [cs.CL]) 

Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher. (arXiv:2310.12443v1 [cs.IR]) 

Efficient Long-Range Transformers: You Need to Attend More, but Not Necessarily at Every Layer. (arXiv:2310.12442v1 [cs.CL]) 

PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models. (arXiv:2310.12439v1 [cs.CL]) 

DocXChain: A Powerful Open-Source Toolchain for Document Parsing and Beyond. (arXiv:2310.12430v1 [cs.CV]) 

MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models. (arXiv:2310.12426v1 [cs.CL]) 

The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. (arXiv:2310.12418v1 [cs.CL]) 

FinEntity: Entity-level Sentiment Classification for Financial Texts. (arXiv:2310.12406v1 [cs.CL]) 

Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing. (arXiv:2310.12404v1 [cs.SD]) 

Solving Hard Analogy Questions with Relation Embedding Chains. (arXiv:2310.12379v1 [cs.CL]) 

REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models. (arXiv:2310.12362v1 [cs.CR]) 

GRI: Graph-based Relative Isomorphism of Word Embedding Spaces. (arXiv:2310.12360v1 [cs.CL]) 

knn-seq: Efficient, Extensible kNN-MT Framework. (arXiv:2310.12352v1 [cs.CL]) 

LACMA: Language-Aligning Contrastive Learning with Meta-Actions for Embodied Instruction Following. (arXiv:2310.12344v1 [cs.CL]) 

Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking. (arXiv:2310.12342v1 [cs.CL]) 

A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4. (arXiv:2310.12321v1 [cs.CL]) 

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