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Few-shot In-context Learning for Knowledge Base Question Answering. (arXiv:2305.01750v1 [cs.CL]) 

DiffuSum: Generation Enhanced Extractive Summarization with Diffusion. (arXiv:2305.01735v1 [cs.CL]) 

Stance Detection With Supervised, Zero-Shot, and Few-Shot Applications. (arXiv:2305.01723v1 [cs.CL]) 

Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks. (arXiv:2305.01713v1 [cs.CL]) 

Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner. (arXiv:2305.01711v1 [cs.CL]) 

Stars Are All You Need: A Distantly Supervised Pyramid Network for Document-Level End-to-End Sentiment Analysis. (arXiv:2305.01710v1 [cs.CL]) 

Decomposition Enhances Reasoning via Self-Evaluation Guided Decoding. (arXiv:2305.00633v2 [cs.CL] UPDATED) 

Still no evidence for an effect of the proportion of non-native speakers on language complexity -- A response to Kauhanen, Einhaus & Walkden (2023). (arXiv:2305.00217v2 [cs.CL] UPDATED) 

Towards autonomous system: flexible modular production system enhanced with large language model agents. (arXiv:2304.14721v3 [cs.RO] UPDATED) 

Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports. (arXiv:2304.13180v2 [cs.CL] UPDATED) 

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. (arXiv:2304.04675v2 [cs.CL] UPDATED) 

Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark. (arXiv:2304.03279v2 [cs.LG] UPDATED) 

Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning. (arXiv:2303.10475v4 [cs.CL] UPDATED) 

AUTODIAL: Efficient Asynchronous Task-Oriented Dialogue Model. (arXiv:2303.06245v2 [cs.CL] UPDATED) 

Language Model Analysis for Ontology Subsumption Inference. (arXiv:2302.06761v2 [cs.CL] UPDATED) 

CoRRPUS: Codex-Leveraged Structured Representations for Neurosymbolic Story Understanding. (arXiv:2212.10754v2 [cs.CL] UPDATED) 

Frustratingly Easy Label Projection for Cross-lingual Transfer. (arXiv:2211.15613v3 [cs.CL] UPDATED) 

Characterizing Verbatim Short-Term Memory in Neural Language Models. (arXiv:2210.13569v2 [cs.CL] UPDATED) 

Benchmarking Long-tail Generalization with Likelihood Splits. (arXiv:2210.06799v2 [cs.CL] UPDATED) 

Generating Executable Action Plans with Environmentally-Aware Language Models. (arXiv:2210.04964v2 [cs.RO] UPDATED) 

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