Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. (arXiv:2312.13671v1 [cs.CL])
Compositional Zero-Shot Learning for Attribute-Based Object Reference in Human-Robot Interaction. (arXiv:2312.13655v1 [cs.RO])
Structure-Aware Path Inference for Neural Finite State Transducers. (arXiv:2312.13614v1 [cs.LG])
Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation. (arXiv:2312.13608v1 [cs.CL])
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA. (arXiv:2312.13594v1 [cs.CL])
Speech Translation with Large Language Models: An Industrial Practice. (arXiv:2312.13585v1 [cs.CL])
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction. (arXiv:2312.13558v1 [cs.LG])
How to Prune Your Language Model: Recovering Accuracy on the "Sparsity May Cry'' Benchmark. (arXiv:2312.13547v1 [cs.CL])
Developing Interactive Tourism Planning: A Dialogue Robot System Powered by a Large Language Mode. (arXiv:2312.13545v1 [cs.CL])
Automated Clinical Coding for Outpatient Departments. (arXiv:2312.13533v1 [cs.CL])
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling. (arXiv:2312.13495v1 [cs.CL])
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks. (arXiv:2312.13437v1 [cs.LG])
VADIS -- a VAriable Detection, Interlinking and Summarization system. (arXiv:2312.13423v1 [cs.DL])
Time is Encoded in the Weights of Finetuned Language Models. (arXiv:2312.13401v1 [cs.CL])
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines. (arXiv:2312.13382v1 [cs.CL])
Compositional Generalization for Multi-label Text Classification: A Data-Augmentation Approach. (arXiv:2312.11276v2 [cs.CL] UPDATED)
"Paraphrasing The Original Text" Makes High Accuracy Long-Context QA. (arXiv:2312.11193v2 [cs.CL] UPDATED)
The Good, The Bad, and Why: Unveiling Emotions in Generative AI. (arXiv:2312.11111v2 [cs.AI] UPDATED)
Split and Rephrase with Large Language Models. (arXiv:2312.11075v2 [cs.CL] UPDATED)
Understanding the Instruction Mixture for Large Language Model Fine-tuning. (arXiv:2312.10793v2 [cs.CL] UPDATED)
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