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])
Iterative Shallow Fusion of Backward Language Model for End-to-End Speech Recognition. (arXiv:2310.11010v1 [eess.AS] CROSS LISTED)
Machine Mindset: An MBTI Exploration of Large Language Models. (arXiv:2312.12999v2 [cs.CL] UPDATED)
Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors. (arXiv:2312.12918v2 [cs.CL] UPDATED)
Can Transformers Learn Sequential Function Classes In Context?. (arXiv:2312.12655v2 [cs.LG] UPDATED)
Towards Better Serialization of Tabular Data for Few-shot Classification with Large Language Models. (arXiv:2312.12464v2 [cs.LG] UPDATED)
Are you talking to ['xem'] or ['x', 'em']? On Tokenization and Addressing Misgendering in LLMs with Pronoun Tokenization Parity. (arXiv:2312.11779v2 [cs.CL] UPDATED)
A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. (arXiv:2312.11562v3 [cs.AI] UPDATED)
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