Computation and Language

Authors and titles for cs.CL in Mar 2024, skipping first 50

[51]  arXiv:2403.00812 [pdf, other]

Title: LoRA Meets Dropout under a Unified Framework

Authors: Sheng Wang, Liheng Chen, Jiyue Jiang, Boyang Xue, Lingpeng Kong, Chuan Wu

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[52]  arXiv:2403.00813 [pdf, other]

Title: UrbanGPT: Spatio-Temporal Large Language Models

Authors: Zhonghang Li, Lianghao Xia, Jiabin Tang, Yong Xu, Lei Shi, Long Xia, Dawei Yin, Chao Huang

Comments: 11 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY)

[53]  arXiv:2403.00815 [pdf, other]

Title: RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

Authors: Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Information Retrieval (cs.IR); Other Quantitative Biology (q-bio.OT)

[54]  arXiv:2403.00818 [pdf, other]

Title: DenseMamba: State Space Models with Dense Hidden Connection for Efficient Large Language Models

Authors: Wei He, Kai Han, Yehui Tang, Chengcheng Wang, Yujie Yang, Tianyu Guo, Yunhe Wang

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[55]  arXiv:2403.00821 [pdf, other]

Title: Social Media as a Sensor: Analyzing Twitter Data for Breast Cancer Medication Effects Using Natural Language Processing

Authors: Seibi Kobara, Alireza Rafiei, Masoud Nateghi, Selen Bozkurt, Rishikesan Kamaleswaran, Abeed Sarker

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

[56]  arXiv:2403.00824 [pdf, other]

Title: Information Flow Routes: Automatically Interpreting Language Models at Scale

Authors: Javier Ferrando, Elena Voita

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[57]  arXiv:2403.00825 [pdf, ps, other]

Title: Comparing effectiveness of regularization methods on text classification: Simple and complex model in data shortage situation

Authors: Jongga Lee, Jaeseung Yim, Seohee Park, Changwon Lim

Comments: 13 pages, 2 figures

Subjects: Computation and Language (cs.CL)

[58]  arXiv:2403.00826 [pdf, other]

Title: LLMGuard: Guarding Against Unsafe LLM Behavior

Authors: Shubh Goyal, Medha Hira, Shubham Mishra, Sukriti Goyal, Arnav Goel, Niharika Dadu, Kirushikesh DB, Sameep Mehta, Nishtha Madaan

Comments: accepted in demonstration track of AAAI-24

Subjects: Computation and Language (cs.CL); Cryptography and Security (cs.CR); Machine Learning (cs.LG)

[59]  arXiv:2403.00827 [pdf, other]

Title: Self-Refinement of Language Models from External Proxy Metrics Feedback

Authors: Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[60]  arXiv:2403.00828 [pdf, other]

Title: Deep Learning Detection Method for Large Language Models-Generated Scientific Content

Authors: Bushra Alhijawi, Rawan Jarrar, Aseel AbuAlRub, Arwa Bader

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[61]  arXiv:2403.00835 [pdf, other]

Title: CLLMs: Consistency Large Language Models

Authors: Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[62]  arXiv:2403.00840 [pdf, ps, other]

Title: EyeGPT: Ophthalmic Assistant with Large Language Models

Authors: Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Le Gao, Mingpu Xu, Yue Wu, Yinwen Li, Danli Shi, Mingguang He

Comments: 47 pages, 4 figures, 1 table, 2 supplementary figures and 9 supplementary tables

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[63]  arXiv:2403.00862 [pdf, other]

Title: NewsBench: Systematic Evaluation of LLMs for Writing Proficiency and Safety Adherence in Chinese Journalistic Editorial Applications

Authors: Miao Li, Ming-Bin Chen, Bo Tang, Shengbin Hou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Peng Cheng, Yi Luo

Comments: 27 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[64]  arXiv:2403.00868 [pdf, other]

Title: SoftTiger: A Clinical Foundation Model for Healthcare Workflows

Authors: Ye Chen, Igor Couto, Wei Cai, Cong Fu, Bruno Dorneles

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[65]  arXiv:2403.00876 [pdf, other]

Title: Word Order and World Knowledge

Authors: Qinghua Zhao, Vinit Ravishankar, Nicolas Garneau, Anders Søgaard

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[66]  arXiv:2403.00888 [pdf, other]

Title: Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification

Authors: Yuan Wu

Comments: 16 pages

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[67]  arXiv:2403.00896 [pdf, other]

Title: DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models

Authors: Kedi Chen, Qin Chen, Jie Zhou, Yishen He, Liang He

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[68]  arXiv:2403.00952 [pdf, other]

Title: MediSwift: Efficient Sparse Pre-trained Biomedical Language Models

Authors: Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Kevin Leong, Joel Hestness, Sean Lie

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[69]  arXiv:2403.00953 [pdf, ps, other]

Title: AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models

Authors: Lang Cao, Jimeng Sun, Adam Cross

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[70]  arXiv:2403.00964 [pdf, other]

Title: MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection

Authors: Federico Borra, Claudio Savelli, Giacomo Rosso, Alkis Koudounas, Flavio Giobergia

Comments: Under revision at SemEval 2024

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[71]  arXiv:2403.00982 [pdf, other]

Title: LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems

Authors: Xiao Yu, Yunan Lu, Zhou Yu

Subjects: Computation and Language (cs.CL)

[72]  arXiv:2403.00986 [pdf, other]

Title: Merging Text Transformer Models from Different Initializations

Authors: Neha Verma, Maha Elbayad

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[73]  arXiv:2403.00990 [pdf, other]

Title: Formulation Comparison for Timeline Construction using LLMs

Authors: Kimihiro Hasegawa, Nikhil Kandukuri, Susan Holm, Yukari Yamakawa, Teruko Mitamura

Subjects: Computation and Language (cs.CL)

[74]  arXiv:2403.00998 [pdf, other]

Title: Predictions from language models for multiple-choice tasks are not robust under variation of scoring methods

Authors: Polina Tsvilodub, Hening Wang, Sharon Grosch, Michael Franke

Comments: 8 pages, 3 figures

Subjects: Computation and Language (cs.CL)

[75]  arXiv:2403.01002 [pdf, other]

Title: Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries

Authors: Zelalem Gero, Chandan Singh, Yiqing Xie, Sheng Zhang, Tristan Naumann, Jianfeng Gao, Hoifung Poon

Comments: 4 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)