Computation and Language

Authors and titles for December 2023

[1] arXiv:2312.00100 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines Show Chinese title

Title: 引入修辞平行结构检测：一个包含数据集、度量标准和基线的新任务

Stephen Bothwell, Justin DeBenedetto, Theresa Crnkovich, Hildegund Müller, David Chiang

Comments: 32 pages, 16 figures, 18 tables. Accepted at EMNLP 2023

Subjects: Computation and Language (cs.CL)

[2] arXiv:2312.00168 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Navigating News Narratives: A Media Bias Analysis Dataset Show Chinese title

Title: 导航新闻叙述：一种媒体偏见分析数据集

Shaina Raza

Subjects: Computation and Language (cs.CL)

[3] arXiv:2312.00214 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Relevance-guided Neural Machine Translation Show Chinese title

Title: 相关性引导的神经机器翻译

Isidora Chara Tourni, Derry Wijaya

Subjects: Computation and Language (cs.CL)

[4] arXiv:2312.00292 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: SEPSIS: I Can Catch Your Lies -- A New Paradigm for Deception Detection Show Chinese title

Title: 败血症：我能抓住你的谎言——一种新的欺骗检测范式

Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit Sheth, Amitava Das

Comments: ACL SRW 2025

Subjects: Computation and Language (cs.CL)

[5] arXiv:2312.00293 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: PsyAttention: Psychological Attention Model for Personality Detection Show Chinese title

Title: PsyAttention：用于个性检测的心理注意力模型

Baohua Zhang, Yongyi Huang, Wenyao Cui, Huaping Zhang, Jianyun Shang

Subjects: Computation and Language (cs.CL)

[6] arXiv:2312.00349 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP Show Chinese title

Title: 可扩展的数据驱动理论的案例：自然语言处理科学进步的范式

Julian Michael

Comments: 13 pages, 3 figures, 2 tables. Presented at The Big Picture Workshop at EMNLP 2023

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

[7] arXiv:2312.00353 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs Show Chinese title

Title: 关于利用知识图谱探索大型语言模型的推理能力

Pei-Chi Lo, Yi-Hang Tsai, Ee-Peng Lim, San-Yih Hwang

Comments: Presented at the Generative-IR Workshop during SIGIR 2023. https://coda.io/@sigir/gen-ir

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

[8] arXiv:2312.00407 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: CoLLiE: Collaborative Training of Large Language Models in an Efficient Way Show Chinese title

Title: CoLLiE：以高效方式对大型语言模型进行协作训练

Kai Lv, Shuo Zhang, Tianle Gu, Shuhao Xing, Jiawei Hong, Keyu Chen, Xiaoran Liu, Yuqing Yang, Honglin Guo, Tengxiao Liu, Yu Sun, Qipeng Guo, Hang Yan, Xipeng Qiu

Comments: To appear at EMNLP 2023 Demo; Code is available at https://github.com/OpenLMLab/collie

Subjects: Computation and Language (cs.CL)

[9] arXiv:2312.00480 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Japanese Tort-case Dataset for Rationale-supported Legal Judgment Prediction Show Chinese title

Title: 日本侵权案件数据集用于支持论据的法律判决预测

Hiroaki Yamada, Takenobu Tokunaga, Ryutaro Ohara, Akira Tokutsu, Keisuke Takeshita, Mihoko Sumida

Comments: 14 pages, 5 figures. This is the final preprint version. Accepted and published at Artificial Intelligence and Law (2024)

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

[10] arXiv:2312.00513 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Summarization-based Data Augmentation for Document Classification Show Chinese title

Title: 基于摘要的数据增强用于文档分类

Yueguan Wang, Naoki Yoshinaga

Comments: The 4th New Frontiers in Summarization (with LLMs) Workshop

Subjects: Computation and Language (cs.CL)

[11] arXiv:2312.00525 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: SurreyAI 2023 Submission for the Quality Estimation Shared Task Show Chinese title

Title: 萨里AI 2023 年质量评估共享任务提交

Archchana Sindhujan, Diptesh Kanojia, Constantin Orasan, Tharindu Ranasinghe

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

[12] arXiv:2312.00536 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Trained MT Metrics Learn to Cope with Machine-translated References Show Chinese title

Title: 训练的机器翻译评估指标学会应对机器翻译的参考文本

Jannis Vamvas, Tobias Domhan, Sony Trenous, Rico Sennrich, Eva Hasler

Comments: WMT 2023

Subjects: Computation and Language (cs.CL)

[13] arXiv:2312.00552 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Improving Unsupervised Relation Extraction by Augmenting Diverse Sentence Pairs Show Chinese title

Title: 通过增强多样句对改进无监督关系抽取

Qing Wang, Kang Zhou, Qiao Qiao, Yuepei Li, Qi Li

Comments: Accepted by EMNLP 2023 Main Conference

Subjects: Computation and Language (cs.CL)

[14] arXiv:2312.00554 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models? Show Chinese title

Title: 质疑案例判断摘要中的偏见：法律数据集还是大型语言模型？

Aniket Deroy, Subhankar Maity

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

[15] arXiv:2312.00567 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Explanatory Argument Extraction of Correct Answers in Resident Medical Exams Show Chinese title

Title: 正确答案的解释性论点提取在住院医师医学考试中

Iakes Goenaga, Aitziber Atutxa, Koldo Gojenola, Maite Oronoz, Rodrigo Agerri

Subjects: Computation and Language (cs.CL)

[16] arXiv:2312.00575 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Instruction-tuning Aligns LLMs to the Human Brain Show Chinese title

Title: 指令微调将大语言模型与人脑对齐

Khai Loong Aw, Syrielle Montariol, Badr AlKhamissi, Martin Schrimpf, Antoine Bosselut

Comments: COLM 2024

Subjects: Computation and Language (cs.CL)

[17] arXiv:2312.00584 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: The Ethics of Automating Legal Actors Show Chinese title

Title: 自动化法律行为者的伦理学

Josef Valvoda, Alec Thompson, Ryan Cotterell, Simone Teufel

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

[18] arXiv:2312.00678 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: The Efficiency Spectrum of Large Language Models: An Algorithmic Survey Show Chinese title

Title: 大型语言模型的效率谱：一种算法综述

Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang

Subjects: Computation and Language (cs.CL)

[19] arXiv:2312.00680 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Contextualized word senses: from attention to compositionality Show Chinese title

Title: 上下文词义：从注意力到组合性

Pablo Gamallo

Journal-ref: Linguistics Vanguard, 2023

Subjects: Computation and Language (cs.CL)

[20] arXiv:2312.00688 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Towards Transparency in Coreference Resolution: A Quantum-Inspired Approach Show Chinese title

Title: 迈向共指消解的透明性：一种量子启发的方法

Hadi Wazni, Mehrnoosh Sadrzadeh

Comments: CRAC 2023, the Sixth Workshop on Computational Models of Reference, Anaphora and Coreference, EMNLP 2023

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG) ; Logic in Computer Science (cs.LO)

[21] arXiv:2312.00738 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: SeaLLMs -- Large Language Models for Southeast Asia Show Chinese title

Title: SeaLLMs -- 面向东南亚的大语言模型

Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Zhiqiang Hu, Chenhui Shen, Yew Ken Chia, Xingxuan Li, Jianyu Wang, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing

Comments: Technical report, ACL 2024 DEMO TRACK

Subjects: Computation and Language (cs.CL)

[22] arXiv:2312.00751 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals Show Chinese title

Title: 通过正则化非局部泛函减轻Transformer的过平滑问题

Tam Nguyen, Tan M. Nguyen, Richard G. Baraniuk

Comments: 24 papes

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

[23] arXiv:2312.00774 (cross-list from cs.CL) [cn-pdf, pdf, html, other]

Title: Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent Show Chinese title

Title: 通过归一化上下文潜在交互进行上下文检索的对话代理

Junfeng Liu, Zhuocheng Mei, Kewen Peng, Ranga Raju Vatsavai

Comments: 2023 IEEE International Conference on Data Mining Workshops (ICDMW)

Journal-ref: 2023 IEEE International Conference on Data Mining Workshops (ICDMW)

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

[24] arXiv:2312.00804 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Automatic detection of problem-gambling signs from online texts using large language models Show Chinese title

Title: 使用大型语言模型从在线文本中自动检测赌博问题迹象

Elke Smith, Nils Reiter, Jan Peters

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

[25] arXiv:2312.00805 (cross-list from cs.CL) [cn-pdf, pdf, other]

Title: Gender inference: can chatGPT outperform common commercial tools? Show Chinese title

Title: 性别推断：chatGPT能否超越常见的商业工具？

Michelle Alexopoulos, Kelly Lyons, Kaushar Mahetaji, Marcus Emmanuel Barnes, Rogan Gutwillinger

Comments: 14 pages, 8 tables

Journal-ref: Proceedings of CASCON 2023, ACM, New York, NY, USA, 161-166

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