Computation and Language

Authors and titles for cs.CL in Feb 2024

[1]  arXiv:2402.00075 [pdf, other]

Title: D-Nikud: Enhancing Hebrew Diacritization with LSTM and Pretrained Models

Authors: Adi Rosenthal, Nadav Shaked

Subjects: Computation and Language (cs.CL)

[2]  arXiv:2402.00123 [pdf, other]

Title: Comparing Template-based and Template-free Language Model Probing

Authors: Sagi Shaier, Kevin Bennett, Lawrence E Hunter, Katharina von der Wense

Comments: Accepted to EACL 2024

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

[3]  arXiv:2402.00143 [pdf, other]

Title: Making a Long Story Short in Conversation Modeling

Authors: Yufei Tao, Tiernan Mines, Ameeta Agrawal

Comments: This paper was accepted by TEICAI workshop at EACL 2024

Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)

[4]  arXiv:2402.00149 [pdf, other]

Title: The Impact of Language Adapters in Cross-Lingual Transfer for NLU

Authors: Jenny Kunz, Oskar Holmström

Subjects: Computation and Language (cs.CL)

[5]  arXiv:2402.00157 [pdf, other]

Title: Large Language Models for Mathematical Reasoning: Progresses and Challenges

Authors: Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin

Comments: EACL 2024 Student Research Workshop, 8 pages

Subjects: Computation and Language (cs.CL)

[6]  arXiv:2402.00159 [pdf, other]

Title: Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Authors: Luca Soldaini, Rodney Kinney, Akshita Bhagia, Dustin Schwenk, David Atkinson, Russell Authur, Ben Bogin, Khyathi Chandu, Jennifer Dumas, Yanai Elazar, Valentin Hofmann, Ananya Harsh Jha, Sachin Kumar, Li Lucy, Xinxi Lyu, Nathan Lambert, Ian Magnusson, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E. Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A. Smith, Hannaneh Hajishirzi, Iz Beltagy, Dirk Groeneveld, Jesse Dodge, Kyle Lo

Comments: Dataset available at: this https URL

Subjects: Computation and Language (cs.CL)

[7]  arXiv:2402.00160 [pdf, other]

Title: Emergency Department Decision Support using Clinical Pseudo-notes

Authors: Simon A. Lee, Sujay Jain, Alex Chen, Kyoka Ono, Jennifer Fang, Akos Rudas, Jeffrey N. Chiang

Subjects: Computation and Language (cs.CL)

[8]  arXiv:2402.00179 [pdf, other]

Title: De-identification is not always enough

Authors: Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang

Subjects: Computation and Language (cs.CL)

[9]  arXiv:2402.00235 [pdf, other]

Title: Exploring the limits of decoder-only models trained on public speech recognition corpora

Authors: Ankit Gupta, George Saon, Brian Kingsbury

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[10]  arXiv:2402.00263 [pdf, other]

Title: Does DetectGPT Fully Utilize Perturbation? Bridge Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better

Authors: Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen

Subjects: Computation and Language (cs.CL)

[11]  arXiv:2402.00271 [pdf, other]

Title: A Crucial Parameter for Rank-Frequency Relation in Natural Languages

Authors: Chenchen Ding

Subjects: Computation and Language (cs.CL)

[12]  arXiv:2402.00322 [pdf, other]

Title: Bias in Opinion Summarisation from Pre-training to Adaptation: A Case Study in Political Bias

Authors: Nannan Huang, Haytham Fayek, Xiuzhen Zhang

Comments: 15 pages, 1 figure, 6 tables, Accepted to EACL 2024

Subjects: Computation and Language (cs.CL)

[13]  arXiv:2402.00345 [pdf, other]

Title: IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators

Authors: Luyang Lin, Lingzhi Wang, Xiaoyan Zhao, Jing Li, Kam-Fai Wong

Subjects: Computation and Language (cs.CL)

[14]  arXiv:2402.00367 [pdf, other]

Title: Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration

Authors: Shangbin Feng, Weijia Shi, Yike Wang, Wenxuan Ding, Vidhisha Balachandran, Yulia Tsvetkov

Subjects: Computation and Language (cs.CL)

[15]  arXiv:2402.00371 [pdf, other]

Title: What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection

Authors: Shangbin Feng, Herun Wan, Ningnan Wang, Zhaoxuan Tan, Minnan Luo, Yulia Tsvetkov

Subjects: Computation and Language (cs.CL)

[16]  arXiv:2402.00385 [pdf, other]

Title: Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals

Authors: Christian Khairallah, Reham Marzouk, Salam Khalifa, Mayar Nassar, Nizar Habash

Comments: Findings of the Association for Computational Linguistics: EACL 2024

Subjects: Computation and Language (cs.CL)

[17]  arXiv:2402.00402 [pdf, other]

Title: Investigating Bias Representations in Llama 2 Chat via Activation Steering

Authors: Dawn Lu, Nina Rimsky

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

[18]  arXiv:2402.00412 [pdf, other]

Title: Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection

Authors: Xinlin Peng, Ying Zhou, Ben He, Le Sun, Yingfei Sun

Comments: Accepted by EMNLP 2023 Main conference, Oral Presentation

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

[19]  arXiv:2402.00414 [pdf, other]

Title: Prompt-Time Symbolic Knowledge Capture with Large Language Models

Authors: Tolga Çöplü, Arto Bendiken, Andrii Skomorokhov, Eduard Bateiko, Stephen Cobb, Joshua J. Bouw (Haltia, Inc.)

Comments: 8 pages, 5 figures, 1 table preprint. Under review

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

[20]  arXiv:2402.00421 [pdf, other]

Title: From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models

Authors: Jung-Mei Chu, Hao-Cheng Lo, Jieh Hsiang, Chun-Chieh Cho

Comments: 28 pages, 5 figures, typos corrected, references added, under review

Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[21]  arXiv:2402.00446 [pdf, other]

Title: Improving Dialog Safety using Socially Aware Contrastive Learning

Authors: Souvik Das, Rohini K. Srihari

Comments: SCI-CHAT@EACL2024

Subjects: Computation and Language (cs.CL)

[22]  arXiv:2402.00474 [pdf, other]

Title: SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models

Authors: Tianhan Xu, Zhe Hu, Ling Chen, Bin Li

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

[23]  arXiv:2402.00530 [pdf, other]

Title: Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning

Authors: Ming Li, Yong Zhang, Shwai He, Zhitao Li, Hongyu Zhao, Jianzong Wang, Ning Cheng, Tianyi Zhou

Subjects: Computation and Language (cs.CL)

[24]  arXiv:2402.00559 [pdf, other]

Title: A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains

Authors: Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva

Comments: Dataset at this https URL

Subjects: Computation and Language (cs.CL)

[25]  arXiv:2402.00620 [pdf, other]

Title: Actor Identification in Discourse: A Challenge for LLMs?

Authors: Ana Barić, Sean Papay, Sebastian Padó

Comments: Proceedings of the EACL 2024 workshop on Computational Models of Discourse (St. Julian's, Malta)

Subjects: Computation and Language (cs.CL)