Computation and Language

Authors and titles for cs.CL in Jun 2023

[1]  arXiv:2306.00005 [pdf, other]

Title: A Two-Stage Decoder for Efficient ICD Coding

Authors: Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler

Comments: Accepted to ACL'23

Subjects: Computation and Language (cs.CL)

[2]  arXiv:2306.00007 [pdf, other]

Title: Datasets for Portuguese Legal Semantic Textual Similarity: Comparing weak supervision and an annotation process approaches

Authors: Daniel da Silva Junior, Paulo Roberto dos S. Corval, Aline Paes, Daniel de Oliveira

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

[3]  arXiv:2306.00013 [pdf, other]

Title: Machine Learning Approach for Cancer Entities Association and Classification

Authors: G. Jeyakodi, Arkadeep Pal, Debapratim Gupta, K. Sarukeswari, V. Amouda

Comments: This paper got accepted for paper presentation at the International Conference on Knowledge Discoveries on Statistical Innovations and Recent Advances in Optimization (ICON-KSRAO) on 29th and 30th December 2022

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

[4]  arXiv:2306.00014 [pdf, other]

Title: PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models

Authors: Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang, Wei Wu, Yunsen Xian, Dongyan Zhao, Rui Yan

Comments: Findings of ACL2023

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

[5]  arXiv:2306.00017 [pdf, ps, other]

Title: Towards Explainable and Language-Agnostic LLMs: Symbolic Reverse Engineering of Language at Scale

Authors: Walid S. Saba

Comments: Draft, preprint

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

[6]  arXiv:2306.00018 [pdf, ps, other]

Title: Utilization of Multinomial Naive Bayes Algorithm and Term Frequency Inverse Document Frequency (TF-IDF Vectorizer) in Checking the Credibility of News Tweet in the Philippines

Authors: Neil Christian R. Riego, Danny Bell Villarba

Subjects: Computation and Language (cs.CL)

[7]  arXiv:2306.00020 [pdf, other]

Title: GPT4GEO: How a Language Model Sees the World's Geography

Authors: Jonathan Roberts, Timo Lüddecke, Sowmen Das, Kai Han, Samuel Albanie

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

[8]  arXiv:2306.00021 [pdf, ps, other]

Title: Explaining Hate Speech Classification with Model Agnostic Methods

Authors: Durgesh Nandini, Ute Schmid

Comments: 15 pages Accepted paper from Text Mining Workshop at KI 2022

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Social and Information Networks (cs.SI)

[9]  arXiv:2306.00024 [pdf, other]

Title: Self-Verification Improves Few-Shot Clinical Information Extraction

Authors: Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon

Journal-ref: IMLH 2023

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

[10]  arXiv:2306.00100 [pdf, ps, other]

Title: MetaXLR -- Mixed Language Meta Representation Transformation for Low-resource Cross-lingual Learning based on Multi-Armed Bandit

Authors: Liat Bezalel, Eyal Orgad

Subjects: Computation and Language (cs.CL)