Computation and Language

Authors and titles for cs.CL in Jul 2023, skipping first 25

[26]  arXiv:2307.00470 [pdf, ps, other]

Title: PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation

Authors: Le Xiao, Xin Shan

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

[27]  arXiv:2307.00509 [pdf, other]

Title: HeGeL: A Novel Dataset for Geo-Location from Hebrew Text

Authors: Tzuf Paz-Argaman, Tal Bauman, Itai Mondshine, Itzhak Omer, Sagi Dalyot, Reut Tsarfaty

Comments: Accepted for ACL findings 2023

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

[28]  arXiv:2307.00524 [pdf, other]

Title: Large Language Models Enable Few-Shot Clustering

Authors: Vijay Viswanathan, Kiril Gashteovski, Carolin Lawrence, Tongshuang Wu, Graham Neubig

Subjects: Computation and Language (cs.CL)

[29]  arXiv:2307.00526 [pdf, other]

Title: TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the Tensor-Train Decomposition

Authors: Mingxue Xu, Yao Lei Xu, Danilo P. Mandic

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Numerical Analysis (math.NA)

[30]  arXiv:2307.00569 [pdf, other]

Title: SSP: Self-Supervised Post-training for Conversational Search

Authors: Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen, Rui Yan

Comments: Accepted by ACL 2023 Findings, Long Paper

Subjects: Computation and Language (cs.CL)

[31]  arXiv:2307.00759 [pdf, other]

Title: Multilingual Contextual Adapters To Improve Custom Word Recognition In Low-resource Languages

Authors: Devang Kulshreshtha, Saket Dingliwal, Brady Houston, Sravan Bodapati

Comments: Published at INTERSPEECH 2023

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

[32]  arXiv:2307.00769 [pdf, other]

Title: CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction

Authors: Xiang Wei, Yufeng Chen, Ning Cheng, Xingyu Cui, Jinan Xu, Wenjuan Han

Subjects: Computation and Language (cs.CL)

[33]  arXiv:2307.00782 [pdf, other]

Title: ContextSpeech: Expressive and Efficient Text-to-Speech for Paragraph Reading

Authors: Yujia Xiao, Shaofei Zhang, Xi Wang, Xu Tan, Lei He, Sheng Zhao, Frank K. Soong, Tan Lee

Comments: 5 pages, 4 figures, Proceedings of Interspeech 2023

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[34]  arXiv:2307.00787 [pdf, ps, other]

Title: Evaluating Shutdown Avoidance of Language Models in Textual Scenarios

Authors: Teun van der Weij, Simon Lermen, Leon lang

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

[35]  arXiv:2307.00852 [pdf, other]

Title: VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder

Authors: Yueen Ma, Dafeng Chi, Jingjing Li, Kai Song, Yuzheng Zhuang, Irwin King

Subjects: Computation and Language (cs.CL)

[36]  arXiv:2307.00866 [pdf, other]

Title: Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting

Authors: Shuzheng Si, Shuang Zeng, Baobao Chang

Comments: NAACL 2022

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

[37]  arXiv:2307.00920 [pdf, other]

Title: Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews

Authors: Sergio Burdisso, Esaú Villatoro-Tello, Srikanth Madikeri, Petr Motlicek

Comments: Paper Accepted to Interspeech 2023

Journal-ref: Interspeech 2023

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

[38]  arXiv:2307.00925 [pdf, ps, other]

Title: Automatic Design of Semantic Similarity Ensembles Using Grammatical Evolution

Authors: Jorge Martinez-Gil

Comments: 30 pages

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

[39]  arXiv:2307.00933 [pdf, other]

Title: Data-Driven Information Extraction and Enrichment of Molecular Profiling Data for Cancer Cell Lines

Authors: Ellery Smith, Rahel Paloots, Dimitris Giagkos, Michael Baudis, Kurt Stockinger

Subjects: Computation and Language (cs.CL); Computational Engineering, Finance, and Science (cs.CE); Databases (cs.DB)

[40]  arXiv:2307.00963 [pdf, ps, other]

Title: Challenges in Domain-Specific Abstractive Summarization and How to Overcome them

Authors: Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes

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

[41]  arXiv:2307.00995 [pdf, other]

Title: Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning

Authors: Daeun Lee, Sejung Son, Hyolim Jeon, Seungbae Kim, Jinyoung Han

Comments: KDD 2023 accepted

Journal-ref: KDD 2023: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Subjects: Computation and Language (cs.CL)

[42]  arXiv:2307.01020 [pdf, other]

Title: Estimating Post-OCR Denoising Complexity on Numerical Texts

Authors: Arthur Hemmer, Jérôme Brachat, Mickaël Coustaty, Jean-Marc Ogier

Comments: Accepted for publication in the ACIIDS 2023 CCIS PROCEEDINGS

Subjects: Computation and Language (cs.CL)

[43]  arXiv:2307.01076 [pdf, other]

Title: Analyzing Multiple-Choice Reading and Listening Comprehension Tests

Authors: Vatsal Raina, Adian Liusie, Mark Gales

Comments: 5 pages, 3 figures, accepted at SLaTE-2023

Subjects: Computation and Language (cs.CL)

[44]  arXiv:2307.01128 [pdf, other]

Title: Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction

Authors: Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia

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

[45]  arXiv:2307.01137 [pdf, other]

Title: Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking

Authors: Qinyong Wang, Zhenxiang Gao, Rong Xu

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

[46]  arXiv:2307.01163 [pdf, other]

Title: Improving Language Plasticity via Pretraining with Active Forgetting

Authors: Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetxe

Comments: NeurIPS 2023 Final Version

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[47]  arXiv:2307.01189 [pdf, other]

Title: Trainable Transformer in Transformer

Authors: Abhishek Panigrahi, Sadhika Malladi, Mengzhou Xia, Sanjeev Arora

Comments: Code base: this https URL

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

[48]  arXiv:2307.01201 [pdf, other]

Title: Schema-learning and rebinding as mechanisms of in-context learning and emergence

Authors: Sivaramakrishnan Swaminathan, Antoine Dedieu, Rajkumar Vasudeva Raju, Murray Shanahan, Miguel Lazaro-Gredilla, Dileep George

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

[49]  arXiv:2307.01209 [pdf, other]

Title: Multi-Dialectal Representation Learning of Sinitic Phonology

Authors: Zhibai Jia

Comments: Accepted by ACL 2023 Student Research Workshop

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

[50]  arXiv:2307.01214 [pdf, other]

Title: Automatic Counterfactual Augmentation for Robust Text Classification Based on Word-Group Search

Authors: Rui Song, Fausto Giunchiglia, Yingji Li, Hao Xu

Comments: 13 pages, 7 figures

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