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Computation and Language

Authors and titles for recent submissions

[ total of 433 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 426-433 ]
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Fri, 24 May 2024 (showing first 25 of 196 entries)

[1]  arXiv:2405.14863 [pdf, other]
Title: A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns
Authors: Asaf Yehudai, Taelin Karidi, Gabriel Stanovsky, Ariel Goldstein, Omri Abend
Comments: CogSci
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[2]  arXiv:2405.14862 [pdf, other]
Title: Bitune: Bidirectional Instruction-Tuning
Authors: Dawid J. Kopiczko, Tijmen Blankevoort, Yuki M. Asano
Subjects: Computation and Language (cs.CL)
[3]  arXiv:2405.14838 [pdf, other]
Title: From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Authors: Yuntian Deng, Yejin Choi, Stuart Shieber
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[4]  arXiv:2405.14831 [pdf, other]
Title: HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Authors: Bernal Jiménez Gutiérrez, Yiheng Shu, Yu Gu, Michihiro Yasunaga, Yu Su
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[5]  arXiv:2405.14808 [pdf, other]
Title: Implicit Personalization in Language Models: A Systematic Study
Authors: Zhijing Jin, Nils Heil, Jiarui Liu, Shehzaad Dhuliawala, Yahang Qi, Bernhard Schölkopf, Rada Mihalcea, Mrinmaya Sachan
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)
[6]  arXiv:2405.14804 [pdf, other]
Title: Can LLMs Solve longer Math Word Problems Better?
Authors: Xin Xu, Tong Xiao, Zitong Chao, Zhenya Huang, Can Yang, Yang Wang
Subjects: Computation and Language (cs.CL)
[7]  arXiv:2405.14782 [pdf, other]
Title: Lessons from the Trenches on Reproducible Evaluation of Language Models
Authors: Stella Biderman, Hailey Schoelkopf, Lintang Sutawika, Leo Gao, Jonathan Tow, Baber Abbasi, Alham Fikri Aji, Pawan Sasanka Ammanamanchi, Sidney Black, Jordan Clive, Anthony DiPofi, Julen Etxaniz, Benjamin Fattori, Jessica Zosa Forde, Charles Foster, Mimansa Jaiswal, Wilson Y. Lee, Haonan Li, Charles Lovering, Niklas Muennighoff, Ellie Pavlick, Jason Phang, Aviya Skowron, Samson Tan, Xiangru Tang, Kevin A. Wang, Genta Indra Winata, François Yvon, Andy Zou
Subjects: Computation and Language (cs.CL)
[8]  arXiv:2405.14779 [pdf, other]
Title: Smart Bilingual Focused Crawling of Parallel Documents
Authors: Cristian García-Romero, Miquel Esplà-Gomis, Felipe Sánchez-Martínez
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[9]  arXiv:2405.14768 [pdf, other]
Title: WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Authors: Peng Wang, Zexi Li, Ningyu Zhang, Ziwen Xu, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
Comments: Work in progress
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[10]  arXiv:2405.14766 [pdf, other]
Title: Evaluating Large Language Models for Public Health Classification and Extraction Tasks
Authors: Joshua Harris, Timothy Laurence, Leo Loman, Fan Grayson, Toby Nonnenmacher, Harry Long, Loes WalsGriffith, Amy Douglas, Holly Fountain, Stelios Georgiou, Jo Hardstaff, Kathryn Hopkins, Y-Ling Chi, Galena Kuyumdzhieva, Lesley Larkin, Samuel Collins, Hamish Mohammed, Thomas Finnie, Luke Hounsome, Steven Riley
Comments: 33 pages. Feedback and comments are highly appreciated
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[11]  arXiv:2405.14734 [pdf, other]
Title: SimPO: Simple Preference Optimization with a Reference-Free Reward
Authors: Yu Meng, Mengzhou Xia, Danqi Chen
Comments: Code: this https URL
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[12]  arXiv:2405.14722 [pdf, other]
Title: CAPE: Context-Adaptive Positional Encoding for Length Extrapolation
Authors: Chuanyang Zheng, Yihang Gao, Han Shi, Minbin Huang, Jingyao Li, Jing Xiong, Xiaozhe Ren, Michael Ng, Xin Jiang, Zhenguo Li, Yu Li
Comments: Technical Report
Subjects: Computation and Language (cs.CL)
[13]  arXiv:2405.14696 [pdf, other]
Title: A Declarative System for Optimizing AI Workloads
Authors: Chunwei Liu, Matthew Russo, Michael Cafarella, Lei Cao, Peter Baille Chen, Zui Chen, Michael Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
Comments: 28 pages, 10 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Databases (cs.DB)
[14]  arXiv:2405.14654 [pdf, other]
Title: Efficient Medical Question Answering with Knowledge-Augmented Question Generation
Authors: Julien Khlaut, Corentin Dancette, Elodie Ferreres, Alaedine Bennani, Paul Hérent, Pierre Manceron
Comments: Accepted at the Clinical Natural Language Processing Workshop, NAACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[15]  arXiv:2405.14646 [pdf, other]
Title: Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models
Authors: Yiming Chen, Chen Zhang, Danqing Luo, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li
Comments: ACL24 Finding
Subjects: Computation and Language (cs.CL)
[16]  arXiv:2405.14604 [pdf, other]
Title: A Watermark for Low-entropy and Unbiased Generation in Large Language Models
Authors: Minjia Mao, Dongjun Wei, Zeyu Chen, Xiao Fang, Michael Chau
Subjects: Computation and Language (cs.CL)
[17]  arXiv:2405.14601 [pdf, other]
Title: A FAIR and Free Prompt-based Research Assistant
Authors: Mahsa Shamsabadi, Jennifer D'Souza
Comments: 6 pages, 2 figures, accepted to the Demo track of NLDB 2024 (this https URL)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[18]  arXiv:2405.14594 [pdf, ps, other]
Title: Data Augmentation Techniques for Process Extraction from Scientific Publications
Authors: Yuni Susanti
Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)
[19]  arXiv:2405.14591 [pdf, other]
Title: Base of RoPE Bounds Context Length
Authors: Xin Men, Mingyu Xu, Bingning Wang, Qingyu Zhang, Hongyu Lin, Xianpei Han, Weipeng Chen
Comments: 17 pages
Subjects: Computation and Language (cs.CL)
[20]  arXiv:2405.14577 [pdf, other]
Title: Representation noising effectively prevents harmful fine-tuning on LLMs
Authors: Domenic Rosati, Jan Wehner, Kai Williams, Łukasz Bartoszcze, David Atanasov, Robie Gonzales, Subhabrata Majumdar, Carsten Maple, Hassan Sajjad, Frank Rudzicz
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[21]  arXiv:2405.14555 [pdf, other]
Title: Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models
Authors: Abhishek Kumar, Sarfaroz Yunusov, Ali Emami
Comments: 9 pages (excluding references), accepted to ACL 2024 Main Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG)
[22]  arXiv:2405.14535 [pdf, other]
Title: Exploring Alignment in Shared Cross-lingual Spaces
Authors: Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali
Comments: ACL 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[23]  arXiv:2405.14507 [pdf, other]
Title: Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
Authors: Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[24]  arXiv:2405.14505 [pdf, other]
Title: Explainable automatic industrial carbon footprint estimation from bank transaction classification using natural language processing
Authors: Jaime González-González, Silvia García-Méndez, Francisco de Arriba-Pérez, Francisco J. González-Castaño, Óscar Barba-Seara
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Machine Learning (cs.LG)
[25]  arXiv:2405.14490 [pdf, ps, other]
Title: Impact of Non-Standard Unicode Characters on Security and Comprehension in Large Language Models
Authors: Johan S Daniel, Anand Pal
Comments: 46 pages
Subjects: Computation and Language (cs.CL)
[ total of 433 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 426-433 ]
[ showing 25 entries per page: fewer | more | all ]

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