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Computation and Language

Authors and titles for recent submissions

[ total of 307 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 301-307 ]
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Thu, 2 May 2024 (showing first 25 of 47 entries)

[1]  arXiv:2405.00664 [pdf, other]
Title: Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3
Authors: Junsang Yoon, Akshat Gupta, Gopala Anumanchipalli
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[2]  arXiv:2405.00659 [pdf, other]
Title: NLU-STR at SemEval-2024 Task 1: Generative-based Augmentation and Encoder-based Scoring for Semantic Textual Relatedness
Authors: Sanad Malaysha, Mustafa Jarrar, Mohammed Khalilia
Subjects: Computation and Language (cs.CL)
[3]  arXiv:2405.00657 [pdf, other]
Title: RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
Authors: Dongqi Pu, Vera Demberg
Comments: NAACL 2024 Main & Long Conference Paper (Oral Presentation)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[4]  arXiv:2405.00632 [pdf, other]
Title: When Quantization Affects Confidence of Large Language Models?
Authors: Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin
Comments: Accepted to NAACL 2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[5]  arXiv:2405.00622 [pdf, other]
Title: Causal Evaluation of Language Models
Authors: Sirui Chen, Bo Peng, Meiqi Chen, Ruiqi Wang, Mengying Xu, Xingyu Zeng, Rui Zhao, Shengjie Zhao, Yu Qiao, Chaochao Lu
Comments: 315 pages, 230 figures, 21 tables. Project website: this https URL
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[6]  arXiv:2405.00611 [pdf, other]
Title: Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling
Authors: Yida Mu, Peizhen Bai, Kalina Bontcheva, Xingyi Song
Subjects: Computation and Language (cs.CL)
[7]  arXiv:2405.00602 [pdf, other]
Title: Investigating Automatic Scoring and Feedback using Large Language Models
Authors: Gloria Ashiya Katuka, Alexander Gain, Yen-Yun Yu
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[8]  arXiv:2405.00588 [pdf, other]
Title: Are Models Biased on Text without Gender-related Language?
Authors: Catarina G Belém, Preethi Seshadri, Yasaman Razeghi, Sameer Singh
Comments: In International Conference on Learning Representations 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY); Machine Learning (cs.LG)
[9]  arXiv:2405.00578 [pdf, other]
Title: The Real, the Better: Aligning Large Language Models with Online Human Behaviors
Authors: Guanying Jiang, Lingyong Yan, Haibo Shi, Dawei Yin
Comments: 11 pages, 6 figures
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[10]  arXiv:2405.00557 [pdf, other]
Title: Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment
Authors: Zhili Liu, Yunhao Gou, Kai Chen, Lanqing Hong, Jiahui Gao, Fei Mi, Yu Zhang, Zhenguo Li, Xin Jiang, Qun Liu, James T. Kwok
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[11]  arXiv:2405.00543 [pdf, other]
Title: New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis
Authors: Quy Hoang Nguyen, Minh-Van Truong Nguyen, Kiet Van Nguyen
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[12]  arXiv:2405.00536 [pdf, other]
Title: A Legal Framework for Natural Language Processing Model Training in Portugal
Authors: Rúben Almeida, Evelin Amorim
Comments: LEGAL2024 Legal and Ethical Issues in Human Language Technologies, LREC 2024
Subjects: Computation and Language (cs.CL); Emerging Technologies (cs.ET)
[13]  arXiv:2405.00492 [pdf, other]
Title: Is Temperature the Creativity Parameter of Large Language Models?
Authors: Max Peeperkorn, Tom Kouwenhoven, Dan Brown, Anna Jordanous
Comments: To be published in the Proceedings of the 15th International Conference on Computational Creativity (ICCC'24), 8 pages, 2 figures, 2 tables
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[14]  arXiv:2405.00467 [pdf, other]
Title: Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing
Authors: KV Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar
Comments: Accepted to Workshop on Insights from Negative Results in NLP 2024 (co-located with NAACL 2024)
Subjects: Computation and Language (cs.CL)
[15]  arXiv:2405.00465 [pdf, other]
Title: BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine
Authors: Mingchen Li, Halil Kilicoglu, Hua Xu, Rui Zhang
Subjects: Computation and Language (cs.CL)
[16]  arXiv:2405.00402 [pdf, other]
Title: Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models
Authors: Leonardo Ranaldi, Andrè Freitas
Subjects: Computation and Language (cs.CL)
[17]  arXiv:2405.00390 [pdf, other]
Title: CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models
Authors: Hongzhan Lin, Zixin Chen, Ziyang Luo, Mingfei Cheng, Jing Ma, Guang Chen
Comments: 25 pages, 7 figures, and 18 tables
Subjects: Computation and Language (cs.CL)
[18]  arXiv:2405.00361 [pdf, other]
Title: AdaMoLE: Fine-Tuning Large Language Models with Adaptive Mixture of Low-Rank Adaptation Experts
Authors: Zefang Liu, Jiahua Luo
Subjects: Computation and Language (cs.CL)
[19]  arXiv:2405.00332 [pdf, other]
Title: A Careful Examination of Large Language Model Performance on Grade School Arithmetic
Authors: Hugh Zhang, Jeff Da, Dean Lee, Vaughn Robinson, Catherine Wu, Will Song, Tiffany Zhao, Pranav Raja, Dylan Slack, Qin Lyu, Sean Hendryx, Russell Kaplan, Michele (Mike) Lunati, Summer Yue
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[20]  arXiv:2405.00321 [pdf, other]
Title: DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training
Authors: Bhuvanesh Verma, Lisa Raithel
Subjects: Computation and Language (cs.CL)
[21]  arXiv:2405.00302 [pdf, other]
Title: Generating Feedback-Ladders for Logical Errors in Programming using Large Language Models
Authors: Hasnain Heickal, Andrew Lan
Subjects: Computation and Language (cs.CL)
[22]  arXiv:2405.00301 [pdf, other]
Title: LITO: Learnable Intervention for Truthfulness Optimization
Authors: Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang
Comments: 14 pages, 5 figures
Subjects: Computation and Language (cs.CL)
[23]  arXiv:2405.00291 [pdf, other]
Title: How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses
Authors: Jionghao Lin, Eason Chen, Zeifei Han, Ashish Gurung, Danielle R. Thomas, Wei Tan, Ngoc Dang Nguyen, Kenneth R. Koedinger
Comments: 11 pages, full research paper, EDM 2024
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[24]  arXiv:2405.00289 [pdf, other]
Title: Adversarial Attacks and Defense for Conversation Entailment Task
Authors: Zhenning Yang, Ryan Krawec, Liang-Yuan Wu
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[25]  arXiv:2405.00273 [pdf, other]
Title: Social Life Simulation for Non-Cognitive Skills Learning
Authors: Zihan Yan, Yaohong Xiang, Yun Huang
Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[ total of 307 entries: 1-25 | 26-50 | 51-75 | 76-100 | ... | 301-307 ]
[ showing 25 entries per page: fewer | more | all ]

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