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Computation and Language

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Total of 317 entries : 1-50 51-100 101-150 146-195 151-200 201-250 251-300 ... 301-317
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Mon, 25 Nov 2024 (continued, showing last 27 of 72 entries )

[146] arXiv:2411.14453 [pdf, html, other]
Title: Direct Speech-to-Speech Neural Machine Translation: A Survey
Mahendra Gupta, Maitreyee Dutta, Chandresh Kumar Maurya
Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)
[147] arXiv:2411.15122 (cross-list from cs.CV) [pdf, html, other]
Title: ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation
Xiaoman Zhang, Hong-Yu Zhou, Xiaoli Yang, Oishi Banerjee, Julián N. Acosta, Josh Miller, Ouwen Huang, Pranav Rajpurkar
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[148] arXiv:2411.15115 (cross-list from cs.CV) [pdf, html, other]
Title: VideoRepair: Improving Text-to-Video Generation via Misalignment Evaluation and Localized Refinement
Daeun Lee, Jaehong Yoon, Jaemin Cho, Mohit Bansal
Comments: Project page: this https URL
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[149] arXiv:2411.15113 (cross-list from cs.CV) [pdf, html, other]
Title: Efficient Pruning of Text-to-Image Models: Insights from Pruning Stable Diffusion
Samarth N Ramesh, Zhixue Zhao
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[150] arXiv:2411.15099 (cross-list from cs.CV) [pdf, html, other]
Title: Context-Aware Multimodal Pretraining
Karsten Roth, Zeynep Akata, Dima Damen, Ivana Balažević, Olivier J. Hénaff
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[151] arXiv:2411.15087 (cross-list from cs.CV) [pdf, html, other]
Title: Instance-Aware Generalized Referring Expression Segmentation
E-Ro Nguyen, Hieu Le, Dimitris Samaras, Michael Ryoo
Comments: 12 pages, 7 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[152] arXiv:2411.15041 (cross-list from cs.AI) [pdf, html, other]
Title: mR$^2$AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA
Tao Zhang, Ziqi Zhang, Zongyang Ma, Yuxin Chen, Zhongang Qi, Chunfeng Yuan, Bing Li, Junfu Pu, Yuxuan Zhao, Zehua Xie, Jin Ma, Ying Shan, Weiming Hu
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[153] arXiv:2411.15008 (cross-list from cs.NE) [pdf, html, other]
Title: Evolutionary Automata and Deep Evolutionary Computation
Eugene Eberbach
Subjects: Neural and Evolutionary Computing (cs.NE); Computation and Language (cs.CL)
[154] arXiv:2411.14982 (cross-list from cs.CV) [pdf, html, other]
Title: Large Multi-modal Models Can Interpret Features in Large Multi-modal Models
Kaichen Zhang, Yifei Shen, Bo Li, Ziwei Liu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[155] arXiv:2411.14901 (cross-list from cs.CV) [pdf, html, other]
Title: ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
Tanveer Hannan, Md Mohaiminul Islam, Jindong Gu, Thomas Seidl, Gedas Bertasius
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[156] arXiv:2411.14871 (cross-list from cs.CV) [pdf, html, other]
Title: Prioritize Denoising Steps on Diffusion Model Preference Alignment via Explicit Denoised Distribution Estimation
Dingyuan Shi, Yong Wang, Hangyu Li, Xiangxiang Chu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[157] arXiv:2411.14832 (cross-list from cs.CV) [pdf, html, other]
Title: VisGraphVar: A Benchmark Generator for Assessing Variability in Graph Analysis Using Large Vision-Language Models
Camilo Chacón Sartori, Christian Blum, Filippo Bistaffa
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[158] arXiv:2411.14811 (cross-list from cs.CV) [pdf, html, other]
Title: Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization
Yuhang Song, Mario Gianni, Chenguang Yang, Kunyang Lin, Te-Chuan Chiu, Anh Nguyen, Chun-Yi Lee
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[159] arXiv:2411.14807 (cross-list from cs.CV) [pdf, html, other]
Title: Harlequin: Color-driven Generation of Synthetic Data for Referring Expression Comprehension
Luca Parolari, Elena Izzo, Lamberto Ballan
Comments: Accepted to ICPR 2024
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[160] arXiv:2411.14797 (cross-list from cs.LG) [pdf, html, other]
Title: Continual SFT Matches Multimodal RLHF with Negative Supervision
Ke Zhu, Yu Wang, Yanpeng Sun, Qiang Chen, Jiangjiang Liu, Gang Zhang, Jingdong Wang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[161] arXiv:2411.14794 (cross-list from cs.CV) [pdf, html, other]
Title: VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
Songhao Han, Wei Huang, Hairong Shi, Le Zhuo, Xiu Su, Shifeng Zhang, Xu Zhou, Xiaojuan Qi, Yue Liao, Si Liu
Comments: 14 pages, 14 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[162] arXiv:2411.14739 (cross-list from cs.IR) [pdf, html, other]
Title: IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search
Simon Lupart, Zahra Abbasiantaeb, Mohammad Aliannejadi
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[163] arXiv:2411.14725 (cross-list from cs.CV) [pdf, html, other]
Title: Evaluating and Advancing Multimodal Large Language Models in Ability Lens
Feng Chen, Chenhui Gou, Jing Liu, Yang Yang, Zhaoyang Li, Jiyuan Zhang, Zhenbang Sun, Bohan Zhuang, Qi Wu
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[164] arXiv:2411.14717 (cross-list from cs.LG) [pdf, html, other]
Title: FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data
Binqian Xu, Xiangbo Shu, Haiyang Mei, Guosen Xie, Basura Fernando, Mike Zheng Shou, Jinhui Tang
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[165] arXiv:2411.14708 (cross-list from cs.LG) [pdf, html, other]
Title: Understanding LLM Embeddings for Regression
Eric Tang, Bangding Yang, Xingyou Song
Comments: 15 pages, 13 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[166] arXiv:2411.14688 (cross-list from cs.CV) [pdf, html, other]
Title: Whats in a Video: Factorized Autoregressive Decoding for Online Dense Video Captioning
AJ Piergiovanni, Dahun Kim, Michael S. Ryoo, Isaac Noble, Anelia Angelova
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG)
[167] arXiv:2411.14572 (cross-list from cs.LG) [pdf, html, other]
Title: Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
Shenglai Zeng, Jiankun Zhang, Bingheng Li, Yuping Lin, Tianqi Zheng, Dante Everaert, Hanqing Lu, Hui Liu, Hui Liu, Yue Xing, Monica Xiao Cheng, Jiliang Tang
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[168] arXiv:2411.14571 (cross-list from cs.CR) [pdf, html, other]
Title: Assessment of LLM Responses to End-user Security Questions
Vijay Prakash, Kevin Lee, Arkaprabha Bhattacharya, Danny Yuxing Huang, Jessica Staddon
Comments: 18 pages, 1 figure, 8 tables
Subjects: Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[169] arXiv:2411.14553 (cross-list from cs.CC) [pdf, html, other]
Title: Reducibility among NP-Hard graph problems and boundary classes
Syed Mujtaba Hassan, Shahid Hussain, Abdul Samad
Comments: 9 pages, 6 figures
Subjects: Computational Complexity (cs.CC); Computation and Language (cs.CL); Discrete Mathematics (cs.DM)
[170] arXiv:2411.14513 (cross-list from cs.SE) [pdf, html, other]
Title: Towards a Middleware for Large Language Models
Narcisa Guran, Florian Knauf, Man Ngo, Stefan Petrescu, Jan S. Rellermeyer
Subjects: Software Engineering (cs.SE); Computation and Language (cs.CL)
[171] arXiv:2411.14507 (cross-list from cs.LG) [pdf, html, other]
Title: FuseGPT: Learnable Layers Fusion of Generative Pre-trained Transformers
Zehua Pei, Hui-Ling Zhen, Xianzhi Yu, Sinno Jialin Pan, Mingxuan Yuan, Bei Yu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[172] arXiv:2411.14442 (cross-list from cs.CY) [pdf, html, other]
Title: AI Ethics by Design: Implementing Customizable Guardrails for Responsible AI Development
Kristina Šekrst, Jeremy McHugh, Jonathan Rodriguez Cefalu
Subjects: Computers and Society (cs.CY); Computation and Language (cs.CL)

Fri, 22 Nov 2024 (showing first 23 of 48 entries )

[173] arXiv:2411.14405 [pdf, html, other]
Title: Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
Yu Zhao, Huifeng Yin, Bo Zeng, Hao Wang, Tianqi Shi, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang
Subjects: Computation and Language (cs.CL)
[174] arXiv:2411.14398 [pdf, html, other]
Title: Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings
Aaron Zheng, Mansi Rana, Andreas Stolcke
Comments: To appear in Proceedings of COLING 2025
Subjects: Computation and Language (cs.CL)
[175] arXiv:2411.14393 [pdf, other]
Title: POS-tagging to highlight the skeletal structure of sentences
Grigorii Churakov
Comments: in Russian language. Conference: Automated control systems and information technologies this https URL Section: IT and automated systems
Subjects: Computation and Language (cs.CL)
[176] arXiv:2411.14343 [pdf, html, other]
Title: UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages
Bethel Melesse Tessema (1), Akhil Kedia (2), Tae-Sun Chung (1) ((1) Ajou University, (2) Independent Researcher)
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[177] arXiv:2411.14318 [pdf, html, other]
Title: Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Chen Qi, Peng Cheng
Comments: Work in progress
Subjects: Computation and Language (cs.CL)
[178] arXiv:2411.14272 [pdf, html, other]
Title: Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models
Iacopo Ghinassi, Leonardo Catalano, Tommaso Colella
Journal-ref: Proceedings of the Third Workshop on NLP for Positive Impact (2024) 123-139
Subjects: Computation and Language (cs.CL)
[179] arXiv:2411.14258 [pdf, html, other]
Title: Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective
Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose
Comments: 7 pages, 2 Figures, 1 Table
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[180] arXiv:2411.14257 [pdf, html, other]
Title: Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Javier Ferrando, Oscar Obeso, Senthooran Rajamanoharan, Neel Nanda
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[181] arXiv:2411.14252 [pdf, html, other]
Title: Intent-Aware Dialogue Generation and Multi-Task Contrastive Learning for Multi-Turn Intent Classification
Junhua Liu, Yong Keat Tan, Bin Fu, Kwan Hui Lim
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[182] arXiv:2411.14215 [pdf, html, other]
Title: Evaluating the Robustness of Analogical Reasoning in Large Language Models
Martha Lewis, Melanie Mitchell
Comments: 31 pages, 13 figures. arXiv admin note: text overlap with arXiv:2402.08955
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[183] arXiv:2411.14199 [pdf, html, other]
Title: OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
Akari Asai, Jacqueline He, Rulin Shao, Weijia Shi, Amanpreet Singh, Joseph Chee Chang, Kyle Lo, Luca Soldaini, Sergey Feldman, Mike D'arcy, David Wadden, Matt Latzke, Minyang Tian, Pan Ji, Shengyan Liu, Hao Tong, Bohao Wu, Yanyu Xiong, Luke Zettlemoyer, Graham Neubig, Dan Weld, Doug Downey, Wen-tau Yih, Pang Wei Koh, Hannaneh Hajishirzi
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Digital Libraries (cs.DL); Information Retrieval (cs.IR); Machine Learning (cs.LG)
[184] arXiv:2411.14198 [pdf, html, other]
Title: Why do language models perform worse for morphologically complex languages?
Catherine Arnett, Benjamin K. Bergen
Comments: 9 pages
Subjects: Computation and Language (cs.CL)
[185] arXiv:2411.14121 [pdf, html, other]
Title: Learning from "Silly" Questions Improves Large Language Models, But Only Slightly
Tingyuan Zhu, Shudong Liu, Yidong Wang, Derek F. Wong, Han Yu, Takahiro Shinozaki, Jindong Wang
Comments: 27 pages, 14 figures
Subjects: Computation and Language (cs.CL)
[186] arXiv:2411.14103 [pdf, html, other]
Title: Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
Lovish Madaan, David Esiobu, Pontus Stenetorp, Barbara Plank, Dieuwke Hupkes
Comments: preprint, 13 pages
Subjects: Computation and Language (cs.CL)
[187] arXiv:2411.14073 [pdf, html, other]
Title: Meaning at the Planck scale? Contextualized word embeddings for doing history, philosophy, and sociology of science
Arno Simons
Comments: 18 pages, 7 figures (1 in the Supplement)
Subjects: Computation and Language (cs.CL); History and Philosophy of Physics (physics.hist-ph)
[188] arXiv:2411.14072 [pdf, html, other]
Title: The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims
Shu Zhou, Xin Wang, Zhengda Zhou, Haohan Yi, Xuhui Zheng, Hao Wan
Comments: 25pages, 1 figure
Subjects: Computation and Language (cs.CL); Programming Languages (cs.PL)
[189] arXiv:2411.14055 [pdf, html, other]
Title: DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Min Zhang, Zhaopeng Tu
Comments: Work in Progress
Subjects: Computation and Language (cs.CL)
[190] arXiv:2411.14054 [pdf, html, other]
Title: FunctionChat-Bench: Comprehensive Evaluation of Language Models' Generative Capabilities in Korean Tool-use Dialogs
Shinbok Lee, Gaeun Seo, Daniel Lee, Byeongil Ko, Sunghee Jung, Myeongcheol Shin
Comments: 8 pages
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[191] arXiv:2411.14042 [pdf, html, other]
Title: Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
Daehoon Gwak, Junwoo Park, Minho Park, Chaehun Park, Hyunchan Lee, Edward Choi, Jaegul Choo
Comments: EMNLP 2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[192] arXiv:2411.13904 [pdf, html, other]
Title: Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning
Song Jiang, Da JU, Andrew Cohen, Sasha Mitts, Aaron Foss, Justine T Kao, Xian Li, Yuandong Tian
Subjects: Computation and Language (cs.CL)
[193] arXiv:2411.13902 [pdf, html, other]
Title: PIORS: Personalized Intelligent Outpatient Reception based on Large Language Model with Multi-Agents Medical Scenario Simulation
Zhijie Bao, Qingyun Liu, Ying Guo, Zhengqiang Ye, Jun Shen, Shirong Xie, Jiajie Peng, Xuanjing Huang, Zhongyu Wei
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[194] arXiv:2411.13826 [pdf, html, other]
Title: Interactive and Expressive Code-Augmented Planning with Large Language Models
Anthony Z. Liu, Xinhe Wang, Jacob Sansom, Yao Fu, Jongwook Choi, Sungryull Sohn, Jaekyeom Kim, Honglak Lee
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[195] arXiv:2411.13820 [pdf, html, other]
Title: InstCache: A Predictive Cache for LLM Serving
Longwei Zou, Tingfeng Liu, Kai Chen, Jiangang Kong, Yangdong Deng
Subjects: Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
Total of 317 entries : 1-50 51-100 101-150 146-195 151-200 201-250 251-300 ... 301-317
Showing up to 50 entries per page: fewer | more | all