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Computation and Language

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Total of 292 entries : 1-50 51-100 101-150 151-200 201-250 251-292
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Tue, 14 Jan 2025 (continued, showing last 37 of 93 entries )

[201] arXiv:2501.06210 [pdf, other]
Title: Applications of natural language processing in aviation safety: A review and qualitative analysis
Aziida Nanyonga, Keith Joiner, Ugur Turhan, Graham Wild
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[202] arXiv:2501.06208 [pdf, html, other]
Title: Enhancing AI Safety Through the Fusion of Low Rank Adapters
Satya Swaroop Gudipudi, Sreeram Vipparla, Harpreet Singh, Shashwat Goel, Ponnurangam Kumaraguru
Subjects: Computation and Language (cs.CL)
[203] arXiv:2501.07554 (cross-list from cs.CV) [pdf, html, other]
Title: SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing
Varun Biyyala, Bharat Chanderprakash Kathuria, Jialu Li, Youshan Zhang
Comments: WACV workshop
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[204] arXiv:2501.07523 (cross-list from cs.AI) [pdf, html, other]
Title: Parallel Key-Value Cache Fusion for Position Invariant RAG
Philhoon Oh, Jinwoo Shin, James Thorne
Comments: 5 pages
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[205] arXiv:2501.07329 (cross-list from cs.SD) [pdf, html, other]
Title: Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding
Jiliang Hu, Zuchao Li, Mengjia Shen, Haojun Ai, Sheng Li, Jun Zhang
Comments: 5 pages, 2 figures, accepted by ICASSP 2025
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[206] arXiv:2501.07246 (cross-list from cs.SD) [pdf, html, other]
Title: Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
Ziyang Ma, Zhuo Chen, Yuping Wang, Eng Siong Chng, Xie Chen
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[207] arXiv:2501.07244 (cross-list from cs.CV) [pdf, html, other]
Title: Can Vision-Language Models Evaluate Handwritten Math?
Oikantik Nath, Hanani Bathina, Mohammed Safi Ur Rahman Khan, Mitesh M. Khapra
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[208] arXiv:2501.07171 (cross-list from cs.CV) [pdf, html, other]
Title: BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature
Alejandro Lozano, Min Woo Sun, James Burgess, Liangyu Chen, Jeffrey J Nirschl, Jeffrey Gu, Ivan Lopez, Josiah Aklilu, Austin Wolfgang Katzer, Collin Chiu, Anita Rau, Xiaohan Wang, Yuhui Zhang, Alfred Seunghoon Song, Robert Tibshirani, Serena Yeung-Levy
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[209] arXiv:2501.07063 (cross-list from cs.IR) [pdf, other]
Title: Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning
Yuxin Fan, Yuxiang Wang, Lipeng Liu, Xirui Tang, Na Sun, Zidong Yu
Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL)
[210] arXiv:2501.07047 (cross-list from cs.CR) [pdf, html, other]
Title: Leveraging ASIC AI Chips for Homomorphic Encryption
Jianming Tong, Tianhao Huang, Leo de Castro, Anirudh Itagi, Jingtian Dang, Anupam Golder, Asra Ali, Jevin Jiang, Arvind, G. Edward Suh, Tushar Krishna
Comments: 16 pages, 10 figures, 4 algorithms, 7 tables. Enabling Google TPUv4 for privacy-preserving AI inference
Subjects: Cryptography and Security (cs.CR); Hardware Architecture (cs.AR); Computation and Language (cs.CL); Programming Languages (cs.PL)
[211] arXiv:2501.06986 (cross-list from cs.CV) [pdf, html, other]
Title: LEO: Boosting Mixture of Vision Encoders for Multimodal Large Language Models
Mozhgan Nasr Azadani, James Riddell, Sean Sedwards, Krzysztof Czarnecki
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[212] arXiv:2501.06911 (cross-list from cs.AI) [pdf, html, other]
Title: Risk-Averse Finetuning of Large Language Models
Sapana Chaudhary, Ujwal Dinesha, Dileep Kalathil, Srinivas Shakkottai
Comments: Neurips 2024
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[213] arXiv:2501.06873 (cross-list from econ.GN) [pdf, html, other]
Title: Causal Claims in Economics
Prashant Garg, Thiemo Fetzer
Comments: For data, interactive tools, and additional project information, visit this https URL. The website contains resources such as data downloads, interactive author and paper-level knowledge graphs, and more
Subjects: General Economics (econ.GN); Computation and Language (cs.CL); Information Retrieval (cs.IR); Social and Information Networks (cs.SI); Methodology (stat.ME)
[214] arXiv:2501.06863 (cross-list from cs.LG) [pdf, html, other]
Title: Transfer Learning of Tabular Data by Finetuning Large Language Models
Shourav B. Rabbani, Ibna Kowsar, Manar D. Samad
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[215] arXiv:2501.06848 (cross-list from cs.LG) [pdf, html, other]
Title: A General Framework for Inference-time Scaling and Steering of Diffusion Models
Raghav Singhal, Zachary Horvitz, Ryan Teehan, Mengye Ren, Zhou Yu, Kathleen McKeown, Rajesh Ranganath
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)
[216] arXiv:2501.06842 (cross-list from cs.LG) [pdf, html, other]
Title: SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
Tianjin Huang, Ziquan Zhu, Gaojie Jin, Lu Liu, Zhangyang Wang, Shiwei Liu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[217] arXiv:2501.06834 (cross-list from cs.AI) [pdf, html, other]
Title: LLMs Model Non-WEIRD Populations: Experiments with Synthetic Cultural Agents
Augusto Gonzalez-Bonorino (1), Monica Capra (2 and 3), Emilio Pantoja (4) ((1) Pomona College Economics Department, (2) Claremont Graduate University Economics Department, (3) University of Arizona Center for the Philosophy of Freedom, (4) Pitzer College Economics and Computer Science Department)
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); General Economics (econ.GN)
[218] arXiv:2501.06826 (cross-list from stat.ME) [pdf, html, other]
Title: Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR)
Stephanie Eckman, Bolei Ma, Christoph Kern, Rob Chew, Barbara Plank, Frauke Kreuter
Subjects: Methodology (stat.ME); Computation and Language (cs.CL)
[219] arXiv:2501.06810 (cross-list from eess.AS) [pdf, html, other]
Title: Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis
Minu Kim, Kangwook Jang, Hoirin Kim
Comments: 10 pages, 5 figures, accepted to ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[220] arXiv:2501.06785 (cross-list from cs.CV) [pdf, html, other]
Title: 3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D Shapes
Mahmoud Ahmed, Xiang Li, Arpit Prajapati, Mohamed Elhoseiny
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL)
[221] arXiv:2501.06736 (cross-list from cs.LG) [pdf, html, other]
Title: ZOQO: Zero-Order Quantized Optimization
Noga Bar, Raja Giryes
Comments: Accepted to ICASSP 2025
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[222] arXiv:2501.06704 (cross-list from cs.AI) [pdf, html, other]
Title: Fine-tuning ChatGPT for Automatic Scoring of Written Scientific Explanations in Chinese
Jie Yang, Ehsan Latif, Yuze He, Xiaoming Zhai
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[223] arXiv:2501.06663 (cross-list from cs.LG) [pdf, html, other]
Title: Ultra Memory-Efficient On-FPGA Training of Transformers via Tensor-Compressed Optimization
Jiayi Tian, Jinming Lu, Hai Li, Xiangwei Wang, Cong (Callie)Hao, Ian Young, Zheng Zhang
Subjects: Machine Learning (cs.LG); Hardware Architecture (cs.AR); Computation and Language (cs.CL)
[224] arXiv:2501.06662 (cross-list from math.CT) [pdf, html, other]
Title: The Magnitude of Categories of Texts Enriched by Language Models
Tai-Danae Bradley, Juan Pablo Vigneaux
Subjects: Category Theory (math.CT); Computation and Language (cs.CL)
[225] arXiv:2501.06597 (cross-list from cs.LG) [pdf, html, other]
Title: EmoXpt: Analyzing Emotional Variances in Human Comments and LLM-Generated Responses
Shireesh Reddy Pyreddy, Tarannum Shaila Zaman
Comments: 7 pages, 10 figures, 5 tables. This paper has been accepted and presented at the 2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC)
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC)
[226] arXiv:2501.06589 (cross-list from cs.LG) [pdf, html, other]
Title: Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping
Muru Zhang, Mayank Mishra, Zhongzhu Zhou, William Brandon, Jue Wang, Yoon Kim, Jonathan Ragan-Kelley, Shuaiwen Leon Song, Ben Athiwaratkun, Tri Dao
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[227] arXiv:2501.06478 (cross-list from eess.AS) [pdf, html, other]
Title: Speech Recognition for Automatically Assessing Afrikaans and isiXhosa Preschool Oral Narratives
Christiaan Jacobs, Annelien Smith, Daleen Klop, Ondřej Klejch, Febe de Wet, Herman Kamper
Comments: Accepted to ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)
[228] arXiv:2501.06386 (cross-list from cs.LG) [pdf, html, other]
Title: Using Pre-trained LLMs for Multivariate Time Series Forecasting
Malcolm L. Wolff, Shenghao Yang, Kari Torkkola, Michael W. Mahoney
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL)
[229] arXiv:2501.06320 (cross-list from eess.AS) [pdf, html, other]
Title: TTS-Transducer: End-to-End Speech Synthesis with Neural Transducer
Vladimir Bataev, Subhankar Ghosh, Vitaly Lavrukhin, Jason Li
Comments: Accepted by ICASSP 2025
Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Sound (cs.SD)
[230] arXiv:2501.06317 (cross-list from cs.HC) [pdf, html, other]
Title: Understanding How Paper Writers Use AI-Generated Captions in Figure Caption Writing
Ho Yin (Sam)Ng, Ting-Yao Hsu, Jiyoo Min, Sungchul Kim, Ryan A. Rossi, Tong Yu, Hyunggu Jung, Ting-Hao 'Kenneth' Huang
Comments: This paper will appear at AAAI 2025 Workshop (2nd AI4Research Workshop: Towards a Knowledge-grounded Scientific Research Lifecycle)
Subjects: Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[231] arXiv:2501.06283 (cross-list from cs.SE) [pdf, html, other]
Title: Dafny as Verification-Aware Intermediate Language for Code Generation
Yue Chen Li, Stefan Zetzsche, Siva Somayyajula
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Logic in Computer Science (cs.LO); Programming Languages (cs.PL)
[232] arXiv:2501.06276 (cross-list from cs.SD) [pdf, html, other]
Title: PROEMO: Prompt-Driven Text-to-Speech Synthesis Based on Emotion and Intensity Control
Shaozuo Zhang, Ambuj Mehrish, Yingting Li, Soujanya Poria
Subjects: Sound (cs.SD); Computation and Language (cs.CL); Audio and Speech Processing (eess.AS)
[233] arXiv:2501.06274 (cross-list from cs.CY) [pdf, html, other]
Title: Polarized Patterns of Language Toxicity and Sentiment of Debunking Posts on Social Media
Wentao Xu, Wenlu Fan, Shiqian Lu, Tenghao Li, Bin Wang
Subjects: Computers and Society (cs.CY); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[234] arXiv:2501.06252 (cross-list from cs.LG) [pdf, html, other]
Title: $\text{Transformer}^2$: Self-adaptive LLMs
Qi Sun, Edoardo Cetin, Yujin Tang
Comments: 18 panges, 11 figures, 9 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[235] arXiv:2501.06215 (cross-list from cs.CV) [pdf, html, other]
Title: Fitting Different Interactive Information: Joint Classification of Emotion and Intention
Xinger Li, Zhiqiang Zhong, Bo Huang, Yang Yang
Subjects: Computer Vision and Pattern Recognition (cs.CV); Computation and Language (cs.CL); Machine Learning (cs.LG); Multimedia (cs.MM); Audio and Speech Processing (eess.AS)
[236] arXiv:2501.06205 (cross-list from cs.NI) [pdf, html, other]
Title: Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles
Murat Arda Onsu, Poonam Lohan, Burak Kantarci
Comments: 8 pages, 5 figures, under (secondary/revised) review in IEEE Internet of Things Magazine
Subjects: Networking and Internet Architecture (cs.NI); Artificial Intelligence (cs.AI); Computation and Language (cs.CL)
[237] arXiv:2501.06189 (cross-list from cs.AI) [pdf, html, other]
Title: A Multimodal Social Agent
Athina Bikaki, Ioannis A. Kakadiaris
Comments: 9 pages
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL)

Mon, 13 Jan 2025 (showing first 13 of 55 entries )

[238] arXiv:2501.06129 [pdf, html, other]
Title: Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI
Yuya Asano, Sabit Hassan, Paras Sharma, Anthony Sicilia, Katherine Atwell, Diane Litman, Malihe Alikhani
Comments: Accepted to COLING 2025 Industry Track
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[239] arXiv:2501.06126 [pdf, html, other]
Title: Merging Feed-Forward Sublayers for Compressed Transformers
Neha Verma, Kenton Murray, Kevin Duh
Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)
[240] arXiv:2501.06117 [pdf, html, other]
Title: Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding
Fabian David Schmidt, Ivan Vulić, Goran Glavaš, David Ifeoluwa Adelani
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[241] arXiv:2501.06101 [pdf, html, other]
Title: From Conversation to Automation: Leveraging Large Language Models to Analyze Strategies in Problem Solving Therapy
Elham Aghakhani, Lu Wang, Karla T. Washington, George Demiris, Jina Huh-Yoo, Rezvaneh Rezapour
Comments: 16 pages
Subjects: Computation and Language (cs.CL)
[242] arXiv:2501.06051 [pdf, html, other]
Title: Benchmarking Rotary Position Embeddings for Automatic Speech Recognition
Shucong Zhang, Titouan Parcollet, Rogier van Dalen, Sourav Bhattacharya
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)
[243] arXiv:2501.06025 [pdf, html, other]
Title: How to Tune a Multilingual Encoder Model for Germanic Languages: A Study of PEFT, Full Fine-Tuning, and Language Adapters
Romina Oji, Jenny Kunz
Comments: Accepted at NoDaLiDa Baltic-HLT 2025 Conference
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[244] arXiv:2501.05990 [pdf, html, other]
Title: Constraining constructions with WordNet: pros and cons for the semantic annotation of fillers in the Italian Constructicon
Flavio Pisciotta, Ludovica Pannitto, Lucia Busso, Beatrice Bernasconi, Francesca Masini
Subjects: Computation and Language (cs.CL)
[245] arXiv:2501.05989 [pdf, html, other]
Title: Addressing speaker gender bias in large scale speech translation systems
Shubham Bansal, Vikas Joshi, Harveen Chadha, Rupeshkumar Mehta, Jinyu Li
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[246] arXiv:2501.05981 [pdf, html, other]
Title: Hermit Kingdom Through the Lens of Multiple Perspectives: A Case Study of LLM Hallucination on North Korea
Eunjung Cho, Won Ik Cho, Soomin Seo
Comments: Accepted at COLING 2025
Subjects: Computation and Language (cs.CL)
[247] arXiv:2501.05963 [pdf, html, other]
Title: Finnish SQuAD: A Simple Approach to Machine Translation of Span Annotations
Emil Nuutinen, Iiro Rastas, Filip Ginter
Comments: NoDaLiDa 2025
Subjects: Computation and Language (cs.CL)
[248] arXiv:2501.05962 [pdf, other]
Title: Effective faking of verbal deception detection with target-aligned adversarial attacks
Bennett Kleinberg, Riccardo Loconte, Bruno Verschuere
Comments: preprint
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)
[249] arXiv:2501.05948 [pdf, html, other]
Title: Universal-2-TF: Robust All-Neural Text Formatting for ASR
Yash Khare, Taufiquzzaman Peyash, Andrea Vanzo, Takuya Yoshioka
Subjects: Computation and Language (cs.CL)
[250] arXiv:2501.05926 [pdf, html, other]
Title: LLMs Reproduce Stereotypes of Sexual and Gender Minorities
Ruby Ostrow, Adam Lopez
Comments: 10 pages, 8 figures, 6 tables
Subjects: Computation and Language (cs.CL)
Total of 292 entries : 1-50 51-100 101-150 151-200 201-250 251-292
Showing up to 50 entries per page: fewer | more | all