语言大模型 / LLM

CodeShell Technical Report

Rui Xie, Zhengran Zeng, Zhuohao Yu, Chang Gao, Shikun Zhang, Wei Ye

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.AI

EDDA: A Encoder-Decoder Data Augmentation Framework for Zero-Shot Stance Detection

Daijun Ding, Li Dong, Zhichao Huang, Guangning Xu, Xu Huang, Bo Liu, Liwen Jing, Bowen Zhang

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL

ConvSDG: Session Data Generation for Conversational Search

Fengran Mo, Bole Yi, Kelong Mao, Chen Qu, Kaiyu Huang, Jian-Yun Nie

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted by WWW 2024 Workshop

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman K Singla, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Mitigating Temporal Misalignment by Discarding Outdated Facts

Michael J. Q. Zhang, Eunsol Choi

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments Accepted into EMNLP 2023

From Text to CQL: Bridging Natural Language and Corpus Search Engine

Luming Lu, Jiyuan An, Yujie Wang, Liner yang, Cunliang Kong, Zhenghao Liu, Shuo Wang, Haozhe Lin, Mingwei Fang, Yaping Huang, Erhong Yang

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon

Fajri Koto, Tilman Beck, Zeerak Talat, Iryna Gurevych, Timothy Baldwin

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments Accepted at EACL 2024

Self-training Strategies for Sentiment Analysis: An Empirical Study

Haochen Liu, Sai Krishna Rallabandi, Yijing Wu, Parag Pravin Dakle, Preethi Raghavan

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；small language model(abstract)；分类 cs.CL

Comments Accepted by EACL Findings 2024

Self-Supervised Contrastive Pre-Training for Multivariate Point Processes

Xiao Shou, Dharmashankar Subramanian, Debarun Bhattacharjya, Tian Gao, Kristin P. Bennet

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.LG

Transfer Learning for Text Diffusion Models

Kehang Han, Kathleen Kenealy, Aditya Barua, Noah Fiedel, Noah Constant

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems

Pedro Reviriego, Ziheng Wang, Alvaro Alonso, Zhen Gao, Farzad Niknia, Shanshan Liu, Fabrizio Lombardi

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.LG

Journal ref IEEE Transactions on Reliability, 2024

Zero Resource Cross-Lingual Part Of Speech Tagging

Sahil Chopra

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Breaking the Silence: the Threats of Using LLMs in Software Engineering

June Sallou, Thomas Durieux, Annibale Panichella

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

Comments Accepted at the ICSE'24 conference, NIER track

Natural Language Decomposition and Interpretation of Complex Utterances

Harsh Jhamtani, Hao Fang, Patrick Xia, Eran Levy, Jacob Andreas, Ben Van Durme

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL

Synocene, Beyond the Anthropocene: De-Anthropocentralising Human-Nature-AI Interaction

Isabelle Hupont, Marina Wainer, Sam Nester, Sylvie Tissot, Lucía Iglesias-Blanco, Sandra Baldassarri

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 9 pages, 5 figures, 2 tables

KEN: Kernel Extensions using Natural Language

Yusheng Zheng, Yiwei Yang, Maolin Chen, Andrew Quinn

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Exploration with Principles for Diverse AI Supervision

Hao Liu, Matei Zaharia, Pieter Abbeel

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

AcademicGPT: Empowering Academic Research

Shufa Wei, Xiaolong Xu, Xianbiao Qi, Xi Yin, Jun Xia, Jingyi Ren, Peijun Tang, Yuxiang Zhong, Yihao Chen, Xiaoqin Ren, Yuxin Liang, Liankai Huang, Kai Xie, Weikang Gui, Wei Tan, Shuanglong Sun, Yongquan Hu, Qinxian Liu, Nanjin Li, Chihao Dai, Lihua Wang, Xiaohui Liu, Lei Zhang, Yutao Xie

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.CL

Comments Technical Report. arXiv admin note: text overlap with arXiv:2310.12081, arXiv:2310.10053 by other authors

DeepThought: An Architecture for Autonomous Self-motivated Systems

Arlindo L. Oliveira, Tiago Domingos, Mário Figueiredo, Pedro U. Lima

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；language agent(abstract)；分类 cs.AI

It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction

Aditi Chaudhary, Karthik Raman, Michael Bendersky

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL

Comments 18 pages

Conversational AI Threads for Visualizing Multidimensional Datasets

Matt-Heun Hong, Anamaria Crisan

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Expressive TTS Driven by Natural Language Prompts Using Few Human Annotations

Hanglei Zhang, Yiwei Guo, Sen Liu, Xie Chen, Kai Yu

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 5 pages,3 figures, submitted to ICASSP 2024

Modeling subjectivity (by Mimicking Annotator Annotation) in toxic comment identification across diverse communities

Senjuti Dutta, Sid Mittal, Sherol Chen, Deepak Ramachandran, Ravi Rajakumar, Ian Kivlichan, Sunny Mak, Alena Butryna, Praveen Paritosh

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering

Weiqi Wang, Tianqing Fang, Wenxuan Ding, Baixuan Xu, Xin Liu, Yangqiu Song, Antoine Bosselut

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments Findings of EMNLP2023

Overview of Physics-Informed Machine Learning Inversion of Geophysical Data

Gerard T. Schuster, Shihang Feng

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.LG

Comments 37 pages, 16 figures

What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization

Yufeng Zhang, Fengzhuo Zhang, Zhuoran Yang, Zhaoran Wang

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；pretraining(abstract)；分类 cs.LG

On the Zero-Shot Generalization of Machine-Generated Text Detectors

Xiao Pu, Jingyu Zhang, Xiaochuang Han, Yulia Tsvetkov, Tianxing He

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

"Tidy Up the Table": Grounding Common-sense Objective for Tabletop Object Rearrangement

Yiqing Xu, David Hsu

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments RSSLRL2023 Workshop, Under review for conference

ChatGPT for Arabic Grammatical Error Correction

Sang Yun Kwon, Gagan Bhatia, El Moatez Billah Nagoud, Muhammad Abdul-Mageed

专题命中 预训练与数据 ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.AI

Augmenting Greybox Fuzzing with Generative AI

Jie Hu, Qian Zhang, Heng Yin

专题命中 预训练与数据 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 20 pages, 11 figures