语言大模型 / LLM

Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation

Chunliang Tao, Xiaojing Fan, Yahe Yang

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

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering

Zhengliang Shi, Weiwei Sun, Shen Gao, Pengjie Ren, Zhumin Chen, Zhaochun Ren

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

Comments ACL 2024 (main conference)

Harnessing LLMs for Cross-City OD Flow Prediction

Chenyang Yu, Xinpeng Xie, Yan Huang, Chenxi Qiu

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

Comments 12 pages, 18 figures

Safety vs. Performance: How Multi-Objective Learning Reduces Barriers to Market Entry

Meena Jagadeesan, Michael I. Jordan, Jacob Steinhardt

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

Creating Domain-Specific Translation Memories for Machine Translation Fine-tuning: The TRENCARD Bilingual Cardiology Corpus

Gokhan Dogru

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

AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction

Yuchen Shi, Guochao Jiang, Tian Qiu, Deqing Yang

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

Comments Accepted by CIKM 2024

SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERT

Rupak Kumar Das, Ted Pedersen

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

CC-GPX: Extracting High-Quality Annotated Geospatial Data from Common Crawl

Ilya Ilyankou, Meihui Wang, Stefano Cavazzi, James Haworth

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

Comments Accepted as a poster to ACM SIGSPATIAL 2024

Heat Death of Generative Models in Closed-Loop Learning

Matteo Marchi, Stefano Soatto, Pratik Chaudhari, Paulo Tabuada

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

DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction

Xinwei Zhang, Zhiqi Bu, Mingyi Hong, Meisam Razaviyayn

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

Unboxing Occupational Bias: Grounded Debiasing of LLMs with U.S. Labor Data

Atmika Gorti, Manas Gaur, Aman Chadha

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

Comments Accepted in AAAI Spring Symposium 2024

REInstruct: Building Instruction Data from Unlabeled Corpus

Shu Chen, Xinyan Guan, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun

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

Comments Accepted by ACL2024 Findings

Identifying Speakers and Addressees of Quotations in Novels with Prompt Learning

Yuchen Yan, Hanjie Zhao, Senbin Zhu, Hongde Liu, Zhihong Zhang, Yuxiang Jia

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

Comments This paper has been accepted by NLPCC 2024

Edisum: Summarizing and Explaining Wikipedia Edits at Scale

Marija Šakota, Isaac Johnson, Guosheng Feng, Robert West

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

ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws

Ruihang Li, Yixuan Wei, Miaosen Zhang, Nenghai Yu, Han Hu, Houwen Peng

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

Feriji: A French-Zarma Parallel Corpus, Glossary & Translator

Mamadou K. Keita, Elysabhete Amadou Ibrahim, Habibatou Abdoulaye Alfari, Christopher Homan

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

Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge Graphs

Phillip Schneider, Nektarios Machner, Kristiina Jokinen, Florian Matthes

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

Comments Accepted to SIGDIAL 2024

EMTeC: A Corpus of Eye Movements on Machine-Generated Texts

Lena Sophia Bolliger, Patrick Haller, Isabelle Caroline Rose Cretton, David Robert Reich, Tannon Kew, Lena Ann Jäger

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

NeuralFactors: A Novel Factor Learning Approach to Generative Modeling of Equities

Achintya Gopal

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

Comments 9 pages, 4 figures

Integrating Cognitive AI with Generative Models for Enhanced Question Answering in Skill-based Learning

Rochan H. Madhusudhana, Rahul K. Dass, Jeanette Luu, Ashok K. Goel

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

Comments 9 pages, 6 figures, 1 table

Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples

Philipp J. Rösch, Norbert Oswald, Michaela Geierhos, Jindřich Libovický

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

Automatic Extraction of Relationships among Motivations, Emotions and Actions from Natural Language Texts

Fei Yang

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

Shared Imagination: LLMs Hallucinate Alike

Yilun Zhou, Caiming Xiong, Silvio Savarese, Chien-Sheng Wu

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

SynCPKL: Harnessing LLMs to Generate Synthetic Data for Commonsense Persona Knowledge Linking

Kuan-Yen Lin

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

TreeSeg: Hierarchical Topic Segmentation of Large Transcripts

Dimitrios C. Gklezakos, Timothy Misiak, Diamond Bishop

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

Unlocking Textual and Visual Wisdom: Open-Vocabulary 3D Object Detection Enhanced by Comprehensive Guidance from Text and Image

Pengkun Jiao, Na Zhao, Jingjing Chen, Yu-Gang Jiang

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

Comments ECCV2024

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text

Qingyun Li, Zhe Chen, Weiyun Wang, Wenhai Wang, Shenglong Ye, Zhenjiang Jin, Guanzhou Chen, Yinan He, Zhangwei Gao, Erfei Cui, Jiashuo Yu, Hao Tian, Jiasheng Zhou, Chao Xu, Bin Wang, Xingjian Wei, Wei Li, Wenjian Zhang, Bo Zhang, Pinlong Cai, Licheng Wen, Xiangchao Yan, Zhenxiang Li, Pei Chu, Yi Wang, Min Dou, Changyao Tian, Xizhou Zhu, Lewei Lu, Yushi Chen, Junjun He, Zhongying Tu, Tong Lu, Yali Wang, Limin Wang, Dahua Lin, Yu Qiao, Botian Shi, Conghui He, Jifeng Dai

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

LokiLM: Technical Report

Justin Kiefel, Shrey Shah

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

G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation

Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng

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

Comments Accepted to ACL 2024 main conference

UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction

Yuan Yuan, Jingtao Ding, Jie Feng, Depeng Jin, Yong Li

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

Comments 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2024