语言大模型 / LLM

VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search

Solmaz Seyed Monir, Irene Lau, Shubing Yang, Dongfang Zhao

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 14 figures

Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents

Bandhav Veluri, Benjamin N Peloquin, Bokai Yu, Hongyu Gong, Shyamnath Gollakota

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.LG

Comments EMNLP Main 2024

NOVI : Chatbot System for University Novice with BERT and LLMs

Yoonji Nam, TaeWoong Seo, Gyeongcheol Shin, Sangji Lee, JaeEun Im

专题命中 其他LLM ：LLM(abstract)；分类 cs.CL、cs.AI

FAdam: Adam is a natural gradient optimizer using diagonal empirical Fisher information

Dongseong Hwang

专题命中 其他LLM ：LLM(abstract)；分类 cs.AI、cs.LG

Comments 21 pages, 4 figures, 6 tables

Brant-X: A Unified Physiological Signal Alignment Framework

Daoze Zhang, Zhizhang Yuan, Junru Chen, Kerui Chen, Yang Yang

专题命中 其他LLM ：foundation model(abstract)；分类 cs.AI、cs.LG

Comments Accepted by SIGKDD 2024

Journal ref SIGKDD 2024

Indian Sign Language Recognition Using Mediapipe Holistic

Velmathi G, Kaushal Goyal

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments 16 pages, 22 figures

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits

Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments Proceedings of the 41st International Conference on Machine Learning, PMLR 235:6253-6262 https://proceedings.mlr.press/v235/chang24c.html

Journal ref Proceedings of the 41st International Conference on Machine Learning, PMLR 235:6253-6262, 2024

VHAKG: A Multi-modal Knowledge Graph Based on Synchronized Multi-view Videos of Daily Activities

Shusaku Egami, Takahiro Ugai, Swe Nwe Nwe Htun, Ken Fukuda

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 5 pages, 4 figures, accepted by CIKM2024 Resource Track

Approaching Deep Learning through the Spectral Dynamics of Weights

David Yunis, Kumar Kshitij Patel, Samuel Wheeler, Pedro Savarese, Gal Vardi, Karen Livescu, Michael Maire, Matthew R. Walter

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Improving Speech Recognition Error Prediction for Modern and Off-the-shelf Speech Recognizers

Prashant Serai, Peidong Wang, Eric Fosler-Lussier

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Journal ref Proceedings of IEEE ICASSP 2019

A Roadmap to Pluralistic Alignment

Taylor Sorensen, Jared Moore, Jillian Fisher, Mitchell Gordon, Niloofar Mireshghallah, Christopher Michael Rytting, Andre Ye, Liwei Jiang, Ximing Lu, Nouha Dziri, Tim Althoff, Yejin Choi

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments ICML 2024

PhaGO: Protein function annotation for bacteriophages by integrating the genomic context

Jiaojiao Guan, Yongxin Ji, Cheng Peng, Wei Zou, Xubo Tang, Jiayu Shang, Yanni Sun

专题命中 其他LLM ：foundation model(abstract)；分类 cs.AI、cs.LG

Comments 17 pages,6 figures

Who's asking? User personas and the mechanics of latent misalignment

Asma Ghandeharioun, Ann Yuan, Marius Guerard, Emily Reif, Michael A. Lepori, Lucas Dixon

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.AI

Can LLMs predict the convergence of Stochastic Gradient Descent?

Oussama Zekri, Abdelhakim Benechehab, Ievgen Redko

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments 9 pages. Accepted to 1st ICML Workshop on In-Context Learning at ICML 2024

DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs

Zhichun Wang, Xuan Chen

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Frontend Diffusion: Exploring Intent-Based User Interfaces through Abstract-to-Detailed Task Transitions

Qinshi Zhang, Latisha Besariani Hendra, Mohan Chi, Zijian Ding

专题命中 其他LLM ：LLM(abstract)；分类 cs.AI、cs.LG

Big Cooperative Learning

Yulai Cong

专题命中 其他LLM ：foundation model(abstract)；分类 cs.AI、cs.LG

Time-SSM: Simplifying and Unifying State Space Models for Time Series Forecasting

Jiaxi Hu, Disen Lan, Ziyu Zhou, Qingsong Wen, Yuxuan Liang

专题命中 其他LLM ：foundation model(abstract)；分类 cs.AI、cs.LG

Comments arXiv admin note: text overlap with arXiv:2402.11463

To what extent is ChatGPT useful for language teacher lesson plan creation?

Alex Dornburg, Kristin Davin

专题命中 其他LLM ：prompting(abstract)；分类 cs.CL、cs.AI

Unveiling Disparities in Maternity Care: A Topic Modelling Approach to Analysing Maternity Incident Investigation Reports

Georgina Cosma, Mohit Kumar Singh, Patrick Waterson, Gyuchan Thomas Jun, Jonathan Back

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations

Jinfeng Li, Yuefeng Chen, Xiangyu Liu, Longtao Huang, Rong Zhang, Hui Xue

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Spontaneous Reward Hacking in Iterative Self-Refinement

Jane Pan, He He, Samuel R. Bowman, Shi Feng

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Multi-Peptide: Multimodality Leveraged Language-Graph Learning of Peptide Properties

Srivathsan Badrinarayanan, Chakradhar Guntuboina, Parisa Mollaei, Amir Barati Farimani

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

σ-GPTs: A New Approach to Autoregressive Models

Arnaud Pannatier, Evann Courdier, François Fleuret

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments 23 pages, 7 figures, accepted at ECML/PKDD 2024

Characterizing Stereotypical Bias from Privacy-preserving Pre-Training

Stefan Arnold, Rene Gröbner, Annika Schreiner

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Designing and Evaluating Multi-Chatbot Interface for Human-AI Communication: Preliminary Findings from a Persuasion Task

Sion Yoon, Tae Eun Kim, Yoo Jung Oh

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Continual Learning Under Language Shift

Evangelia Gogoulou, Timothée Lesort, Magnus Boman, Joakim Nivre

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to TSD 2024

Revealing Vision-Language Integration in the Brain with Multimodal Networks

Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu

专题命中 其他LLM ：language model(abstract)；分类 cs.AI、cs.LG

Comments ICML 2024; 23 pages, 11 figures

Speech ReaLLM -- Real-time Streaming Speech Recognition with Multimodal LLMs by Teaching the Flow of Time

Frank Seide, Morrie Doulaty, Yangyang Shi, Yashesh Gaur, Junteng Jia, Chunyang Wu

专题命中 其他LLM ：LLM(abstract)；分类 cs.CL、cs.AI

RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts

Jing Yang, Xiao Wang, Yu Zhao, Yuhang Liu, Fei-Yue Wang

专题命中 其他LLM ：language model(abstract)；分类 cs.CL、cs.AI

Comments 13 pages, 9 figures