语言大模型 / LLM

TestSpark: IntelliJ IDEA's Ultimate Test Generation Companion

Arkadii Sapozhnikov, Mitchell Olsthoorn, Annibale Panichella, Vladimir Kovalenko, Pouria Derakhshanfar

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

User Migration across Multiple Social Media Platforms

Ujun Jeong, Ayushi Nirmal, Kritshekhar Jha, Susan Xu Tang, H. Russell Bernard, Huan Liu

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted to SDM 24

Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation

William Shen, Ge Yang, Alan Yu, Jansen Wong, Leslie Pack Kaelbling, Phillip Isola

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

Comments Project website at https://f3rm.csail.mit.edu, Accepted at the 7th Annual Conference on Robot Learning (CoRL), 2023 in Atlanta, US

User-adaptive Tourist Information Dialogue System with Yes/No Classifier and Sentiment Estimator

Ryo Yanagimoto, Yunosuke Kubo, Miki Oshio, Mikio Nakano, Kenta Yamamoto, Kazunori Komatani

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments This paper is part of the proceedings of the Dialogue Robot Competition 2023

Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

Zeyi Sun, Ye Fang, Tong Wu, Pan Zhang, Yuhang Zang, Shu Kong, Yuanjun Xiong, Dahua Lin, Jiaqi Wang

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

Comments project page: https://aleafy.github.io/alpha-clip code: https://github.com/SunzeY/AlphaCLIP

Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents

Wenlong Huang, Fei Xia, Dhruv Shah, Danny Driess, Andy Zeng, Yao Lu, Pete Florence, Igor Mordatch, Sergey Levine, Karol Hausman, Brian Ichter

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

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

How Generative-AI can be Effectively used in Government Chatbots

Zeteng Lin

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

Grounded Text-to-Image Synthesis with Attention Refocusing

Quynh Phung, Songwei Ge, Jia-Bin Huang

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Project page: https://attention-refocusing.github.io/

Enhancing Sentiment Analysis Results through Outlier Detection Optimization

Yuetian Chen, Mei Si

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

Comments 11 pages, 5 figures

GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer

Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois

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

Comments Work in progress

Beyond MLE: Convex Learning for Text Generation

Chenze Shao, Zhengrui Ma, Min Zhang, Yang Feng

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

Comments NeurIPS 2023

Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval Mechanism

Mansi Sakarvadia, Arham Khan, Aswathy Ajith, Daniel Grzenda, Nathaniel Hudson, André Bauer, Kyle Chard, Ian Foster

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

Quality Assurance of A GPT-based Sentiment Analysis System: Adversarial Review Data Generation and Detection

Tinghui Ouyang, Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Isao Echizen, Yoshiki Seo

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

On the Possibilities of AI-Generated Text Detection

Souradip Chakraborty, Amrit Singh Bedi, Sicheng Zhu, Bang An, Dinesh Manocha, Furong Huang

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

Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association

Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Social Media Influence Operations

Raphael Meier

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks

Yeonghun Kang, Jihan Kim

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

What does CLIP know about a red circle? Visual prompt engineering for VLMs

Aleksandar Shtedritski, Christian Rupprecht, Andrea Vedaldi

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；prompting(abstract)

Comments ICCV 2023 Oral

Resource Management for GPT-based Model Deployed on Clouds: Challenges, Solutions, and Future Directions

Yongkang Dang, Minxian Xu, Kejiang Ye

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 21 pages

Prompts Matter: Insights and Strategies for Prompt Engineering in Automated Software Traceability

Alberto D. Rodriguez, Katherine R. Dearstyne, Jane Cleland-Huang

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Investigating ChatGPT's Potential to Assist in Requirements Elicitation Processes

Krishna Ronanki, Christian Berger, Jennifer Horkoff

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted at SEAA 2023. 8 pages, 5 figures

GPT detectors are biased against non-native English writers

Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, James Zou

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

The Importance of Human-Labeled Data in the Era of LLMs

Yang Liu

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

Journal ref IJCAI 2023 Early Career Spotlight

Large Multimodal Models: Notes on CVPR 2023 Tutorial

Chunyuan Li

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；foundation model(abstract)

Comments 27 pages, 24 figures; Tutorial website: https://vlp-tutorial.github.io/

A Chain of AI-based Solutions for Resolving FQNs and Fixing Syntax Errors in Partial Code

Qing Huang, Jiahui Zhu, Zhenchang Xing, Huan Jin, Changjing Wang, Xiwei Xu

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Tell Me Where to Go: A Composable Framework for Context-Aware Embodied Robot Navigation

Harel Biggie, Ajay Narasimha Mopidevi, Dusty Woods, Christoffer Heckman

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 8 pages (24 with references and appendix), 6 Figures

Learning to Summarize and Answer Questions about a Virtual Robot's Past Actions

Chad DeChant, Iretiayo Akinola, Daniel Bauer

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

NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers

Kai Shen, Zeqian Ju, Xu Tan, Yanqing Liu, Yichong Leng, Lei He, Tao Qin, Sheng Zhao, Jiang Bian

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

Comments A large-scale text-to-speech and singing voice synthesis system with latent diffusion models. Update: NaturalSpeech 2 extension to voice conversion and speech enhancement

Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations

Chenglei Si, Dan Friedman, Nitish Joshi, Shi Feng, Danqi Chen, He He

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

Comments ACL 2023