语言大模型 / LLM

GPT Self-Supervision for a Better Data Annotator

Xiaohuan Pei, Yanxi Li, Chang Xu

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

EmoUS: Simulating User Emotions in Task-Oriented Dialogues

Hsien-Chin Lin, Shutong Feng, Christian Geishauser, Nurul Lubis, Carel van Niekerk, Michael Heck, Benjamin Ruppik, Renato Vukovic, Milica Gašić

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

Comments accepted by SIGIR2023

On Masked Pre-training and the Marginal Likelihood

Pablo Moreno-Muñoz, Pol G. Recasens, Søren Hauberg

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

A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces

Gabriella Chronis, Kyle Mahowald, Katrin Erk

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

Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation

Jiawei Huang, Yi Ren, Rongjie Huang, Dongchao Yang, Zhenhui Ye, Chen Zhang, Jinglin Liu, Xiang Yin, Zejun Ma, Zhou Zhao

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

A Closer Look at In-Context Learning under Distribution Shifts

Kartik Ahuja, David Lopez-Paz

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

PandaGPT: One Model To Instruction-Follow Them All

Yixuan Su, Tian Lan, Huayang Li, Jialu Xu, Yan Wang, Deng Cai

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

Comments Technical report, work in progress. Our project page is at https://panda-gpt.github.io/

Investigating the Role of Feed-Forward Networks in Transformers Using Parallel Attention and Feed-Forward Net Design

Shashank Sonkar, Richard G. Baraniuk

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

Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability

Eleftheria Briakou, Colin Cherry, George Foster

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

Comments Accepted at ACL 2023

Solving Regularized Exp, Cosh and Sinh Regression Problems

Zhihang Li, Zhao Song, Tianyi Zhou

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

Coherent Wave Dynamics and Language Generation of a Generative Pre-trained Transformer

Tao Hong

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

Comments 10 pages, 7 figures for conference publication

Dreams Are More "Predictable'' Than You Think

Lorenzo Bertolini

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

Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence

Haoran Li, Mingshi Xu, Yangqiu Song

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

Comments Findings of ACL 2023

Zero-Shot Slot and Intent Detection in Low-Resource Languages

Sang Yun Kwon, Gagan Bhatia, El Moatez Billah Nagoudi, Alcides Alcoba Inciarte, Muhammad Abdul-Mageed

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

Comments VarDial @ EACL

AI-assisted coding: Experiments with GPT-4

Russell A Poldrack, Thomas Lu, Gašper Beguš

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

Attention Scheme Inspired Softmax Regression

Yichuan Deng, Zhihang Li, Zhao Song

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

Improved Trust in Human-Robot Collaboration with ChatGPT

Yang Ye, Hengxu You, Jing Du

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

Comments 7 pages, 7 figures. Submitted to IEEE Access

How to Do Things with Deep Learning Code

Minh Hua, Rita Raley

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

Comments Accepted for publication in Digital Humanities Quarterly

Solving Tensor Low Cycle Rank Approximation

Yichuan Deng, Yeqi Gao, Zhao Song

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

Randomized and Deterministic Attention Sparsification Algorithms for Over-parameterized Feature Dimension

Yichuan Deng, Sridhar Mahadevan, Zhao Song

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

Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks

Zejiang Shen, Tal August, Pao Siangliulue, Kyle Lo, Jonathan Bragg, Jeff Hammerbacher, Doug Downey, Joseph Chee Chang, David Sontag

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

Comments 3 pages, 1 figure, accepted by The Second Workshop on Intelligent and Interactive Writing Assistants

Interacting with next-phrase suggestions: How suggestion systems aid and influence the cognitive processes of writing

Advait Bhat, Saaket Agashe, Niharika Mohile, Parth Oberoi, Ravi Jangir, Anirudha Joshi

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

An Over-parameterized Exponential Regression

Yeqi Gao, Sridhar Mahadevan, Zhao Song

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

Writing Assistants Should Model Social Factors of Language

Vivek Kulkarni, Vipul Raheja

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

Comments 2 pages, Accepted to In2Writing Workshop (CHI 2023)

Linguistically Informed ChatGPT Prompts to Enhance Japanese-Chinese Machine Translation: A Case Study on Attributive Clauses

Wenshi Gu

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

ChatGPT Prompt Patterns for Improving Code Quality, Refactoring, Requirements Elicitation, and Software Design

Jules White, Sam Hays, Quchen Fu, Jesse Spencer-Smith, Douglas C. Schmidt

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

Spanish Built Factual Freectianary (Spanish-BFF): the first AI-generated free dictionary

Miguel Ortega-Martín, Óscar García-Sierra, Alfonso Ardoiz, Juan Carlos Armenteros, Jorge Álvarez, Adrián Alonso

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

Comparing Sentence-Level Suggestions to Message-Level Suggestions in AI-Mediated Communication

Liye Fu, Benjamin Newman, Maurice Jakesch, Sarah Kreps

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

Comments 13 pages, 10 figures

Conversational AI-Powered Design: ChatGPT as Designer, User, and Product

A. Baki Kocaballi

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

Conditioning Predictive Models: Risks and Strategies

Evan Hubinger, Adam Jermyn, Johannes Treutlein, Rubi Hudson, Kate Woolverton

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