语言大模型 / LLM

Coercing LLMs to do and reveal (almost) anything

Jonas Geiping, Alex Stein, Manli Shu, Khalid Saifullah, Yuxin Wen, Tom Goldstein

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

Comments 32 pages. Implementation available at https://github.com/JonasGeiping/carving

Agent Alignment in Evolving Social Norms

Shimin Li, Tianxiang Sun, Qinyuan Cheng, Xipeng Qiu

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

Comments Work in progress

Ain't Misbehavin' -- Using LLMs to Generate Expressive Robot Behavior in Conversations with the Tabletop Robot Haru

Zining Wang, Paul Reisert, Eric Nichols, Randy Gomez

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

Comments Accepted as Late Breaking Report (LBR) at the 19th Annual ACM/IEEE International Conference on Human Robot Interaction (HRI '24)

Journal ref Companion of HRI '24, March 11-14, 2024, Boulder, CO, USA

Talk2Care: Facilitating Asynchronous Patient-Provider Communication with Large-Language-Model

Ziqi Yang, Xuhai Xu, Bingsheng Yao, Shao Zhang, Ethan Rogers, Stephen Intille, Nawar Shara, Guodong Gordon Gao, Dakuo Wang

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

Comments Under submission to IMWUT'23, 26 pages

Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4

Sondos Mahmoud Bsharat, Aidar Myrzakhan, Zhiqiang Shen

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

Comments Github at: https://github.com/VILA-Lab/ATLAS

Generative AI in the Construction Industry: Opportunities & Challenges

Prashnna Ghimire, Kyungki Kim, Manoj Acharya

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

LLMs for Robotic Object Disambiguation

Connie Jiang, Yiqing Xu, David Hsu

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

Automating Knowledge Acquisition for Content-Centric Cognitive Agents Using LLMs

Sanjay Oruganti, Sergei Nirenburg, Jesse English, Marjorie McShane

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

Comments 7 pages, 7 figures, AAAI Fall Symposium Series 2023 on Integrating Cognitive Architecture and Generative Models

Coarse-Tuning Models of Code with Reinforcement Learning Feedback

Abhinav Jain, Chima Adiole, Swarat Chaudhuri, Thomas Reps, Chris Jermaine

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

Comments 23 pages

Text2Cohort: Facilitating Intuitive Access to Biomedical Data with Natural Language Cohort Discovery

Pranav Kulkarni, Adway Kanhere, Paul H. Yi, Vishwa S. Parekh

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

Comments 5 pages, 3 figures, 2 tables

ProAgent: From Robotic Process Automation to Agentic Process Automation

Yining Ye, Xin Cong, Shizuo Tian, Jiannan Cao, Hao Wang, Yujia Qin, Yaxi Lu, Heyang Yu, Huadong Wang, Yankai Lin, Zhiyuan Liu, Maosong Sun

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

Comments Work in progress

Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation

Vaishnavi Shrivastava, Percy Liang, Ananya Kumar

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

Zero-shot Translation of Attention Patterns in VQA Models to Natural Language

Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata

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

Comments Published in GCPR 2023

Leveraging GPT-4 for Automatic Translation Post-Editing

Vikas Raunak, Amr Sharaf, Yiren Wang, Hany Hassan Awadallah, Arul Menezes

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

Comments EMNLP Findings 2023

Embarrassingly Simple Text Watermarks

Ryoma Sato, Yuki Takezawa, Han Bao, Kenta Niwa, Makoto Yamada

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

Provable Robust Watermarking for AI-Generated Text

Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang

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

Motif: Intrinsic Motivation from Artificial Intelligence Feedback

Martin Klissarov, Pierluca D'Oro, Shagun Sodhani, Roberta Raileanu, Pierre-Luc Bacon, Pascal Vincent, Amy Zhang, Mikael Henaff

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

Comments The first two authors equally contributed - order decided by coin flip

Disinformation Detection: An Evolving Challenge in the Age of LLMs

Bohan Jiang, Zhen Tan, Ayushi Nirmal, Huan Liu

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

Rethinking Internet Communication Through LLMs: How Close Are We?

Sifat Ut Taki, Spyridon Mastorakis

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

Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

Yike Wu, Nan Hu, Sheng Bi, Guilin Qi, Jie Ren, Anhuan Xie, Wei Song

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

Evaluating Generative Models for Graph-to-Text Generation

Shuzhou Yuan, Michael Färber

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

Comments Accepted as short paper in RANLP2023

How to use LLMs for Text Analysis

Petter Törnberg

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

Do GPTs Produce Less Literal Translations?

Vikas Raunak, Arul Menezes, Matt Post, Hany Hassan Awadalla

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

Comments ACL 2023

Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs

Giorgi Kokaia, Pratyush Sinha, Yutong Jiang, Nozha Boujemaa

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

What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning

Jane Pan, Tianyu Gao, Howard Chen, Danqi Chen

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

Comments Accepted to Findings of ACL 2023; The code is available at https://github.com/princeton-nlp/WhatICLLearns

AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi, Xuankai Chang, Zhenhui Ye, Yuning Wu, Zhiqing Hong, Jiawei Huang, Jinglin Liu, Yi Ren, Zhou Zhao, Shinji Watanabe

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

Sparks of Artificial General Intelligence: Early experiments with GPT-4

Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, Yi Zhang

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

Human-machine cooperation for semantic feature listing

Kushin Mukherjee, Siddharth Suresh, Timothy T. Rogers

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

Comments To be published in the ICLR TinyPaper track

Approach Intelligent Writing Assistants Usability with Seven Stages of Action

Avinash Bhat, Disha Shrivastava, Jin L. C. Guo

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

Comments The Second Workshop on Intelligent and Interactive Writing Assistants co-located with The ACM CHI Conference on Human Factors in Computing Systems (CHI 2023)

Nationality Bias in Text Generation

Pranav Narayanan Venkit, Sanjana Gautam, Ruchi Panchanadikar, Ting-Hao 'Kenneth' Huang, Shomir Wilson

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

Comments Paper accepted in the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023)