语言大模型 / LLM

FOCUS: First Order Concentrated Updating Scheme

Yizhou Liu, Ziming Liu, Jeff Gore

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

Comments 19 pages, 8 figures

Hybrid Approaches for Moral Value Alignment in AI Agents: a Manifesto

Elizaveta Tennant, Stephen Hailes, Mirco Musolesi

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

Can LLMs make trade-offs involving stipulated pain and pleasure states?

Geoff Keeling, Winnie Street, Martyna Stachaczyk, Daria Zakharova, Iulia M. Comsa, Anastasiya Sakovych, Isabella Logothetis, Zejia Zhang, Blaise Agüera y Arcas, Jonathan Birch

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

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation

Jaeseok Yoo, Hojae Han, Youngwon Lee, Jaejin Kim, Seung-won Hwang

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

Comments Accepted by COLING 2025 main conference

Answer Set Networks: Casting Answer Set Programming into Deep Learning

Arseny Skryagin, Daniel Ochs, Phillip Deibert, Simon Kohaut, Devendra Singh Dhami, Kristian Kersting

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

Comments 16 pages, 9 figures

How good is GPT at writing political speeches for the White House?

Jacques Savoy

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

Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL

Geling Liu, Yunzhi Tan, Ruichao Zhong, Yuanzhen Xie, Lingchen Zhao, Qian Wang, Bo Hu, Zang Li

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

Comments Accepted at COLING 2025 Main

Dynamic Demonstrations Controller for In-Context Learning

Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai

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

Text-to-3D Gaussian Splatting with Physics-Grounded Motion Generation

Wenqing Wang, Yun Fu

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

FTA generation using GenAI with an Autonomy sensor Usecase

Sneha Sudhir Shetiya, Divya Garikapati, Veeraja Sohoni

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

LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study

Van Bach Nguyen, Paul Youssef, Christin Seifert, Jörg Schlötterer

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

Comments Accepted to EMNLP Findings 2024

FMEA Builder: Expert Guided Text Generation for Equipment Maintenance

Karol Lynch, Fabio Lorenzi, John Sheehan, Duygu Kabakci-Zorlu, Bradley Eck

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

Comments 4 pages, 2 figures. AI for Critical Infrastructure Workshop @ IJCAI 2024

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks

Yingzhe Peng, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin, Xu Yang, Dongmei Zhang, Saravan Rajmohan, Qi Zhang

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

Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval

Sheryl Hsu, Omar Khattab, Chelsea Finn, Archit Sharma

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

Palisade -- Prompt Injection Detection Framework

Sahasra Kokkula, Somanathan R, Nandavardhan R, Aashishkumar, G Divya

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

Hey GPT, Can You be More Racist? Analysis from Crowdsourced Attempts to Elicit Biased Content from Generative AI

Hangzhi Guo, Pranav Narayanan Venkit, Eunchae Jang, Mukund Srinath, Wenbo Zhang, Bonam Mingole, Vipul Gupta, Kush R. Varshney, S. Shyam Sundar, Amulya Yadav

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

Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game

Ruiqi Dong, Zhixuan Liao, Guangwei Lai, Yuhan Ma, Danni Ma, Chenyou Fan

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

Truth is Universal: Robust Detection of Lies in LLMs

Lennart Bürger, Fred A. Hamprecht, Boaz Nadler

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

Comments NeurIPS 2024 poster

Hypothesis Testing the Circuit Hypothesis in LLMs

Claudia Shi, Nicolas Beltran-Velez, Achille Nazaret, Carolina Zheng, Adrià Garriga-Alonso, Andrew Jesson, Maggie Makar, David M. Blei

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

Comments Code available here: https://github.com/blei-lab/circuitry

Jailbreak Instruction-Tuned LLMs via end-of-sentence MLP Re-weighting

Yifan Luo, Zhennan Zhou, Meitan Wang, Bin Dong

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

MKGL: Mastery of a Three-Word Language

Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen

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

Comments NeurIPS 2024 (spotlight)

Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher

Hyunjong Ok, Jegwang Ryu, Jaeho Lee

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

Comments 17 pages, 7 figures, EMNLP 2024

Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA

Nirmal Roy, Leonardo F. R. Ribeiro, Rexhina Blloshmi, Kevin Small

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

Comments Accepted in EMNLP (findings) 2024

AirGapAgent: Protecting Privacy-Conscious Conversational Agents

Eugene Bagdasarian, Ren Yi, Sahra Ghalebikesabi, Peter Kairouz, Marco Gruteser, Sewoong Oh, Borja Balle, Daniel Ramage

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

Comments at CCS'24

Rail-only: A Low-Cost High-Performance Network for Training LLMs with Trillion Parameters

Weiyang Wang, Manya Ghobadi, Kayvon Shakeri, Ying Zhang, Naader Hasani

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

Exploring Straightforward Conversational Red-Teaming

George Kour, Naama Zwerdling, Marcel Zalmanovici, Ateret Anaby-Tavor, Ora Nova Fandina, Eitan Farchi

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

Prompt Exploration with Prompt Regression

Michael Feffer, Ronald Xu, Yuekai Sun, Mikhail Yurochkin

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

Comments COLM 2024

Data Augmentation Integrating Dialogue Flow and Style to Adapt Spoken Dialogue Systems to Low-Resource User Groups

Zhiyang Qi, Michimasa Inaba

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

Comments Accepted to SIGDIAL 2024

An Autonomous GIS Agent Framework for Geospatial Data Retrieval

Huan Ning, Zhenlong Li, Temitope Akinboyewa, M. Naser Lessani

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

Self-Emotion Blended Dialogue Generation in Social Simulation Agents

Qiang Zhang, Jason Naradowsky, Yusuke Miyao

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

Comments Accepted in SIGDIAL 2024