语言大模型 / LLM

LLM+KG@VLDB'24 Workshop Summary

Arijit Khan, Tianxing Wu, Xi Chen

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

Comments accepted at ACM SIGMOD Record 2025

Robust LLM safeguarding via refusal feature adversarial training

Lei Yu, Virginie Do, Karen Hambardzumyan, Nicola Cancedda

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

Time series forecasting based on optimized LLM for fault prediction in distribution power grid insulators

João Pedro Matos-Carvalho, Stefano Frizzo Stefenon, Valderi Reis Quietinho Leithardt, Kin-Choong Yow

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

Automatic Bug Detection in LLM-Powered Text-Based Games Using LLMs

Claire Jin, Sudha Rao, Xiangyu Peng, Portia Botchway, Jessica Quaye, Chris Brockett, Bill Dolan

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

Comments Accepted for publication in Findings of the Association for Computational Linguistics: ACL 2024

Na'vi or Knave: Jailbreaking Language Models via Metaphorical Avatars

Yu Yan, Sheng Sun, Junqi Tong, Min Liu, Qi Li

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

Comments Our study requires further in-depth research to ensure the comprehensiveness and adequacy of the methodology

Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection

Guangsheng Bao, Yanbin Zhao, Juncai He, Yue Zhang

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

Comments ICLR 2025 camera version (10 pages, 9 figures, 9 tables)

When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models

Samuel Joseph Amouyal, Aya Meltzer-Asscher, Jonathan Berant

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

People will agree what I think: Investigating LLM's False Consensus Effect

Junhyuk Choi, Yeseon Hong, Bugeun Kim

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

Comments NAACL 2025 Findings

Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models

Yuxuan Li, Hirokazu Shirado, Sauvik Das

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

Distributed Multi-Agent Coordination Using Multi-Modal Foundation Models

Saaduddin Mahmud, Dorian Benhamou Goldfajn, Shlomo Zilberstein

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

Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review

Rock Yuren Pang, Hope Schroeder, Kynnedy Simone Smith, Solon Barocas, Ziang Xiao, Emily Tseng, Danielle Bragg

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

Comments This is a preprint version of the paper conditionally accepted to CHI'25

LAMS: LLM-Driven Automatic Mode Switching for Assistive Teleoperation

Yiran Tao, Jehan Yang, Dan Ding, Zackory Erickson

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

FLM-101B: An Open LLM and How to Train It with $100K Budget

Xiang Li, Yiqun Yao, Xin Jiang, Xuezhi Fang, Xuying Meng, Siqi Fan, Peng Han, Jing Li, Li Du, Bowen Qin, Zheng Zhang, Aixin Sun, Yequan Wang

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

LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs

LLM-jp, :, Akiko Aizawa, Eiji Aramaki, Bowen Chen, Fei Cheng, Hiroyuki Deguchi, Rintaro Enomoto, Kazuki Fujii, Kensuke Fukumoto, Takuya Fukushima, Namgi Han, Yuto Harada, Chikara Hashimoto, Tatsuya Hiraoka, Shohei Hisada, Sosuke Hosokawa, Lu Jie, Keisuke Kamata, Teruhito Kanazawa, Hiroki Kanezashi, Hiroshi Kataoka, Satoru Katsumata, Daisuke Kawahara, Seiya Kawano, Atsushi Keyaki, Keisuke Kiryu, Hirokazu Kiyomaru, Takashi Kodama, Takahiro Kubo, Yohei Kuga, Ryoma Kumon, Shuhei Kurita, Sadao Kurohashi, Conglong Li, Taiki Maekawa, Hiroshi Matsuda, Yusuke Miyao, Kentaro Mizuki, Sakae Mizuki, Yugo Murawaki, Akim Mousterou, Ryo Nakamura, Taishi Nakamura, Kouta Nakayama, Tomoka Nakazato, Takuro Niitsuma, Jiro Nishitoba, Yusuke Oda, Hayato Ogawa, Takumi Okamoto, Naoaki Okazaki, Yohei Oseki, Shintaro Ozaki, Koki Ryu, Rafal Rzepka, Keisuke Sakaguchi, Shota Sasaki, Satoshi Sekine, Kohei Suda, Saku Sugawara, Issa Sugiura, Hiroaki Sugiyama, Hisami Suzuki, Jun Suzuki, Toyotaro Suzumura, Kensuke Tachibana, Yu Takagi, Kyosuke Takami, Koichi Takeda, Masashi Takeshita, Masahiro Tanaka, Kenjiro Taura, Arseny Tolmachev, Nobuhiro Ueda, Zhen Wan, Shuntaro Yada, Sakiko Yahata, Yuya Yamamoto, Yusuke Yamauchi, Hitomi Yanaka, Rio Yokota, Koichiro Yoshino

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

Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation

Zirong Chen, Elizabeth Chason, Noah Mladenovski, Erin Wilson, Kristin Mullen, Stephen Martini, Meiyi Ma

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

Steering Language Models with Game-Theoretic Solvers

Ian Gemp, Roma Patel, Yoram Bachrach, Marc Lanctot, Vibhavari Dasagi, Luke Marris, Georgios Piliouras, Siqi Liu, Karl Tuyls

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

Comments Code available @ https://github.com/google-deepmind/open_spiel/blob/master/open_spiel/python/games/chat_game.py

Deanthropomorphising NLP: Can a Language Model Be Conscious?

Matthew Shardlow, Piotr Przybyła

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

Smoothie: Label Free Language Model Routing

Neel Guha, Mayee F. Chen, Trevor Chow, Ishan S. Khare, Christopher Ré

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

Comments 24 pages, 8 figures, 11 tables

A Comparative Study of LLM-based ASR and Whisper in Low Resource and Code Switching Scenario

Zheshu Song, Ziyang Ma, Yifan Yang, Jianheng Zhuo, Xie Chen

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

Comments This work hasn't been finished yet

Mediating Modes of Thought: LLM's for design scripting

Moritz Rietschel, Fang Guo, Kyle Steinfeld

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

Comments Published at ACADIA 2024

What can LLM tell us about cities?

Zhuoheng Li, Yaochen Wang, Zhixue Song, Yuqi Huang, Rui Bao, Guanjie Zheng, Zhenhui Jessie Li

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

Universal and Context-Independent Triggers for Precise Control of LLM Outputs

Jiashuo Liang, Guancheng Li, Yang Yu

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

IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons

Dan Shi, Renren Jin, Tianhao Shen, Weilong Dong, Xinwei Wu, Deyi Xiong

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

Comments NeurIPS 2024

AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks

Yifan Zeng, Yiran Wu, Xiao Zhang, Huazheng Wang, Qingyun Wu

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

Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers

Gjergji Kasneci, Enkelejda Kasneci

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

Are Language Models Actually Useful for Time Series Forecasting?

Mingtian Tan, Mike A. Merrill, Vinayak Gupta, Tim Althoff, Thomas Hartvigsen

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

Comments Accepted to NeurIPS 2024 (Spotlight)

Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations

Jiyi Li

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

Comments Accepted in EMNLP 2024

Methods of improving LLM training stability

Oleg Rybakov, Mike Chrzanowski, Peter Dykas, Jinze Xue, Ben Lanir

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

A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system

Ghang Lee, Suhyung Jang, Seokho Hyun

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

Comments In Proceedings of the 41st International Conference of CIB W78. Marrakech, Morocco, 2024

FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text

Zhenyu Xu, Kun Zhang, Victor S. Sheng

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