语言大模型 / LLM

Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and Alignment

Max Wilcoxson, Morten Svendgård, Ria Doshi, Dylan Davis, Reya Vir, Anant Sahai

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

Comments ICML Workshop on In-Context Learning

Coupling Speech Encoders with Downstream Text Models

Ciprian Chelba, Johan Schalkwyk

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

Less is More: Sparse Watermarking in LLMs with Enhanced Text Quality

Duy C. Hoang, Hung T. Q. Le, Rui Chu, Ping Li, Weijie Zhao, Yingjie Lao, Khoa D. Doan

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

LionGuard: Building a Contextualized Moderation Classifier to Tackle Localized Unsafe Content

Jessica Foo, Shaun Khoo

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

Comments Preprint

MATE: Meet At The Embedding -- Connecting Images with Long Texts

Young Kyun Jang, Junmo Kang, Yong Jae Lee, Donghyun Kim

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

Temperature-scaling surprisal estimates improve fit to human reading times -- but does it do so for the "right reasons"?

Tong Liu, Iza Škrjanec, Vera Demberg

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

Comments ACL 2024

Farsight: Fostering Responsible AI Awareness During AI Application Prototyping

Zijie J. Wang, Chinmay Kulkarni, Lauren Wilcox, Michael Terry, Michael Madaio

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

Comments Accepted to CHI 2024 (Best Paper, Honorable Mention). 40 pages, 19 figures, 5 tables. For a demo video, see https://youtu.be/BlSFbGkOlHk. For a live demo, visit https://PAIR-code.github.io/farsight. The source code is available at https://github.com/PAIR-code/farsight

Generative AI to Generate Test Data Generators

Benoit Baudry, Khashayar Etemadi, Sen Fang, Yogya Gamage, Yi Liu, Yuxin Liu, Martin Monperrus, Javier Ron, André Silva, Deepika Tiwari

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

Journal ref IEEE Software, 2024

Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction

Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu

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

Comments 9 pages, 3 figures, ACL24 accepted

Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction

Sijia Wang, Lifu Huang

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

Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding

Yuu Jinnai, Ukyo Honda, Tetsuro Morimura, Peinan Zhang

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

Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs

Fan Liu, Zhao Xu, Hao Liu

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

From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation

Ali Malik, Stephen Mayhew, Chris Piech, Klinton Bicknell

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

Journal ref In Findings of the Association for Computational Linguistics (ACL 2024)

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation

Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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

Should agentic conversational AI change how we think about ethics? Characterising an interactional ethics centred on respect

Lize Alberts, Geoff Keeling, Amanda McCroskery

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

Automated Conversion of Static to Dynamic Scheduler via Natural Language

Paul Mingzheng Tang, Kenji Kah Hoe Leong, Nowshad Shaik, Hoong Chuin Lau

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 (excluding appendix), 10 figures, 3 tables

Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides

Kaikai An, Fangkai Yang, Junting Lu, Liqun Li, Zhixing Ren, Hao Huang, Lu Wang, Pu Zhao, Yu Kang, Hua Ding, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

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

One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations

Yoonjoo Lee, Kihoon Son, Tae Soo Kim, Jisu Kim, John Joon Young Chung, Eytan Adar, Juho Kim

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 FAccT 2024

Reverse Training to Nurse the Reversal Curse

Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar

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

All in How You Ask for It: Simple Black-Box Method for Jailbreak Attacks

Kazuhiro Takemoto

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

Comments 12 pages, 4 figures, 3 tables

Journal ref Appl. Sci. 14, 3558 (2024)

VAL: Interactive Task Learning with GPT Dialog Parsing

Lane Lawley, Christopher J. MacLellan

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

Comments Paper was accepted for publication in Proceedings of the CHI Conference on Human Factors in Computing Systems (CHI '24), May 11-16, 2024, Honolulu, HI, USA. ACM, New York, NY, USA, 18 pages

Rectifying Demonstration Shortcut in In-Context Learning

Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu

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

Comments NAACL 2024

WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers

Yuexi Chen, Zhicheng Liu

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

Comments The Third Workshop on Intelligent and Interactive Writing Assistants (In2Writing) at CHI 2024

Multicalibration for Confidence Scoring in LLMs

Gianluca Detommaso, Martin Bertran, Riccardo Fogliato, Aaron Roth

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

Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text

Mazal Bethany, Brandon Wherry, Emet Bethany, Nishant Vishwamitra, Anthony Rios, Peyman Najafirad

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

LLMs as Compiler for Arabic Programming Language

Serry Sibaee, Omar Najar, Lahouri Ghouti, Anis Koubaa

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

Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes

Yosuke Miyanishi, Minh Le Nguyen

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 LREC-COLING 2024

Defending Against Indirect Prompt Injection Attacks With Spotlighting

Keegan Hines, Gary Lopez, Matthew Hall, Federico Zarfati, Yonatan Zunger, Emre Kiciman

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

Prompt Mining for Language-based Human Mobility Forecasting

Hao Xue, Tianye Tang, Ali Payani, Flora D. Salim

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

Driving Generative Agents With Their Personality

Lawrence J. Klinkert, Stephanie Buongiorno, Corey Clark

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

Comments 9 Pages, 4 figures, Draft