语言大模型 / LLM

CorrectBench: Automatic Testbench Generation with Functional Self-Correction using LLMs for HDL Design

Ruidi Qiu, Grace Li Zhang, Rolf Drechsler, Ulf Schlichtmann, Bing Li

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

An Analysis and Mitigation of the Reversal Curse

Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan

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

Comments Accepted by EMNLP 2024 Main. This paper was originally titled "Are We Falling into a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse." The title was revised during the submission to EMNLP, and we are now updating the title for this preprint version

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization

Xingchen Wan, Ruoxi Sun, Hootan Nakhost, Sercan O. Arik

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

Comments Expanded version of the NeurIPS 2024 paper

Do LLMs generate test oracles that capture the actual or the expected program behaviour?

Michael Konstantinou, Renzo Degiovanni, Mike Papadakis

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

IBGP: Imperfect Byzantine Generals Problem for Zero-Shot Robustness in Communicative Multi-Agent Systems

Yihuan Mao, Yipeng Kang, Peilun Li, Ning Zhang, Wei Xu, Chongjie Zhang

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

Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions

Clement Neo, Shay B. Cohen, Fazl Barez

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

Comments Accepted to EMNLP 2024 Main Conference

Diamond of Thought: A Design Thinking-Based Framework for LLMs in Wearable Design

Qiyang Miao, Jiang Xu, Zhihao Song, Chengrui Wang, Yu Cui

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

Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models

Junjie Chu, Zeyang Sha, Michael Backes, Yang Zhang

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

Comments Accepted in EMNLP 2024. 14 pages, 10 figures

Resistance Against Manipulative AI: key factors and possible actions

Piotr Wilczyński, Wiktoria Mieleszczenko-Kowszewicz, Przemysław Biecek

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

Comments Accepted for the 27th European Conference on Artificial Intelligence (ECAI)

A comprehensive study of on-device NLP applications -- VQA, automated Form filling, Smart Replies for Linguistic Codeswitching

Naman Goyal

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

CodeAgent: Autonomous Communicative Agents for Code Review

Xunzhu Tang, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li, Saad Ezzini, Haoye Tian, Jacques Klein, Tegawende F. Bissyande

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

Immersed in my Ideas: Using Virtual Reality and Multimodal Interactions to Visualize Users' Ideas and Thoughts

Yunhao Xing, Jerrick Ban, Timothy D. Hubbard, Michael Villano, Diego Gomez-Zara

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

Comments 24 pages, 6 figures

Collaborative Human-AI Risk Annotation: Co-Annotating Online Incivility with CHAIRA

Jinkyung Katie Park, Rahul Dev Ellezhuthil, Pamela Wisniewski, Vivek Singh

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

Skill-Adpative Imitation Learning for UI Test Reuse

Mengzhou Wu, Hao Wang, Jun Ren, Yuan Cao, Yuetong Li, Alex Jiang, Dezhi Ran, Yitao Hu, Wei Yang, Tao Xie

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

What Is Wrong with My Model? Identifying Systematic Problems with Semantic Data Slicing

Chenyang Yang, Yining Hong, Grace A. Lewis, Tongshuang Wu, Christian Kästner

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

Leveraging LLMs for the Quality Assurance of Software Requirements

Sebastian Lubos, Alexander Felfernig, Thi Ngoc Trang Tran, Damian Garber, Merfat El Mansi, Seda Polat Erdeniz, Viet-Man Le

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

Comments Accepted for publication at the RE@Next! track of RE 2024

Context-aware Code Summary Generation

Chia-Yi Su, Aakash Bansal, Yu Huang, Toby Jia-Jun Li, Collin McMillan

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

Comments 21 pages, 5 figures, preprint under review

You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search

Yanlin Wang, Lianghong Guo, Ensheng Shi, Wenqing Chen, Jiachi Chen, Wanjun Zhong, Menghan Wang, Hui Li, Hongyu Zhang, Ziyu Lyu, Zibin Zheng

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

Comments Accepted at ICSME 2023

LEGENT: Open Platform for Embodied Agents

Zhili Cheng, Zhitong Wang, Jinyi Hu, Shengding Hu, An Liu, Yuge Tu, Pengkai Li, Lei Shi, Zhiyuan Liu, Maosong Sun

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

Comments ACL 2024 System Demonstration

Body of Her: A Preliminary Study on End-to-End Humanoid Agent

Tenglong Ao

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

Comments Technical Report v1; Project Page: https://aubrey-ao.github.io/BodyOfHer

From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection

Syafiq Al Atiiq, Christian Gehrmann, Kevin Dahlén, Karim Khalil

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

EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy

Hamed Hooshangnejad, Xue Feng, Gaofeng Huang, Rui Zhang, Katelyn Kelly, Quan Chen, Kai Ding

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

Independent fact-checking organizations exhibit a departure from political neutrality

Sahajpreet Singh, Sarah Masud, Tanmoy Chakraborty

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

Comments 11 pages, 2 figures

Can Textual Semantics Mitigate Sounding Object Segmentation Preference?

Yaoting Wang, Peiwen Sun, Yuanchao Li, Honggang Zhang, Di Hu

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

Comments Accepted by ECCV2024

Virtual Context: Enhancing Jailbreak Attacks with Special Token Injection

Yuqi Zhou, Lin Lu, Hanchi Sun, Pan Zhou, Lichao Sun

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

Can ChatGPT Pass a Theory of Computing Course?

Matei A. Golesteanu, Garrett B. Vowinkel, Ryan E. Dougherty

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

Comments Accepted to SIGCSE Virtual 2024

Assessing Consensus of Developers' Views on Code Readability

Agnia Sergeyuk, Olga Lvova, Sergey Titov, Anastasiia Serova, Farid Bagirov, Timofey Bryksin

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

Comments 8 pages, 1 figure, accepted to be presented at the PPIG'24 workshop

One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts

Ruochen Wang, Sohyun An, Minhao Cheng, Tianyi Zhou, Sung Ju Hwang, Cho-Jui Hsieh

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

Comments ICML 2024. code available at https://github.com/ruocwang/mixture-of-prompts

Journal ref Proceedings of the 41st International Conference on Machine Learning (ICML), Vienna, Austria, 2024

Block-level Text Spotting with LLMs

Ganesh Bannur, Bharadwaj Amrutur

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

Comments 19 pages, 7 figures

ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Yuanhang Zheng, Peng Li, Wei Liu, Yang Liu, Jian Luan, Bin Wang

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

Comments This paper is accepted for LREC-COLING 2024

Journal ref In Proceedings of LREC-COLING 2024, pages 16263-16273