语言大模型 / LLM - arXivDaily 专题

2402.09091 2024-08-22 cs.CR cs.AI cs.HC 79%

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues

Zhiyuan Chang, Mingyang Li, Yi Liu, Junjie Wang, Qing Wang, Yang Liu

专题命中其他LLM ：LLM(title,abstract)；分类 cs.AI

Comments 13 pages, 6 figures

Journal ref The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

2402.02047 2024-08-22 cs.SE cs.LG 79%

Calibration and Correctness of Language Models for Code

Claudio Spiess, David Gros, Kunal Suresh Pai, Michael Pradel, Md Rafiqul Islam Rabin, Amin Alipour, Susmit Jha, Prem Devanbu, Toufique Ahmed

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

Comments Published in ICSE'25

2408.09459 2024-08-20 cs.CL cs.IR 79%

WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language Models

Guitao Chen, Yunshen Wang, Hongye Sun, Guang Chen

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

Comments ECAI 2024

2406.04988 2024-08-05 cs.CL 79%

Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences

Patrick Haller, Lena S. Bolliger, Lena A. Jäger

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

Comments ACL 2024 Findings

2308.15419 2024-08-01 cs.CL 79%

Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability

Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen

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

Comments Accepted to TACL (pre-MIT Press version)

2407.08422 2024-07-30 cs.CR cs.AI 79%

On the (In)Security of LLM App Stores

Xinyi Hou, Yanjie Zhao, Haoyu Wang

专题命中其他LLM ：LLM(title,abstract)；分类 cs.AI

2404.14721 2024-07-30 cs.LG 79%

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning

Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu, Hanzi Wang

专题命中其他LLM ：prompting(title,abstract)；分类 cs.LG

Comments Accepted by IJCAI 2024

2407.09043 2024-07-24 cs.AI 79%

Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models

Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun

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

Comments CIKM 2024 / ACL 2024 Workshop on Languages and Molecule

2407.15695 2024-07-23 cs.HC cs.CL 79%

Supporting the Digital Autonomy of Elders Through LLM Assistance

Jesse Roberts, Lindsey Roberts, Alice Reed

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

2407.15459 2024-07-23 cs.CL cond-mat.mtrl-sci 79%

Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval

Daeun Lee, Jaewoong Choi, Hiroshi Mizuseki, Byungju Lee

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

2407.14088 2024-07-22 cs.CL 79%

Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation

Joy Mahapatra, Utpal Garain

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

Comments 30 pages

2405.06134 2024-07-18 cs.CL cs.SD eess.AS 79%

Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models

Vyas Raina, Rao Ma, Charles McGhee, Kate Knill, Mark Gales

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.CL

2407.10993 2024-07-17 cs.CL cs.GR 79%

The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents

Sinan Sonlu, Bennie Bendiksen, Funda Durupinar, Uğur Güdükbay

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

Comments 15 pages, 4 figures, 3 tables

2407.10331 2024-07-16 cs.RO cs.LG cs.SY eess.SY 79%

3D Foundation Models Enable Simultaneous Geometry and Pose Estimation of Grasped Objects

Weiming Zhi, Haozhan Tang, Tianyi Zhang, Matthew Johnson-Roberson

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.LG

2312.09187 2024-07-16 cs.LG 79%

Vision-Language Models as a Source of Rewards

Kate Baumli, Satinder Baveja, Feryal Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Hussain Masoom, Kay McKinney, Volodymyr Mnih, Alexander Neitz, Dmitry Nikulin, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker, Stephen Spencer, Richie Steigerwald, Luyu Wang, Lei Zhang

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

Comments 10 pages, 5 figures

2407.04868 2024-07-09 cs.AI cs.SE 79%

Looking into Black Box Code Language Models

Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron

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

2407.00637 2024-07-02 cs.CL 79%

DP-MLM: Differentially Private Text Rewriting Using Masked Language Models

Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes

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

Comments 15 pages, 2 figures, 8 tables. Accepted to ACL 2024 (Findings)

2406.18702 2024-06-28 cs.HC cs.CL 79%

Simulating The U.S. Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship

Zachary R. Baker, Zarif L. Azher

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

2406.13556 2024-06-21 cs.CL 79%

Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models

Yi Zhou, Danushka Bollegala, Jose Camacho-Collados

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

2406.11661 2024-06-21 cs.CL 79%

Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting

Sagnik Mukherjee, Muhammad Farid Adilazuarda, Sunayana Sitaram, Kalika Bali, Alham Fikri Aji, Monojit Choudhury

专题命中其他LLM ：prompting(title,abstract)；分类 cs.CL

2402.07398 2024-06-21 cs.AI 79%

VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization

Dongsheng Zhu, Xunzhu Tang, Weidong Han, Jinghui Lu, Yukun Zhao, Guoliang Xing, Junfeng Wang, Dawei Yin

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

Comments Accepted to NAACL2024 main conference

2406.13294 2024-06-21 cs.MM cs.LG 79%

Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens

Xikang Yang, Xuehai Tang, Fuqing Zhu, Jizhong Han, Songlin Hu

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

Comments 13 pages

2406.12611 2024-06-19 cs.SD cs.CL eess.AS 79%

Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting

Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe

专题命中其他LLM ：prompting(title,abstract)；分类 cs.CL

Comments Accepted by INTERSPEECH 2024

2405.19222 2024-06-19 cs.CL 79%

Lower Bounds on the Expressivity of Recurrent Neural Language Models

Anej Svete, Franz Nowak, Anisha Mohamed Sahabdeen, Ryan Cotterell

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

2402.11114 2024-06-19 cs.CL cs.CY cs.SI 79%

Whose Emotions and Moral Sentiments Do Language Models Reflect?

Zihao He, Siyi Guo, Ashwin Rao, Kristina Lerman

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

2311.17095 2024-06-18 cs.CV cs.AI 79%

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models

Jiayun Luo, Siddhesh Khandelwal, Leonid Sigal, Boyang Li

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

Comments Accepted to CVPR 2024; Earlier version of this paper contained an unintentional error stemming from a bug in the code. This version corrects this error, which had to do with filtering of class names. In consultation with CVPR Program Chairs it was suggested errata be submitted as the updated (fixed) code reinforced original findings (albeit with slightly different final numbers)

2403.12995 2024-06-14 q-bio.BM cs.CE cs.LG 79%

ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling

Kangjie Zheng, Siyu Long, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou

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

Comments ICML2024 camera-ready, update some experimental results, add github url, fix some typos

2406.02009 2024-06-13 eess.AS cs.CL cs.SD 79%

Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis

Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Nguyen Trung Hieu, Jia Qi Yip, Bin Ma

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

Comments Accepted by Interspeech 2024

2311.07497 2024-06-13 cs.CL 79%

Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structure

David Arps, Laura Kallmeyer, Younes Samih, Hassan Sajjad

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

Comments NAACL 2024. Our software is available at https://github.com/davidarps/spud

2309.07648 2024-06-11 eess.AS cs.CL cs.SD 79%

Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer

Peng Wang, Yifan Yang, Zheng Liang, Tian Tan, Shiliang Zhang, Xie Chen

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

Comments Accepted in INTERSPEECH 2024

1. 其他LLM 12193 篇

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues

Calibration and Correctness of Language Models for Code

WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language Models

Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences

Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability

On the (In)Security of LLM App Stores

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning

Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models

Supporting the Digital Autonomy of Elders Through LLM Assistance

Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval

Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation

Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models

The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents

3D Foundation Models Enable Simultaneous Geometry and Pose Estimation of Grasped Objects

Vision-Language Models as a Source of Rewards

Looking into Black Box Code Language Models

DP-MLM: Differentially Private Text Rewriting Using Masked Language Models

Simulating The U.S. Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship

Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models

Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting

VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization

Enhancing Cross-Prompt Transferability in Vision-Language Models through Contextual Injection of Target Tokens

Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting

Lower Bounds on the Expressivity of Recurrent Neural Language Models

Whose Emotions and Moral Sentiments Do Language Models Reflect?

Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models

ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling

Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis

Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structure

Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural Transducer