语言大模型 / LLM - arXivDaily 专题

2403.06326 2024-03-12 cs.CL cs.AI cs.LG 82%

From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification

Fei Wang, Chao Shang, Sarthak Jain, Shuai Wang, Qiang Ning, Bonan Min, Vittorio Castelli, Yassine Benajiba, Dan Roth

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

2402.15017 2024-02-26 cs.LG cs.AI cs.CL 82%

Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning

Zhuoyan Xu, Zhenmei Shi, Junyi Wei, Fangzhou Mu, Yin Li, Yingyu Liang

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

Comments Published at ICLR 2024. 54 pages

2311.03079 2024-02-06 cs.CV 82%

CogVLM: Visual Expert for Pretrained Language Models

Weihan Wang, Qingsong Lv, Wenmeng Yu, Wenyi Hong, Ji Qi, Yan Wang, Junhui Ji, Zhuoyi Yang, Lei Zhao, Xixuan Song, Jiazheng Xu, Bin Xu, Juanzi Li, Yuxiao Dong, Ming Ding, Jie Tang

专题命中其他LLM ：language model(title,abstract)；foundation model(abstract)

2401.16654 2024-01-31 cs.HC 82%

Enabling BLV Developers with LLM-driven Code Debugging

Clark Saben, Prashant Chandrasekar

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

2302.14383 2024-01-12 cs.LG cs.AI cs.CL cs.CV 82%

Linear Spaces of Meanings: Compositional Structures in Vision-Language Models

Matthew Trager, Pramuditha Perera, Luca Zancato, Alessandro Achille, Parminder Bhatia, Stefano Soatto

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

Comments 18 pages, 9 figures, 7 tables

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision 2023 (pp. 15395-15404)

2312.14465 2023-12-25 cs.CV 82%

FM-OV3D: Foundation Model-based Cross-modal Knowledge Blending for Open-Vocabulary 3D Detection

Dongmei Zhang, Chang Li, Ray Zhang, Shenghao Xie, Wei Xue, Xiaodong Xie, Shanghang Zhang

专题命中其他LLM ：foundation model(title,abstract)；language model(abstract)

Comments Accepted by AAAI 2024. Code will be released at https://github.com/dmzhang0425/FM-OV3D.git

2306.04356 2023-12-13 cs.CV 82%

Fine-Grained Visual Prompting

Lingfeng Yang, Yueze Wang, Xiang Li, Xinlong Wang, Jian Yang

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

2311.07587 2023-11-17 cs.CL cs.AI cs.CY cs.LG 82%

Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

C. Daniel Freeman, Laura Culp, Aaron Parisi, Maxwell L Bileschi, Gamaleldin F Elsayed, Alex Rizkowsky, Isabelle Simpson, Alex Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Igor Mordatch, Izzeddin Gur, Jaehoon Lee, JD Co-Reyes, Jeffrey Pennington, Kelvin Xu, Kevin Swersky, Kshiteej Mahajan, Lechao Xiao, Rosanne Liu, Simon Kornblith, Noah Constant, Peter J. Liu, Roman Novak, Yundi Qian, Noah Fiedel, Jascha Sohl-Dickstein

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

2303.10093 2023-11-08 cs.CV cs.AI cs.CL cs.LG 82%

Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection

Kyle Buettner, Adriana Kovashka

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

Comments Accepted at Winter Conference on Applications of Computer Vision (WACV), 2024

2311.00863 2023-11-03 cs.LG cs.AI cs.CL 82%

Training Dynamics of Contextual N-Grams in Language Models

Lucia Quirke, Lovis Heindrich, Wes Gurnee, Neel Nanda

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

Comments Accepted workshop paper at ATTRIB 2023 (@ NeurIPS)

2305.14695 2023-10-30 cs.CL cs.AI cs.LG 82%

A Causal View of Entity Bias in (Large) Language Models

Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen

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

Comments Findings of EMNLP 2023

2310.07106 2023-10-12 cs.CL cs.AI cs.LG q-bio.NC 82%

The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models

Ariel Goldstein, Eric Ham, Mariano Schain, Samuel Nastase, Zaid Zada, Avigail Dabush, Bobbi Aubrey, Harshvardhan Gazula, Amir Feder, Werner K Doyle, Sasha Devore, Patricia Dugan, Daniel Friedman, Roi Reichart, Michael Brenner, Avinatan Hassidim, Orrin Devinsky, Adeen Flinker, Omer Levy, Uri Hasson

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

2310.07008 2023-10-12 cs.CL cs.AI cs.IR cs.LG 82%

Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs

Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko

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

2308.06932 2023-08-15 cs.CR cs.AR 82%

DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection

Sudipta Paria, Aritra Dasgupta, Swarup Bhunia

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

Comments 15 pages, 7 figures, 8 tables

2307.15771 2023-08-01 cs.LG cs.AI cs.CL 82%

The Hydra Effect: Emergent Self-repair in Language Model Computations

Thomas McGrath, Matthew Rahtz, Janos Kramar, Vladimir Mikulik, Shane Legg

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

2307.11779 2023-07-25 cs.CL cs.AI cs.CY cs.LG 82%

The Extractive-Abstractive Axis: Measuring Content "Borrowing" in Generative Language Models

Nedelina Teneva

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

2306.10196 2023-06-21 cs.CL cs.AI cs.FL cs.LG 82%

Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models

Tristan Vanderbruggen, Chunhua Liao, Peter Pirkelbauer, Pei-Hung Lin

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

Comments Submitted to CGO-24

2305.18846 2023-05-31 cs.CL cs.AI cs.LG 82%

Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation

Minki Kang, Jin Myung Kwak, Jinheon Baek, Sung Ju Hwang

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

Comments Preprint. Under review

2212.09803 2023-05-31 cs.CL cs.AI cs.LG 82%

Training Trajectories of Language Models Across Scales

Mengzhou Xia, Mikel Artetxe, Chunting Zhou, Xi Victoria Lin, Ramakanth Pasunuru, Danqi Chen, Luke Zettlemoyer, Ves Stoyanov

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

Comments Accepted to ACL 2023; The code and analysis results are available at https://github.com/xiamengzhou/training_trajectory_analysis

2212.08700 2023-05-29 cs.CL cs.AI cs.LG 82%

Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers

James A. Michaelov, Benjamin K. Bergen

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

Comments Accepted to Findings of ACL 2023

2305.15853 2023-05-26 cs.CL cs.AI cs.LG 82%

Sequential Integrated Gradients: a simple but effective method for explaining language models

Joseph Enguehard

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

Comments Accepted at ACL 2023 Findings

2305.14775 2023-05-25 cs.CL cs.AI cs.LG 82%

Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models

Amirhossein Kazemnejad, Mehdi Rezagholizadeh, Prasanna Parthasarathi, Sarath Chandar

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

2304.08479 2023-04-18 cs.CV 82%

Towards Robust Prompts on Vision-Language Models

Jindong Gu, Ahmad Beirami, Xuezhi Wang, Alex Beutel, Philip Torr, Yao Qin

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

2304.04052 2023-04-11 cs.CL cs.AI cs.LG 82%

Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder

Zihao Fu, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier

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

2303.11732 2023-03-22 cs.CV 82%

Multi-modal Prompting for Low-Shot Temporal Action Localization

Chen Ju, Zeqian Li, Peisen Zhao, Ya Zhang, Xiaopeng Zhang, Qi Tian, Yanfeng Wang, Weidi Xie

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

2303.02939 2023-03-09 eess.AS cs.SD 82%

FoundationTTS: Text-to-Speech for ASR Customization with Generative Language Model

Ruiqing Xue, Yanqing Liu, Lei He, Xu Tan, Linquan Liu, Edward Lin, Sheng Zhao

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

2302.09865 2023-03-08 cs.CL cs.AI cs.LG 82%

Can discrete information extraction prompts generalize across language models?

Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni

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

Comments Published as conference paper at ICLR 2023

2212.07769 2023-02-21 cs.CL cs.AI cs.LG 82%

CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models

Lorenz Kuhn, Yarin Gal, Sebastian Farquhar

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

2302.08583 2023-02-20 eess.AS cs.AI cs.CL cs.LG cs.SD 82%

JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition

Zhong Meng, Weiran Wang, Rohit Prabhavalkar, Tara N. Sainath, Tongzhou Chen, Ehsan Variani, Yu Zhang, Bo Li, Andrew Rosenberg, Bhuvana Ramabhadran

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

Comments 5 pages, 3 figures, in ICASSP 2023

Journal ref 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes island, Greece

2207.01206 2023-02-09 cs.CL cs.AI cs.LG 82%

WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Shunyu Yao, Howard Chen, John Yang, Karthik Narasimhan

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

Comments Project page with code, data, demos: https://webshop-pnlp.github.io. v3 is NeurIPS camera ready version. v4 fixes the choice oracle result as per https://github.com/princeton-nlp/WebShop/issues/15

1. 其他LLM 12169 篇

From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification

Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning

CogVLM: Visual Expert for Pretrained Language Models

Enabling BLV Developers with LLM-driven Code Debugging

Linear Spaces of Meanings: Compositional Structures in Vision-Language Models

FM-OV3D: Foundation Model-based Cross-modal Knowledge Blending for Open-Vocabulary 3D Detection

Fine-Grained Visual Prompting

Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection

Training Dynamics of Contextual N-Grams in Language Models

A Causal View of Entity Bias in (Large) Language Models

The Temporal Structure of Language Processing in the Human Brain Corresponds to The Layered Hierarchy of Deep Language Models

Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs

DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection

The Hydra Effect: Emergent Self-repair in Language Model Computations

The Extractive-Abstractive Axis: Measuring Content "Borrowing" in Generative Language Models

Structured Thoughts Automaton: First Formalized Execution Model for Auto-Regressive Language Models

Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation

Training Trajectories of Language Models Across Scales

Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers

Sequential Integrated Gradients: a simple but effective method for explaining language models

Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models

Towards Robust Prompts on Vision-Language Models

Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder

Multi-modal Prompting for Low-Shot Temporal Action Localization

FoundationTTS: Text-to-Speech for ASR Customization with Generative Language Model

Can discrete information extraction prompts generalize across language models?

CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models

JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition

WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents