语言大模型 / LLM - arXivDaily 专题

2312.01037 2024-08-12 cs.LG cs.AI cs.CL 82%

Eliciting Latent Knowledge from Quirky Language Models

Alex Mallen, Madeline Brumley, Julia Kharchenko, Nora Belrose

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments COLM 2024

2305.11169 2024-08-06 cs.LG cs.AI cs.CL cs.PL 82%

Emergent Representations of Program Semantics in Language Models Trained on Programs

Charles Jin, Martin Rinard

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ICML 2024

Journal ref PMLR 235:22160-22184, 2024

2404.17100 2024-08-02 cs.CV 82%

Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting

Yuanyuan Liu, Yuxuan Huang, Shuyang Liu, Yibing Zhan, Zijing Chen, Zhe Chen

专题命中知识编辑与模型理解：prompting(title,abstract)；language model(abstract)

Comments Accepted by ACM MM2024

2407.16908 2024-07-25 cs.CL cs.AI cs.LG 82%

Generation Constraint Scaling Can Mitigate Hallucination

Georgios Kollias, Payel Das, Subhajit Chaudhury

专题命中知识编辑与模型理解：large language model(abstract,comments)；language model(abstract,comments)；LLM(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 7 pages; accepted at ICML 2024 Workshop on Large Language Models and Cognition

2407.08811 2024-07-15 eess.IV cs.CV 82%

CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting

Naman Sharma

专题命中知识编辑与模型理解：language model(title,abstract)；language agent(abstract)

Comments Supervised by Professor Ben Glocker

2404.03118 2024-06-26 cs.CV 82%

LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models

Gabriela Ben Melech Stan, Estelle Aflalo, Raanan Yehezkel Rohekar, Anahita Bhiwandiwalla, Shao-Yen Tseng, Matthew Lyle Olson, Yaniv Gurwicz, Chenfei Wu, Nan Duan, Vasudev Lal

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)

2406.08572 2024-06-14 cs.CV 82%

LLM-assisted Concept Discovery: Automatically Identifying and Explaining Neuron Functions

Nhat Hoang-Xuan, Minh Vu, My T. Thai

专题命中知识编辑与模型理解：LLM(title)；large language model(abstract)；language model(abstract)

2402.10412 2024-06-10 cs.CL cs.AI cs.LG 82%

Measuring and Reducing LLM Hallucination without Gold-Standard Answers

Jiaheng Wei, Yuanshun Yao, Jean-Francois Ton, Hongyi Guo, Andrew Estornell, Yang Liu

专题命中知识编辑与模型理解：LLM(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Paper Under Review

2402.01345 2024-05-16 cs.CV cs.AI cs.CL cs.LG 82%

Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models

Zongbo Han, Zechen Bai, Haiyang Mei, Qianli Xu, Changqing Zhang, Mike Zheng Shou

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2404.10136 2024-04-17 cs.CL cs.AI cs.LG 82%

Language Model Cascades: Token-level uncertainty and beyond

Neha Gupta, Harikrishna Narasimhan, Wittawat Jitkrittum, Ankit Singh Rawat, Aditya Krishna Menon, Sanjiv Kumar

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2404.08636 2024-04-15 cs.CV 82%

Probing the 3D Awareness of Visual Foundation Models

Mohamed El Banani, Amit Raj, Kevis-Kokitsi Maninis, Abhishek Kar, Yuanzhen Li, Michael Rubinstein, Deqing Sun, Leonidas Guibas, Justin Johnson, Varun Jampani

专题命中知识编辑与模型理解：foundation model(title,abstract)；pretraining(abstract)

Comments Accepted to CVPR 2024. Project page: https://github.com/mbanani/probe3d

2403.19837 2024-04-12 cs.LG cs.AI cs.CL cs.CV cs.LO 82%

Concept-based Analysis of Neural Networks via Vision-Language Models

Ravi Mangal, Nina Narodytska, Divya Gopinath, Boyue Caroline Hu, Anirban Roy, Susmit Jha, Corina Pasareanu

专题命中知识编辑与模型理解：language model(title)；foundation model(abstract)；分类 cs.CL、cs.AI、cs.LG

2402.12865 2024-02-21 cs.CL cs.AI cs.LG 82%

Backward Lens: Projecting Language Model Gradients into the Vocabulary Space

Shahar Katz, Yonatan Belinkov, Mor Geva, Lior Wolf

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2402.10978 2024-02-20 cs.LG cs.AI cs.CL 82%

Language Models with Conformal Factuality Guarantees

Christopher Mohri, Tatsunori Hashimoto

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2309.16042 2024-01-18 cs.LG cs.AI cs.CL 82%

Towards Best Practices of Activation Patching in Language Models: Metrics and Methods

Fred Zhang, Neel Nanda

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 27 pages. ICLR 2024

2311.17618 2023-12-04 cs.CV 82%

ShapeGPT: 3D Shape Generation with A Unified Multi-modal Language Model

Fukun Yin, Xin Chen, Chi Zhang, Biao Jiang, Zibo Zhao, Jiayuan Fan, Gang Yu, Taihao Li, Tao Chen

专题命中知识编辑与模型理解：language model(title,abstract)；large language model(abstract)

2311.05729 2023-11-13 cs.CV 82%

GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning

Guangyue Xu, Joyce Chai, Parisa Kordjamshidi

专题命中知识编辑与模型理解：prompting(title,abstract)；language model(abstract)

Comments WACV24

2305.00586 2023-11-03 cs.CL cs.AI cs.LG 82%

How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model

Michael Hanna, Ollie Liu, Alexandre Variengien

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS 2023

2310.14993 2023-10-24 cs.LG cs.AI cs.CL 82%

Understanding the Inner Workings of Language Models Through Representation Dissimilarity

Davis Brown, Charles Godfrey, Nicholas Konz, Jonathan Tu, Henry Kvinge

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments EMNLP 2023 (main)

2306.05077 2023-06-09 cs.CL cs.AI cs.LG 82%

Improving Language Model Integration for Neural Machine Translation

Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments accepted at ACL2023 (Findings)

2305.13073 2023-05-30 cs.CL cs.AI cs.DB cs.LG 82%

Text-to-SQL Error Correction with Language Models of Code

Ziru Chen, Shijie Chen, Michael White, Raymond Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ACL 2023 Short Paper

2206.04624 2023-03-03 cs.CL cs.AI cs.CY cs.LG 82%

Factuality Enhanced Language Models for Open-Ended Text Generation

Nayeon Lee, Wei Ping, Peng Xu, Mostofa Patwary, Pascale Fung, Mohammad Shoeybi, Bryan Catanzaro

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS 2022

2203.16634 2022-12-07 cs.CL cs.AI cs.LG 82%

Transformer Language Models without Positional Encodings Still Learn Positional Information

Adi Haviv, Ori Ram, Ofir Press, Peter Izsak, Omer Levy

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Findings of EMNLP 2022

2206.11719 2022-09-13 cs.CL cs.AI cs.LG cs.PL cs.SE 82%

AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models

José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari Sahraoui

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2108.11193 2022-06-09 cs.CL cs.AI cs.LG 82%

Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens

Itay Itzhak, Omer Levy

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NAACL 2022

2202.10419 2022-05-24 cs.CL cs.AI cs.LG 82%

Interpreting Language Models with Contrastive Explanations

Kayo Yin, Graham Neubig

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2110.02058 2022-03-14 cs.CL cs.AI cs.LG 82%

Interactively Providing Explanations for Transformer Language Models

Felix Friedrich, Patrick Schramowski, Christopher Tauchmann, Kristian Kersting

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2104.05837 2021-09-13 cs.CL cs.AI cs.LG 82%

Relational World Knowledge Representation in Contextual Language Models: A Review

Tara Safavi, Danai Koutra

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments EMNLP 2021

2106.01950 2021-06-04 cs.CL cs.AI cs.LG 82%

The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models

Ulme Wennberg, Gustav Eje Henter

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 11 pages, 8 figures, Accepted to ACL 2021

1909.04625 2019-09-11 cs.CL cs.AI cs.LG 82%

Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study

Aixiu An, Peng Qian, Ethan Wilcox, Roger Levy

专题命中知识编辑与模型理解：language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments To appear at EMNLP 2019

1. 知识编辑与模型理解 7550 篇

Eliciting Latent Knowledge from Quirky Language Models

Emergent Representations of Program Semantics in Language Models Trained on Programs

Open-Set Video-based Facial Expression Recognition with Human Expression-sensitive Prompting

Generation Constraint Scaling Can Mitigate Hallucination

CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting

LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models

LLM-assisted Concept Discovery: Automatically Identifying and Explaining Neuron Functions

Measuring and Reducing LLM Hallucination without Gold-Standard Answers

Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models

Language Model Cascades: Token-level uncertainty and beyond

Probing the 3D Awareness of Visual Foundation Models

Concept-based Analysis of Neural Networks via Vision-Language Models

Backward Lens: Projecting Language Model Gradients into the Vocabulary Space

Language Models with Conformal Factuality Guarantees

Towards Best Practices of Activation Patching in Language Models: Metrics and Methods

ShapeGPT: 3D Shape Generation with A Unified Multi-modal Language Model

GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning

How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model

Understanding the Inner Workings of Language Models Through Representation Dissimilarity

Improving Language Model Integration for Neural Machine Translation

Text-to-SQL Error Correction with Language Models of Code

Factuality Enhanced Language Models for Open-Ended Text Generation

Transformer Language Models without Positional Encodings Still Learn Positional Information

AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models

Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens

Interpreting Language Models with Contrastive Explanations

Interactively Providing Explanations for Transformer Language Models

Relational World Knowledge Representation in Contextual Language Models: A Review

The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models

Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study