语言大模型 / LLM - arXivDaily 专题

2410.15367 2024-11-12 q-bio.QM q-bio.GN 82%

DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases

Ali Saadat, Jacques Fellay

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

Journal ref ACL LangMol workshop (2024)

2403.10691 2024-11-12 cs.CL cs.AI cs.LG 82%

MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling

Tomasz Limisiewicz, Terra Blevins, Hila Gonen, Orevaoghene Ahia, Luke Zettlemoyer

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

Comments Published at ACL 2024

2411.05328 2024-11-11 cs.SI 82%

Content Quality vs. Attention Allocation: An LLM-Based Case Study in Peer-to-peer Mental Health Networks

Teng Ye, Hanson Yan, Xuhuan Huang, Connor Grogan, Walter Yuan, Qiaozhu Mei, Matthew O. Jackson

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

Comments 9 pages, 6 figures

2407.05600 2024-10-29 cs.CV 82%

GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

Zhenyu Wang, Aoxue Li, Zhenguo Li, Xihui Liu

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

Comments NeurIPS 2024 Spotlight

2310.03084 2024-10-16 cs.CL cs.AI cs.LG 82%

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models

Deniz Bayazit, Negar Foroutan, Zeming Chen, Gail Weiss, Antoine Bosselut

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

Comments EMNLP 2024

2407.06946 2024-10-11 cs.CL cs.AI cs.LG 82%

Self-Recognition in Language Models

Tim R. Davidson, Viacheslav Surkov, Veniamin Veselovsky, Giuseppe Russo, Robert West, Caglar Gulcehre

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

Comments Accepted to EMNLP 2024, code to reproduce experiments and replicate findings available at https://github.com/trdavidson/self-recognition

2405.16153 2024-10-01 cs.CL cs.AI cs.LG 82%

DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries

Xiaodong Liu

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

2409.08381 2024-09-16 cs.CV cs.AI cs.CL cs.LG cs.MM 82%

Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations

Samyak Rawlekar, Shubhang Bhatnagar, Narendra Ahuja

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

2409.00151 2024-09-04 cs.CL cs.AI cs.LG eess.AS 82%

Speaker Tagging Correction With Non-Autoregressive Language Models

Grigor Kirakosyan, Davit Karamyan

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

Comments 6 pages, 7 tables

2408.06721 2024-08-14 cs.CV 82%

Response Wide Shut: Surprising Observations in Basic Vision Language Model Capabilities

Shivam Chandhok, Wan-Cyuan Fan, Leonid Sigal

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

Comments Under Submission

2403.09635 2024-07-19 cs.CL cs.AI cs.CV cs.LG 82%

Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models

Akhil Kedia, Mohd Abbas Zaidi, Sushil Khyalia, Jungho Jung, Harshith Goka, Haejun Lee

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

Comments Accepted at ICML 2024. Source code is available at https://github.com/akhilkedia/TranformersGetStable. Akhil Kedia, Mohd Abbas Zaidi, Sushil Khyalia equal contribution

2407.04362 2024-07-08 cs.CV cs.HC 82%

Towards Context-aware Support for Color Vision Deficiency: An Approach Integrating LLM and AR

Shogo Morita, Yan Zhang, Takuto Yamauchi, Sinan Chen, Jialong Li, Kenji Tei

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

2404.14994 2024-06-21 cs.CL cs.AI cs.CC cs.FL cs.LG 82%

Transformers Can Represent $n$-gram Language Models

Anej Svete, Ryan Cotterell

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

2406.11978 2024-06-19 cs.CL cs.AI cs.LG 82%

Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner

Kenneth Li, Yiming Wang, Fernanda Viégas, Martin Wattenberg

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

Comments Code: https://github.com/likenneth/dialogue_action_token

2406.10256 2024-06-18 cs.CL cs.AI cs.LG 82%

Explicit Word Density Estimation for Language Modelling

Jovan Andonov, Octavian Ganea, Paulina Grnarova, Gary Bécigneul, Thomas Hofmann

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

Comments Master's thesis

2406.06599 2024-06-12 cs.CL cs.AI cs.CY cs.HC cs.IR cs.LG 82%

Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners

Abigail Gurin Schleifer, Beata Beigman Klebanov, Moriah Ariely, Giora Alexandron

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

Comments 9 pages (not including bibliography), Appendix and 10 tables. Accepted to the 19th Workshop on Innovative Use of NLP for Building Educational Applications, Co-located with NAACL 2024

2406.03907 2024-06-07 cs.CV 82%

Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following

Anshul Gupta, Pierre Vuillecard, Arya Farkhondeh, Jean-Marc Odobez

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

Comments Accepted at the GAZE Workshop at CVPR 2024

2305.12798 2024-06-07 cs.CL cs.AI cs.LG 82%

Word Embeddings Are Steers for Language Models

Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek Abdelzaher, Heng Ji

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

Comments ACL 2024 Long Paper, 9 pages, 3 figures

2306.09244 2024-06-05 cs.CV 82%

Text Promptable Surgical Instrument Segmentation with Vision-Language Models

Zijian Zhou, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Miaojing Shi

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

Comments NeurIPS 2023

Journal ref https://proceedings.neurips.cc/paper_files/paper/2023/hash/5af741d487c5f0b08bfe56e11d1883e4-Abstract-Conference.html

2401.07105 2024-06-04 cs.CL cs.AI cs.LG 82%

Graph Language Models

Moritz Plenz, Anette Frank

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

Comments Accepted at ACL 2024. 9 pages, 10 figures, 9 tables

2403.19521 2024-05-27 cs.CL cs.AI cs.LG 82%

Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models

Ang Lv, Yuhan Chen, Kaiyi Zhang, Yulong Wang, Lifeng Liu, Ji-Rong Wen, Jian Xie, Rui Yan

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

2404.17025 2024-04-29 cs.HC 82%

How Does Conversation Length Impact User's Satisfaction? A Case Study of Length-Controlled Conversations with LLM-Powered Chatbots

Shih-Hong Huang, Ya-Fang Lin, Zeyu He, Chieh-Yang Huang, Ting-Hao 'Kenneth' Huang

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

2404.11998 2024-04-19 cs.CV 82%

Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation

Qiyuan Dai, Sibei Yang

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

Comments Accepted to CVPR 2024

2404.09705 2024-04-16 cs.RO 82%

Enhancing Robot Explanation Capabilities through Vision-Language Models: a Preliminary Study by Interpreting Visual Inputs for Improved Human-Robot Interaction

David Sobrín-Hidalgo, Miguel Ángel González-Santamarta, Ángel Manuel Guerrero-Higueras, Francisco Javier Rodríguez-Lera, Vicente Matellán-Olivera

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

Comments 5 pages, 4 figures. This paper is a preprint of an article submitted to the Robot Trust for Symbiotic Societies (RTSS) workshop (ICRA 2024)

2404.06194 2024-04-11 cs.CV 82%

Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection

Ting Lei, Shaofeng Yin, Yang Liu

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

2310.14122 2024-04-03 cs.IR 82%

Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels

Honglei Zhuang, Zhen Qin, Kai Hui, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky

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

Comments NAACL 2024; 13 pages

2310.05884 2024-03-26 cs.LG cs.AI cs.CL 82%

A Meta-Learning Perspective on Transformers for Causal Language Modeling

Xinbo Wu, Lav R. Varshney

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

2403.14443 2024-03-22 cs.AI cs.CL cs.GT cs.LG cs.MA cs.SI 82%

Language Models Can Reduce Asymmetry in Information Markets

Nasim Rahaman, Martin Weiss, Manuel Wüthrich, Yoshua Bengio, Li Erran Li, Chris Pal, Bernhard Schölkopf

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

2403.12415 2024-03-20 cs.CV cs.HC 82%

VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation

Hao Wang, Jiayou Qin, Ashish Bastola, Xiwen Chen, John Suchanek, Zihao Gong, Abolfazl Razi

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

2403.06593 2024-03-12 cs.CY 82%

Authorship and the Politics and Ethics of LLM Watermarks

Tim Räz

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

Comments 25 pages. Comments welcome

1. 其他LLM 12169 篇

DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases

MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling

Content Quality vs. Attention Allocation: An LLM-Based Case Study in Peer-to-peer Mental Health Networks

GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

Discovering Knowledge-Critical Subnetworks in Pretrained Language Models

Self-Recognition in Language Models

DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries

Rethinking Prompting Strategies for Multi-Label Recognition with Partial Annotations

Speaker Tagging Correction With Non-Autoregressive Language Models

Response Wide Shut: Surprising Observations in Basic Vision Language Model Capabilities

Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models

Towards Context-aware Support for Color Vision Deficiency: An Approach Integrating LLM and AR

Transformers Can Represent $n$-gram Language Models

Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner

Explicit Word Density Estimation for Language Modelling

Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners

Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following

Word Embeddings Are Steers for Language Models

Text Promptable Surgical Instrument Segmentation with Vision-Language Models

Graph Language Models

Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models

How Does Conversation Length Impact User's Satisfaction? A Case Study of Length-Controlled Conversations with LLM-Powered Chatbots

Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation

Enhancing Robot Explanation Capabilities through Vision-Language Models: a Preliminary Study by Interpreting Visual Inputs for Improved Human-Robot Interaction

Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection

Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels

A Meta-Learning Perspective on Transformers for Causal Language Modeling

Language Models Can Reduce Asymmetry in Information Markets

VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation

Authorship and the Politics and Ethics of LLM Watermarks