语言大模型 / LLM

GraphT5: Unified Molecular Graph-Language Modeling via Multi-Modal Cross-Token Attention

Sangyeup Kim, Nayeon Kim, Yinhua Piao, Sun Kim

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

TimeRefine: Temporal Grounding with Time Refining Video LLM

Xizi Wang, Feng Cheng, Ziyang Wang, Huiyu Wang, Md Mohaiminul Islam, Lorenzo Torresani, Mohit Bansal, Gedas Bertasius, David Crandall

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

The 2024 Foundation Model Transparency Index

Rishi Bommasani, Kevin Klyman, Sayash Kapoor, Shayne Longpre, Betty Xiong, Nestor Maslej, Percy Liang

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

Comments Published in TMLR 2025. Project page: https://crfm.stanford.edu/fmti

Language Models Predict Empathy Gaps Between Social In-groups and Out-groups

Yu Hou, Hal Daumé, Rachel Rudinger

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

Comments NAACL 2025

Conditional [MASK] Discrete Diffusion Language Model

Hyukhun Koh, Minha Jhang, Dohyung Kim, Sangmook Lee, Kyomin Jung

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

Less is More: Pre-Training Cross-Lingual Small-Scale Language Models with Cognitively-Plausible Curriculum Learning Strategies

Suchir Salhan, Richard Diehl Martinez, Zébulon Goriely, Paula Buttery

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

Comments BabyLM Shared Task 2024 (Accepted, Poster), co-located in EMNLP 2024

From No to Know: Taxonomy, Challenges, and Opportunities for Negation Understanding in Multimodal Foundation Models

Mayank Vatsa, Aparna Bharati, Surbhi Mittal, Richa Singh

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

Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding

Zhanpeng Chen, Mingxiao Li, Ziyang Chen, Nan Du, Xiaolong Li, Yuexian Zou

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

Estimating the Probabilities of Rare Outputs in Language Models

Gabriel Wu, Jacob Hilton

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

Comments 29 pages, 9 figures

Dual Debiasing: Remove Stereotypes and Keep Factual Gender for Fair Language Modeling and Translation

Tomasz Limisiewicz, David Mareček, Tomáš Musil

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

Mutation-Guided LLM-based Test Generation at Meta

Christopher Foster, Abhishek Gulati, Mark Harman, Inna Harper, Ke Mao, Jillian Ritchey, Hervé Robert, Shubho Sengupta

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

Comments Submitted to FSE 2025 Industry Track

World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models

Ziqiao Ma, Jiayi Pan, Joyce Chai

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

Comments ACL 2023 Outstanding Paper

Advanced ingestion process powered by LLM parsing for RAG system

Arnau Perez, Xavier Vizcaino

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

Comments 12 pages, 3 figures

UOR: Universal Backdoor Attacks on Pre-trained Language Models

Wei Du, Peixuan Li, Boqun Li, Haodong Zhao, Gongshen Liu

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

Comments ACL-Findings 2024

InterPLM: Discovering Interpretable Features in Protein Language Models via Sparse Autoencoders

Elana Simon, James Zou

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

Inducing Group Fairness in Prompt-Based Language Model Decisions

James Atwood, Nino Scherrer, Preethi Lahoti, Ananth Balashankar, Flavien Prost, Ahmad Beirami

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

Gender Bias in LLM-generated Interview Responses

Haein Kong, Yongsu Ahn, Sangyub Lee, Yunho Maeng

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

Comments Accepted to NeurlIPS 2024, SoLaR workshop

Acceptable Use Policies for Foundation Models

Kevin Klyman

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

Comments 10 pages, 2 figures, 2 tables

Journal ref Published in AIES 2024

No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices

Qi Pang, Shengyuan Hu, Wenting Zheng, Virginia Smith

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

PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models

Leonardo Ranaldi, Elena Sofia Ruzzetti, Fabio Massimo Zanzotto

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

Journal ref 2023.ranlp-1.103

Game Plot Design with an LLM-powered Assistant: An Empirical Study with Game Designers

Seyed Hossein Alavi, Weijia Xu, Nebojsa Jojic, Daniel Kennett, Raymond T. Ng, Sudha Rao, Haiyan Zhang, Bill Dolan, Vered Shwartz

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

Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines

Zhixin Zhang, Yiyuan Zhang, Xiaohan Ding, Xiangyu Yue

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

Comments Code is available at https://github.com/cnzzx/VSA

A Phenomenological AI Foundation Model for Physical Signals

Jaime Lien, Laura I. Galindez Olascoaga, Hasan Dogan, Nicholas Gillian, Brandon Barbello, Leonardo Giusti, Ivan Poupyrev

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

STRUX: An LLM for Decision-Making with Structured Explanations

Yiming Lu, Yebowen Hu, Hassan Foroosh, Wei Jin, Fei Liu

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

Comments 10 pages, 7 figures, submitted to NAACL 2025

Can pre-trained language models generate titles for research papers?

Tohida Rehman, Debarshi Kumar Sanyal, Samiran Chattopadhyay

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

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models

Zhengfeng Lai, Vasileios Saveris, Chen Chen, Hong-You Chen, Haotian Zhang, Bowen Zhang, Juan Lao Tebar, Wenze Hu, Zhe Gan, Peter Grasch, Meng Cao, Yinfei Yang

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

Comments CV/ML

Helpful DoggyBot: Open-World Object Fetching using Legged Robots and Vision-Language Models

Qi Wu, Zipeng Fu, Xuxin Cheng, Xiaolong Wang, Chelsea Finn

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

Comments Project website: https://helpful-doggybot.github.io/

Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling

Georgios Pantazopoulos, Malvina Nikandrou, Alessandro Suglia, Oliver Lemon, Arash Eshghi

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

HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs

Adrián Bazaga, Pietro Liò, Gos Micklem

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

Comments EMNLP 2024

Exploring Latent Space for Generating Peptide Analogs Using Protein Language Models

Po-Yu Liang, Xueting Huang, Tibo Duran, Andrew J. Wiemer, Jun Bai

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