语言大模型 / LLM

CodeNav: Beyond tool-use to using real-world codebases with LLM agents

Tanmay Gupta, Luca Weihs, Aniruddha Kembhavi

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

Robust Distortion-free Watermarks for Language Models

Rohith Kuditipudi, John Thickstun, Tatsunori Hashimoto, Percy Liang

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

Comments reformatting of camera-ready version accepted to TMLR, with minor edits to introduction

The Embodied World Model Based on LLM with Visual Information and Prediction-Oriented Prompts

Wakana Haijima, Kou Nakakubo, Masahiro Suzuki, Yutaka Matsuo

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

From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Luiza Pozzobon, Patrick Lewis, Sara Hooker, Beyza Ermis

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

On the Representational Capacity of Recurrent Neural Language Models

Franz Nowak, Anej Svete, Li Du, Ryan Cotterell

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

Comments Added requirement for non-negative probabilities to definitions 2.3 and 3.1, fixed typos

Journal ref Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 7011-7034

DiffusionSat: A Generative Foundation Model for Satellite Imagery

Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David Lobell, Stefano Ermon

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

Comments Published at ICLR 2024

Opportunities for Persian Digital Humanities Research with Artificial Intelligence Language Models; Case Study: Forough Farrokhzad

Arash Rasti Meymandi, Zahra Hosseini, Sina Davari, Abolfazl Moshiri, Shabnam Rahimi-Golkhandan, Khashayar Namdar, Nikta Feizi, Mohamad Tavakoli-Targhi, Farzad Khalvati

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

Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models

Yifei Ming, Yixuan Li

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

Comments The paper is accepted at ICML 2024

Future Language Modeling from Temporal Document History

Changmao Li, Jeffrey Flanigan

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

Comments Accepted by ICLR 2024

On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers

Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney

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

Comments accepted at ICASSP 2024

Foundation Models and Information Retrieval in Digital Pathology

H. R. Tizhoosh

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

Comments This is the preprint of a book chapter to appear in "Artificial Intelligence in Pathology" by Stanley Cohen and Chhavi Chauhan

Musketeer: Joint Training for Multi-task Vision Language Model with Task Explanation Prompts

Zhaoyang Zhang, Yantao Shen, Kunyu Shi, Zhaowei Cai, Jun Fang, Siqi Deng, Hao Yang, Davide Modolo, Zhuowen Tu, Stefano Soatto

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

Replacing Language Model for Style Transfer

Pengyu Cheng, Ruineng Li

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

Language models as master equation solvers

Chuanbo Liu, Jin Wang

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

Comments To be published in Proceedings of the National Academy of Sciences

Smaller Language Models are Better Black-box Machine-Generated Text Detectors

Niloofar Mireshghallah, Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick

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

Diffusion Language Models Generation Can Be Halted Early

Sofia Maria Lo Cicero Vaina, Nikita Balagansky, Daniil Gavrilov

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

Do self-supervised speech and language models extract similar representations as human brain?

Peili Chen, Linyang He, Li Fu, Lu Fan, Edward F. Chang, Yuanning Li

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

Comments To appear in 2024 IEEE International Conference on Acoustics, Speech and Signal Processing

General Phrase Debiaser: Debiasing Masked Language Models at a Multi-Token Level

Bingkang Shi, Xiaodan Zhang, Dehan Kong, Yulei Wu, Zongzhen Liu, Honglei Lyu, Longtao Huang

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

Comments Accepted by ICASSP 2024 as mian conference paper

VLIS: Unimodal Language Models Guide Multimodal Language Generation

Jiwan Chung, Youngjae Yu

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

Comments Accepted as main paper in EMNLP 2023

Recurrent Neural Language Models as Probabilistic Finite-state Automata

Anej Svete, Ryan Cotterell

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

Comments 9 pages

Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness?

Kevin Liu, Stephen Casper, Dylan Hadfield-Menell, Jacob Andreas

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

Comments Accepted to EMNLP, 2024

Revisiting Topic-Guided Language Models

Carolina Zheng, Keyon Vafa, David M. Blei

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

Comments Published in Transactions on Machine Learning Research (TMLR) (12/2023)

Language Models as a Service: Overview of a New Paradigm and its Challenges

Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Raza Nazar, Anthony G. Cohn, Nigel Shadbolt, Michael Wooldridge

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

Language Model Inversion

John X. Morris, Wenting Zhao, Justin T. Chiu, Vitaly Shmatikov, Alexander M. Rush

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

Are Language Models Worse than Humans at Following Prompts? It's Complicated

Albert Webson, Alyssa Marie Loo, Qinan Yu, Ellie Pavlick

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

Comments EMNLP 2023

Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding

William Chen, Siyi Hu, Rajat Talak, Luca Carlone

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

Comments arXiv admin note: text overlap with arXiv:2206.04585

Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Jianwei Yang, Hao Zhang, Feng Li, Xueyan Zou, Chunyuan Li, Jianfeng Gao

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

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information

Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev

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

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2023

CONFLATOR: Incorporating Switching Point based Rotatory Positional Encodings for Code-Mixed Language Modeling

Mohsin Ali, Kandukuri Sai Teja, Neeharika Gupta, Parth Patwa, Anubhab Chatterjee, Vinija Jain, Aman Chadha, Amitava Das

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

Comments Workshop on Computational Approaches to Linguistic Code-Switching @EMNLP2023

HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative

Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Xiaonan Zhang, Hua Wu, Hui Li, Le Song

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

Journal ref Nature Machine Intelligence, 2023