语言大模型 / LLM

Knowledge from Uncertainty in Evidential Deep Learning

Cai Davies, Marc Roig Vilamala, Alun D. Preece, Federico Cerutti, Lance M. Kaplan, Supriyo Chakraborty

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Telecom AI Native Systems in the Age of Generative AI -- An Engineering Perspective

Ricardo Britto, Timothy Murphy, Massimo Iovene, Leif Jonsson, Melike Erol-Kantarci, Benedek Kovács

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 5 pages, 1 figure

Towards Emotion-Based Synthetic Consciousness: Using LLMs to Estimate Emotion Probability Vectors

David Sinclair, Willem Pye

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Emotion descriptors derived from LLMs are likely to be used in governing robot behaviour. Vectorizing emotion descriptors provides a finer grained representation of state than current 'positive vs negative' situation assessments. Finer grained geometric representation of state will be necessary for future human robot interaction governance

How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations

Tianyu Guo, Wei Hu, Song Mei, Huan Wang, Caiming Xiong, Silvio Savarese, Yu Bai

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Generalization error bounds for iterative learning algorithms with bounded updates

Jingwen Fu, Nanning Zheng

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language Generation

Filippo Perrina, Francesco Marchiori, Mauro Conti, Nino Vincenzo Verde

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 10 pages, 7 figures

Fantasia3D: Disentangling Geometry and Appearance for High-quality Text-to-3D Content Creation

Rui Chen, Yongwei Chen, Ningxin Jiao, Kui Jia

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted by ICCV 2023. Project page: https://fantasia3d.github.io/

Language as Reality: A Co-Creative Storytelling Game Experience in 1001 Nights using Generative AI

Yuqian Sun, Zhouyi Li, Ke Fang, Chang Hee Lee, Ali Asadipour

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments The paper was accepted by The 19th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 23)

Learning to Predict Concept Ordering for Common Sense Generation

Tianhui Zhang, Danushka Bollegala, Bei Peng

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 10 pages

Concept Bottleneck with Visual Concept Filtering for Explainable Medical Image Classification

Injae Kim, Jongha Kim, Joonmyung Choi, Hyunwoo J. Kim

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments Accepted to MedAGI Workshop at MICCAI 2023 (Oral Presentation)

Convergence of Two-Layer Regression with Nonlinear Units

Yichuan Deng, Zhao Song, Shenghao Xie

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Diversity and Language Technology: How Techno-Linguistic Bias Can Cause Epistemic Injustice

Paula Helm, Gábor Bella, Gertraud Koch, Fausto Giunchiglia

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments arXiv admin note: text overlap with arXiv:2307.13405

Life of PII -- A PII Obfuscation Transformer

Ajinkya Deshmukh, Saumya Banthia, Anantha Sharma

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 7 pages, 1 figure

COMEX: A Tool for Generating Customized Source Code Representations

Debeshee Das, Noble Saji Mathews, Alex Mathai, Srikanth Tamilselvam, Kranthi Sedamaki, Sridhar Chimalakonda, Atul Kumar

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments The paper has been accepted for publication at ASE 2023 (Tool Demonstrations Track)

Syntax and Semantics Meet in the "Middle": Probing the Syntax-Semantics Interface of LMs Through Agentivity

Lindia Tjuatja, Emmy Liu, Lori Levin, Graham Neubig

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Interactive Molecular Discovery with Natural Language

Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Generate to Understand for Representation

Changshang Xue, Xiande Zhong, Xiaoqing Liu

专题命中 知识编辑与模型理解 ：language model(abstract)；pretraining(abstract)；分类 cs.CL

Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation

Ziyang Ma, Zhisheng Zheng, Guanrou Yang, Yu Wang, Chao Zhang, Xie Chen

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

Comments Accepted to Interspeech 2023

ECGBERT: Understanding Hidden Language of ECGs with Self-Supervised Representation Learning

Seokmin Choi, Sajad Mousavi, Phillip Si, Haben G. Yhdego, Fatemeh Khadem, Fatemeh Afghah

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Unifying (Machine) Vision via Counterfactual World Modeling

Daniel M. Bear, Kevin Feigelis, Honglin Chen, Wanhee Lee, Rahul Venkatesh, Klemen Kotar, Alex Durango, Daniel L. K. Yamins

专题命中 知识编辑与模型理解 ：foundation model(abstract)；prompting(abstract)；分类 cs.AI

Testing Causal Models of Word Meaning in GPT-3 and -4

Sam Musker, Ellie Pavlick

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Unabridged version. Code available at https://github.com/smusker/Causal_Models_Of_Word_Meaning

The Case Against Explainability

Hofit Wasserman Rozen, Niva Elkin-Koren, Ran Gilad-Bachrach

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.AI

R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents

Daniel D. Johnson, Daniel Tarlow, Christian Walder

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments To appear at ICML 2023. 9 pages, 6 figures

Interventional Probing in High Dimensions: An NLI Case Study

Julia Rozanova, Marco Valentino, Lucas Cordeiro, Andre Freitas

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

ChatGPT as a Factual Inconsistency Evaluator for Text Summarization

Zheheng Luo, Qianqian Xie, Sophia Ananiadou

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments ongoing work, 12 pages, 4 figures

Noise2Music: Text-conditioned Music Generation with Diffusion Models

Qingqing Huang, Daniel S. Park, Tao Wang, Timo I. Denk, Andy Ly, Nanxin Chen, Zhengdong Zhang, Zhishuai Zhang, Jiahui Yu, Christian Frank, Jesse Engel, Quoc V. Le, William Chan, Zhifeng Chen, Wei Han

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.LG

Comments 15 pages

Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation

Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo

专题命中 知识编辑与模型理解 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments EMNLP 2022

Antibody Representation Learning for Drug Discovery

Lin Li, Esther Gupta, John Spaeth, Leslie Shing, Tristan Bepler, Rajmonda Sulo Caceres

专题命中 知识编辑与模型理解 ：language model(abstract)；pretraining(abstract)；分类 cs.LG

Leveraging Natural Supervision for Language Representation Learning and Generation

Mingda Chen

专题命中 知识编辑与模型理解 ：language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments PhD Thesis

Representation Learning for Conversational Data using Discourse Mutual Information Maximization

Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal

专题命中 知识编辑与模型理解 ：language model(abstract)；pretraining(abstract)；分类 cs.CL

Comments Preprint, 15 pages, To appear in NAACL 2022 (Main)