语言大模型 / LLM

Factored Verification: Detecting and Reducing Hallucination in Summaries of Academic Papers

Charlie George, Andreas Stuhlmüller

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

Comments Second Workshop on Information Extraction from Scientific Publications (WIESP) at IJCNLP-AACL 2023

Generative artificial intelligence for de novo protein design

Adam Winnifrith, Carlos Outeiral, Brian Hie

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

Comments 32 pages, 5 figures, 1 table

Self-Supervised Representation Learning for Online Handwriting Text Classification

Pouya Mehralian, Bagher BabaAli, Ashena Gorgan Mohammadi

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

Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning

Christos Theodoropoulos, James Henderson, Andrei C. Coman, Marie-Francine Moens

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

Comments To be presented at CoNLL 2021

Journal ref Conference: 2021 Proceedings of the 25th Conference on Computational Natural Language Learning

GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph

Junhan Yang, Zheng Liu, Shitao Xiao, Chaozhuo Li, Defu Lian, Sanjay Agrawal, Amit Singh, Guangzhong Sun, Xing Xie

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

Comments Accepted to NeurIPS 2021

Prompt-to-OS (P2OS): Revolutionizing Operating Systems and Human-Computer Interaction with Integrated AI Generative Models

Gabriele Tolomei, Cesare Campagnano, Fabrizio Silvestri, Giovanni Trappolini

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

Comments 5 pages, 1 figure. Accepted at IEEE CogMI 2023 (IEEE International Conference on Cognitive Machine Intelligence)

Enhance audio generation controllability through representation similarity regularization

Yangyang Shi, Gael Le Lan, Varun Nagaraja, Zhaoheng Ni, Xinhao Mei, Ernie Chang, Forrest Iandola, Yang Liu, Vikas Chandra

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

Comments 5 pages

WellXplain: Wellness Concept Extraction and Classification in Reddit Posts for Mental Health Analysis

Muskan Garg

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

Explaining Relation Classification Models with Semantic Extents

Lars Klöser, Andre Büsgen, Philipp Kohl, Bodo Kraft, Albert Zündorf

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

Comments Accepted at DeLTA 2023: Deep Learning Theory and Applications conference

Gender mobility in the labor market with skills-based matching models

Ajaya Adhikari, Steven Vethman, Daan Vos, Marc Lenz, Ioana Cocu, Ioannis Tolios, Cor J. Veenman

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

Comments This paper was presented during the AAAI Spring Symposium 2023 (AI Trustworthiness Assessment (AITA) track)

Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation

Chen Tang, Hongbo Zhang, Tyler Loakman, Chenghua Lin, Frank Guerin

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

Comments Accepted by ACL 2023

Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-shot In-Context Learners

Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim

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

Comments AAAI 2023

Time Interpret: a Unified Model Interpretability Library for Time Series

Joseph Enguehard

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

Comments 7 pages, 1 figure. Code available at https://github.com/josephenguehard/time_interpret

Improved Active Multi-Task Representation Learning via Lasso

Yiping Wang, Yifang Chen, Kevin Jamieson, Simon S. Du

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

Comments Accepted by ICML 2023

Exploring and Verbalizing Academic Ideas by Concept Co-occurrence

Yi Xu, Shuqian Sheng, Bo Xue, Luoyi Fu, Xinbing Wang, Chenghu Zhou

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

Comments Accepted by ACL 2023

Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks

Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han

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

Comments KDD 2023. (Code: https://github.com/PeterGriffinJin/Heterformer)

Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction

Mengting Hu, Yinhao Bai, Yike Wu, Zhen Zhang, Liqi Zhang, Hang Gao, Shiwan Zhao, Minlie Huang

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

Comments Accepted by ACL Findings (2023)

Graph-Level Embedding for Time-Evolving Graphs

Lili Wang, Chenghan Huang, Weicheng Ma, Xinyuan Cao, Soroush Vosoughi

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

Comments In Companion Proceedings of the ACM Web Conference 2023

Exploiting Explainability to Design Adversarial Attacks and Evaluate Attack Resilience in Hate-Speech Detection Models

Pranath Reddy Kumbam, Sohaib Uddin Syed, Prashanth Thamminedi, Suhas Harish, Ian Perera, Bonnie J. Dorr

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

CCGen: Explainable Complementary Concept Generation in E-Commerce

Jie Huang, Yifan Gao, Zheng Li, Jingfeng Yang, Yangqiu Song, Chao Zhang, Zining Zhu, Haoming Jiang, Kevin Chen-Chuan Chang, Bing Yin

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

VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning

Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang, Jinyu Li, Furu Wei

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

Comments 11 pages, Accepted by IEEE Transactions on Multimedia

RHO ($ρ$): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding

Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung

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

Comments accepted by ACL 2023 Findings

Interpretable Sentence Representation with Variational Autoencoders and Attention

Ghazi Felhi

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

Comments Ph.D. Thesis

Incorporating Task-specific Concept Knowledge into Script Learning

Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji

专题命中 知识编辑与模型理解 ：prompting(abstract)；分类 cs.CL、cs.LG

CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering

Mingjun Zhao, Mengzhen Wang, Yinglong Ma, Di Niu, Haijiang Wu

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

Comments The Web Conference 2023

Structure-aware Protein Self-supervised Learning

Can Chen, Jingbo Zhou, Fan Wang, Xue Liu, Dejing Dou

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

Comments Accepted by Bioinformatics; 7 pages 4 figures

3D Concept Learning and Reasoning from Multi-View Images

Yining Hong, Chunru Lin, Yilun Du, Zhenfang Chen, Joshua B. Tenenbaum, Chuang Gan

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

Comments CVPR 2023. Project page: https://vis-www.cs.umass.edu/3d-clr/

Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers

Kamil Bujel, Andrew Caines, Helen Yannakoudakis, Marek Rei

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

Token-Level Supervised Contrastive Learning for Punctuation Restoration

Qiushi Huang, Tom Ko, H Lilian Tang, Xubo Liu, Bo Wu

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

Comments 5 pages, 3 figures, Accepted by INTERSPEECH 2021

RePreM: Representation Pre-training with Masked Model for Reinforcement Learning

Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang

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

Comments Accepted by AAAI-23