语言大模型 / LLM

Llamipa: An Incremental Discourse Parser

Kate Thompson, Akshay Chaturvedi, Julie Hunter, Nicholas Asher

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

Comments EMNLP 2024 Findings

Multi-FAct: Assessing Factuality of Multilingual LLMs using FActScore

Sheikh Shafayat, Eunsu Kim, Juhyun Oh, Alice Oh

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

See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning

Chengxin Zheng, Junzhong Ji, Yanzhao Shi, Xiaodan Zhang, Liangqiong Qu

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

Comments Our work has been accepted by EMNLP2024 findings

How Entangled is Factuality and Deception in German?

Aswathy Velutharambath, Amelie Wührl, Roman Klinger

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

Comments Findings of EMNLP 2024 (accepted)

Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval

Qiuhai Zeng, Zimeng Qiu, Dae Yon Hwang, Xin He, William M. Campbell

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

Comments Accepted at DCAI24 workshop@CIKM2024

Knowledge Verification to Nip Hallucination in the Bud

Fanqi Wan, Xinting Huang, Leyang Cui, Xiaojun Quan, Wei Bi, Shuming Shi

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

Comments Accepted to EMNLP 2024 (Main Conference)

MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language

Muhammad Asif Ali, Nawal Daftardar, Mutayyaba Waheed, Jianbin Qin, Di Wang

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

LLMs Will Always Hallucinate, and We Need to Live With This

Sourav Banerjee, Ayushi Agarwal, Saloni Singla

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

QirK: Question Answering via Intermediate Representation on Knowledge Graphs

Jan Luca Scheerer, Anton Lykov, Moe Kayali, Ilias Fountalis, Dan Olteanu, Nikolaos Vasiloglou, Dan Suciu

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

The Cognitive Revolution in Interpretability: From Explaining Behavior to Interpreting Representations and Algorithms

Adam Davies, Ashkan Khakzar

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

Code Hallucination

Mirza Masfiqur Rahman, Ashish Kundu

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

Scalable Model Editing via Customized Expert Networks

Zihan Yao, Yu He, Tianyu Qi, Ming Li

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

Comments Accepted by COLM2024

AutoCodeRover: Autonomous Program Improvement

Yuntong Zhang, Haifeng Ruan, Zhiyu Fan, Abhik Roychoudhury

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

Comments To appear in ISSTA 2024

Multilingual Fine-Grained News Headline Hallucination Detection

Jiaming Shen, Tianqi Liu, Jialu Liu, Zhen Qin, Jay Pavagadhi, Simon Baumgartner, Michael Bendersky

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

Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis

Valentin Pelloin, Lena Dodson, Émile Chapuis, Nicolas Hervé, David Doukhan

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

Comments Accepted to Interspeech 2024

Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review

Pierre Lamart, Yinan Yu, Christian Berger

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

Comments Accepted at the 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) 2024 as a short paper

Vamos: Versatile Action Models for Video Understanding

Shijie Wang, Qi Zhao, Minh Quan Do, Nakul Agarwal, Kwonjoon Lee, Chen Sun

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

Comments Accepted to ECCV 2024 (European Conference on Computer Vision). Code and models are released at https://brown-palm.github.io/Vamos/

One for All: Towards Training One Graph Model for All Classification Tasks

Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang

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

Comments 23 Pages, Published at ICLR 2024

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence

Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun

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

Comments work in progress

The Mysterious Case of Neuron 1512: Injectable Realignment Architectures Reveal Internal Characteristics of Meta's Llama 2 Model

Brenden Smith, Dallin Baker, Clayton Chase, Myles Barney, Kaden Parker, Makenna Allred, Peter Hu, Alex Evans, Nancy Fulda

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

Comments 21 pages, 17 figures

Unsupervised Extraction of Dialogue Policies from Conversations

Makesh Narsimhan Sreedhar, Traian Rebedea, Christopher Parisien

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

DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning

Yuxi Feng, Raymond Li, Zhenan Fan, Giuseppe Carenini, Mohammadreza Pourreza, Weiwei Zhang, Yong Zhang

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

Learning to Edit: Aligning LLMs with Knowledge Editing

Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang

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

Comments 17 pages, 8 figures, 9 tables. ACL 2024 main camera-ready version

Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck

Josh Magnus Ludan, Qing Lyu, Yue Yang, Liam Dugan, Mark Yatskar, Chris Callison-Burch

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

XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization

Yequan Bie, Luyang Luo, Zhixuan Chen, Hao Chen

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

Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning

Yuxuan Bian, Xuan Ju, Jiangtong Li, Zhijian Xu, Dawei Cheng, Qiang Xu

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

Generating Zero-shot Abstractive Explanations for Rumour Verification

Iman Munire Bilal, Preslav Nakov, Rob Procter, Maria Liakata

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

Comments Revised version of the original

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering

Hengrui Gu, Kaixiong Zhou, Xiaotian Han, Ninghao Liu, Ruobing Wang, Xin Wang

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

Comments Our code is available at https://github.com/Hengrui-Gu/PokeMQA

Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering

Pierre Erbacher, Louis Falissar, Vincent Guigue, Laure Soulier

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

Retrieval-augmented Multilingual Knowledge Editing

Weixuan Wang, Barry Haddow, Alexandra Birch

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