语言大模型 / LLM - arXivDaily 专题

2412.07113 2024-12-11 cs.CL 83%

Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance

Dongjun Kim, Minhyuk Kim, YongChan Chun, Chanjun Park, Heuiseok Lim

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

2408.15903 2024-12-05 cs.CL 83%

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments

Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai

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

2411.06950 2024-11-12 cs.CL cs.HC 83%

Sniff AI: Is My 'Spicy' Your 'Spicy'? Exploring LLM's Perceptual Alignment with Human Smell Experiences

Shu Zhong, Zetao Zhou, Christopher Dawes, Giada Brianz, Marianna Obrist

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

2410.05817 2024-11-12 cs.CL 83%

Probing Language Models on Their Knowledge Source

Zineddine Tighidet, Andrea Mogini, Jiali Mei, Benjamin Piwowarski, Patrick Gallinari

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

Comments Accepted at BlackBoxNLP@EMNLP2024

2410.16229 2024-11-05 cs.CL 83%

Building A Coding Assistant via the Retrieval-Augmented Language Model

Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu

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

2410.11469 2024-10-16 cs.CL 83%

O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing

Yuchen Cai, Ding Cao

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

2410.07962 2024-10-11 cs.AI 83%

Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation

Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta

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

Comments To be published in xAI 2024, late-breaking track

2406.10995 2024-10-03 cs.CV cs.LG 83%

Concept-skill Transferability-based Data Selection for Large Vision-Language Models

Jaewoo Lee, Boyang Li, Sung Ju Hwang

专题命中知识编辑与模型理解：language model(title,abstract)；instruction tuning(abstract)；分类 cs.LG

Comments EMNLP 2024

2409.14097 2024-09-24 cs.CL 83%

Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers

Soniya Vijayakumar, Josef van Genabith, Simon Ostermann

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

2403.03174 2024-09-05 cs.RO cs.AI 83%

MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting

Fangchen Liu, Kuan Fang, Pieter Abbeel, Sergey Levine

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

2401.06855 2024-08-14 cs.CL 83%

Fine-grained Hallucination Detection and Editing for Language Models

Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, Hannaneh Hajishirzi

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

Comments Our code, data, and demo are available at https://fine-grained-hallucination.github.io. Published as a conference paper at COLM 2024

2407.19922 2024-08-13 cs.AI 83%

Monetizing Currency Pair Sentiments through LLM Explainability

Lior Limonad, Fabiana Fournier, Juan Manuel Vera Díaz, Inna Skarbovsky, Shlomit Gur, Raquel Lazcano

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

Comments 7 pages, 3 figures, AIFin@ECAI 2024

Journal ref AIFin workshop at ECAI 2024

2304.00740 2024-08-13 cs.CL 83%

Inspecting and Editing Knowledge Representations in Language Models

Evan Hernandez, Belinda Z. Li, Jacob Andreas

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

Comments Published in COLM 2024

2408.02103 2024-08-06 cs.CL 83%

Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process

Peng Wang, Xiaobin Wang, Chao Lou, Shengyu Mao, Pengjun Xie, Yong Jiang

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

2407.21092 2024-08-01 cs.CL cond-mat.stat-mech hep-th math.DG 83%

Entropy, Thermodynamics and the Geometrization of the Language Model

Wenzhe Yang

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

Comments 18 pages

2407.00994 2024-07-09 cs.CL 83%

LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation

Longchao Da, Tiejin Chen, Lu Cheng, Hua Wei

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

Comments 11 pages main content, 5 pages appendix

2405.18672 2024-06-04 cs.CV cs.CL 83%

LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image Classification

Renyi Qu, Mark Yatskar

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

2405.08026 2024-05-15 cs.LG 83%

ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis

Mohammad Amaz Uddin, Muhammad Nazrul Islam, Leandros Maglaras, Helge Janicke, Iqbal H. Sarker

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

2403.10381 2024-03-18 cs.CL 83%

Monotonic Representation of Numeric Properties in Language Models

Benjamin Heinzerling, Kentaro Inui

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

2403.07627 2024-03-13 cs.HC cs.LG 83%

generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation

Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady

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

Comments 24 pages paper, 4 pages references, 3 pages appendix, 8 figures

2310.12794 2023-12-25 cs.CL 83%

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization

Ningyu Xu, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang

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

Comments Findings of EMNLP 2023 (Camera-Ready)

2312.01701 2023-12-05 cs.CV cs.CL 83%

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

Lei Wang, Jiabang He, Shenshen Li, Ning Liu, Ee-Peng Lim

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

Comments MMM 2024

2311.11012 2023-11-21 cs.CL 83%

Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models

Haoran Zhao, Jake Ryland Williams

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

2305.13302 2023-11-21 cs.CL 83%

Language-Agnostic Bias Detection in Language Models with Bias Probing

Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze

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

Comments EMNLP 2023 Findings

2311.10098 2023-11-20 cs.AI 83%

Automated Parliaments: A Solution to Decision Uncertainty and Misalignment in Language Models

Thomas Forster, Jonathan Ouwerx, Shak Ragoler

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

Comments 39 pages, 4 figures

2306.09347 2023-10-25 cs.CV cs.LG cs.RO 83%

Segment Any Point Cloud Sequences by Distilling Vision Foundation Models

Youquan Liu, Lingdong Kong, Jun Cen, Runnan Chen, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu

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

Comments NeurIPS 2023 (Spotlight); 37 pages, 16 figures, 15 tables; Code at https://github.com/youquanl/Segment-Any-Point-Cloud

2310.14491 2023-10-24 cs.CL 83%

Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models

Yifan Hou, Jiaoda Li, Yu Fei, Alessandro Stolfo, Wangchunshu Zhou, Guangtao Zeng, Antoine Bosselut, Mrinmaya Sachan

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

Comments This work is published in EMNLP 2023

2308.15299 2023-08-30 cs.CL 83%

TaskLAMA: Probing the Complex Task Understanding of Language Models

Quan Yuan, Mehran Kazemi, Xin Xu, Isaac Noble, Vaiva Imbrasaite, Deepak Ramachandran

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

2308.03740 2023-08-08 cs.CY cs.AI 83%

A Cost Analysis of Generative Language Models and Influence Operations

Micah Musser

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

Comments 21 pages, 5 figures; associated GitHub repository available at https://github.com/georgetown-cset/disinfo-costs

2301.00591 2023-06-09 cs.CL cs.SD eess.AS 83%

Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling

Amitay Sicherman, Yossi Adi

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

Comments Accepted at ICASSP 2023

1. 知识编辑与模型理解 7539 篇

Exploring Coding Spot: Understanding Parametric Contributions to LLM Coding Performance

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments

Sniff AI: Is My 'Spicy' Your 'Spicy'? Exploring LLM's Perceptual Alignment with Human Smell Experiences

Probing Language Models on Their Knowledge Source

Building A Coding Assistant via the Retrieval-Augmented Language Model

O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing

Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation

Concept-skill Transferability-based Data Selection for Large Vision-Language Models

Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers

MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting

Fine-grained Hallucination Detection and Editing for Language Models

Monetizing Currency Pair Sentiments through LLM Explainability

Inspecting and Editing Knowledge Representations in Language Models

Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process

Entropy, Thermodynamics and the Geometrization of the Language Model

LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation

LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image Classification

ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis

Monotonic Representation of Numeric Properties in Language Models

generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization

Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites

Bit Cipher -- A Simple yet Powerful Word Representation System that Integrates Efficiently with Language Models

Language-Agnostic Bias Detection in Language Models with Bias Probing

Automated Parliaments: A Solution to Decision Uncertainty and Misalignment in Language Models

Segment Any Point Cloud Sequences by Distilling Vision Foundation Models

Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models

TaskLAMA: Probing the Complex Task Understanding of Language Models

A Cost Analysis of Generative Language Models and Influence Operations

Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling