语言大模型 / LLM

Open-Endedness is Essential for Artificial Superhuman Intelligence

Edward Hughes, Michael Dennis, Jack Parker-Holder, Feryal Behbahani, Aditi Mavalankar, Yuge Shi, Tom Schaul, Tim Rocktaschel

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

Structured Voronoi Sampling

Afra Amini, Li Du, Ryan Cotterell

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

Comments Accepted at NeurIPS 2023

Detecting Deceptive Dark Patterns in E-commerce Platforms

Arya Ramteke, Sankalp Tembhurne, Gunesh Sonawane, Ratnmala N. Bhimanpallewar

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

Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning

Jeongwoo Park, Enrico Liscio, Pradeep K. Murukannaiah

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

Comments To appear in Findings of EACL 2024

Theoretical Analysis of Weak-to-Strong Generalization

Hunter Lang, David Sontag, Aravindan Vijayaraghavan

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

Comments 36 pages, 3 figures

Self-Infilling Code Generation

Lin Zheng, Jianbo Yuan, Zhi Zhang, Hongxia Yang, Lingpeng Kong

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

Comments ICML 2024 camera ready; Code available at https://github.com/LZhengisme/self-infilling

Language processing in humans and computers

Dusko Pavlovic

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

Comments 100 pages, 64 figures; lecture notes, book draft

Modeling Real-Time Interactive Conversations as Timed Diarized Transcripts

Garrett Tanzer, Gustaf Ahdritz, Luke Melas-Kyriazi

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

Comments GT and GA contributed equally

From Human-to-Human to Human-to-Bot Conversations in Software Engineering

Ranim Khojah, Francisco Gomes de Oliveira Neto, Philipp Leitner

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

Comments Accepted at the 1st ACM International Conference on AI-powered Software (AIware) 2024

Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques

Siva Rajesh Kasa, Aniket Goel, Karan Gupta, Sumegh Roychowdhury, Anish Bhanushali, Nikhil Pattisapu, Prasanna Srinivasa Murthy

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

Comments Findings of ACL 2024

Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection

Jiarui Zhang, Shaojuan Wu, Xiaowang Zhang, Zhiyong Feng

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

A New Baseline Assumption of Integated Gradients Based on Shaply value

Shuyang Liu, Zixuan Chen, Ge Shi, Ji Wang, Changjie Fan, Yu Xiong, Runze Wu Yujing Hu, Ze Ji, Yang Gao

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

Comments 12 pages

A Semi-Automated Solution Approach Recommender for a Given Use Case: a Case Study for AI/ML in Oncology via Scopus and OpenAI

Deniz Kenan Kılıç, Alex Elkjær Vasegaard, Aurélien Desoeuvres, Peter Nielsen

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

Comments It was published online on 15 May 2024 in Human-Centric Intelligent Systems, Springer

LLAniMAtion: LLAMA Driven Gesture Animation

Jonathan Windle, Iain Matthews, Sarah Taylor

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

Graph Neural Network Approach to Semantic Type Detection in Tables

Ehsan Hoseinzade, Ke Wang

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

Journal ref In Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 121-133. Singapore: Springer Nature Singapore, 2024

Improving Dictionary Learning with Gated Sparse Autoencoders

Senthooran Rajamanoharan, Arthur Conmy, Lewis Smith, Tom Lieberum, Vikrant Varma, János Kramár, Rohin Shah, Neel Nanda

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

Comments 15 main text pages, 22 appendix pages

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis

Shuhang Lin, Wenyue Hua, Lingyao Li, Che-Jui Chang, Lizhou Fan, Jianchao Ji, Hang Hua, Mingyu Jin, Jiebo Luo, Yongfeng Zhang

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

Comments 26 pages, 14 figures The data and code for this project are accessible at https://github.com/agiresearch/battleagent

Pegasus-v1 Technical Report

Raehyuk Jung, Hyojun Go, Jaehyuk Yi, Jiho Jang, Daniel Kim, Jay Suh, Aiden Lee, Cooper Han, Jae Lee, Jeff Kim, Jin-Young Kim, Junwan Kim, Kyle Park, Lucas Lee, Mars Ha, Minjoon Seo, Abraham Jo, Ed Park, Hassan Kianinejad, SJ Kim, Tony Moon, Wade Jeong, Andrei Popescu, Esther Kim, EK Yoon, Genie Heo, Henry Choi, Jenna Kang, Kevin Han, Noah Seo, Sunny Nguyen, Ryan Won, Yeonhoo Park, Anthony Giuliani, Dave Chung, Hans Yoon, James Le, Jenny Ahn, June Lee, Maninder Saini, Meredith Sanders, Soyoung Lee, Sue Kim, Travis Couture

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

Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks

Nadezhda Chirkova, Vassilina Nikoulina

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

Comments NAACL 2024 final version. arXiv admin note: text overlap with arXiv:2310.09917

Heterogeneous Subgraph Transformer for Fake News Detection

Yuchen Zhang, Xiaoxiao Ma, Jia Wu, Jian Yang, Hao Fan

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

Routers in Vision Mixture of Experts: An Empirical Study

Tianlin Liu, Mathieu Blondel, Carlos Riquelme, Joan Puigcerver

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

Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation

Yao Lu, Jiayi Wang, Raphael Tang, Sebastian Riedel, Pontus Stenetorp

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

Comments Accepted to NAACL 2024. The code is publicly available at https://github.com/yaolu/random-prompt

Learning Mutually Informed Representations for Characters and Subwords

Yilin Wang, Xinyi Hu, Matthew R. Gormley

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

The ADAIO System at the BEA-2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues

Adaeze Adigwe, Zheng Yuan

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

Comments Accepted in the BEA workshop at ACL 2023

Feature Splatting: Language-Driven Physics-Based Scene Synthesis and Editing

Ri-Zhao Qiu, Ge Yang, Weijia Zeng, Xiaolong Wang

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

Comments Project website: https://feature-splatting.github.io/

Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion

Lunjun Zhang, Yuwen Xiong, Ze Yang, Sergio Casas, Rui Hu, Raquel Urtasun

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

Comments ICLR 2024

Text-Enhanced Data-free Approach for Federated Class-Incremental Learning

Minh-Tuan Tran, Trung Le, Xuan-May Le, Mehrtash Harandi, Dinh Phung

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

Comments Accepted at CVPR 2024

Dynamic Reward Adjustment in Multi-Reward Reinforcement Learning for Counselor Reflection Generation

Do June Min, Veronica Perez-Rosas, Kenneth Resnicow, Rada Mihalcea

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

Energy-Based Models with Applications to Speech and Language Processing

Zhijian Ou

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

Comments The version before publisher editing

Journal ref Foundations and Trends in Signal Processing: Vol. 18: No. 1-2, pp 1-199

A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction

Jian Zhang, Changlin Yang, Haiping Zhu, Qika Lin, Fangzhi Xu, Jun Liu

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

Comments Accepted By Coling 2024