语言大模型 / LLM

Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative Models

Craig Boutilier, Martin Mladenov, Guy Tennenholtz

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

DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning

Thanh Nguyen, Trung Pham, Chaoning Zhang, Tung Luu, Thang Vu, Chang D. Yoo

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

Journal ref IEEE Access 2023

SAGE: Structured Attribute Value Generation for Billion-Scale Product Catalogs

Athanasios N. Nikolakopoulos, Swati Kaul, Siva Karthik Gade, Bella Dubrov, Umit Batur, Suleiman Ali Khan

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

Comments (17 pages)

Improving Information Extraction on Business Documents with Specific Pre-Training Tasks

Thibault Douzon, Stefan Duffner, Christophe Garcia, Jérémy Espinas

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

Comments Conference: Document Analysis Systems. DAS 2022

Journal ref Document Analysis Systems (DAS) 2022 pages 111 to 125

Detecting Natural Language Biases with Prompt-based Learning

Md Abdul Aowal, Maliha T Islam, Priyanka Mary Mammen, Sandesh Shetty

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

Reverse-Engineering Decoding Strategies Given Blackbox Access to a Language Generation System

Daphne Ippolito, Nicholas Carlini, Katherine Lee, Milad Nasr, Yun William Yu

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

Comments 6 pages, 4 figures, 3 tables. Also, 5 page appendix. Accepted to INLG 2023

Text-to-Image Diffusion Models are Zero-Shot Classifiers

Kevin Clark, Priyank Jaini

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

CLIPAG: Towards Generator-Free Text-to-Image Generation

Roy Ganz, Michael Elad

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

Towards Generalist Robots: A Promising Paradigm via Generative Simulation

Zhou Xian, Theophile Gervet, Zhenjia Xu, Yi-Ling Qiao, Tsun-Hsuan Wang, Yian Wang

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

GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction

Yucheng Shi, Yushun Dong, Qiaoyu Tan, Jundong Li, Ninghao Liu

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

Comments Accepted by CIKM 2023

Generating Individual Trajectories Using GPT-2 Trained from Scratch on Encoded Spatiotemporal Data

Taizo Horikomi, Shouji Fujimoto, Atushi Ishikawa, Takayuki Mizuno

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

Text Injection for Capitalization and Turn-Taking Prediction in Speech Models

Shaan Bijwadia, Shuo-yiin Chang, Weiran Wang, Zhong Meng, Hao Zhang, Tara N. Sainath

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

OpinionConv: Conversational Product Search with Grounded Opinions

Vahid Sadiri Javadi, Martin Potthast, Lucie Flek

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

MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks

Weicheng Kuo, AJ Piergiovanni, Dahun Kim, Xiyang Luo, Ben Caine, Wei Li, Abhijit Ogale, Luowei Zhou, Andrew Dai, Zhifeng Chen, Claire Cui, Anelia Angelova

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

Comments Published in Transactions on Machine Learning Research ( https://jmlr.org/tmlr/ ). 18 pages, 4 figures

The Current State of Summarization

Fabian Retkowski

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

Comments to be published in "Beyond Quantity: Research with Subsymbolic AI" (11/2023)

3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows

Vivian Liu, Jo Vermeulen, George Fitzmaurice, Justin Matejka

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

Comparative Analysis of Drug-GPT and ChatGPT LLMs for Healthcare Insights: Evaluating Accuracy and Relevance in Patient and HCP Contexts

Giorgos Lysandrou, Roma English Owen, Kirsty Mursec, Grant Le Brun, Elizabeth A. L. Fairley

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

Comments 10 pages, funded by Talking Medicines Limited

The flow of ideas in word embeddings

Debayan Dasgupta

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

Exploring Multi-Modal Representations for Ambiguity Detection & Coreference Resolution in the SIMMC 2.0 Challenge

Javier Chiyah-Garcia, Alessandro Suglia, José Lopes, Arash Eshghi, Helen Hastie

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

Comments Accepted to AAAI 2022 DSTC10 Workshop

Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations

Gábor Berend

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

Comments Presented at NAACL2022

Towards Bridging the Digital Language Divide

Gábor Bella, Paula Helm, Gertraud Koch, Fausto Giunchiglia

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

Lost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation

Neel Bhandari, Pin-Yu Chen

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

Comments Published at International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023

Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model

Puyuan Peng, Shang-Wen Li, Okko Räsänen, Abdelrahman Mohamed, David Harwath

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

Comments Interspeech 2023. Code & Model: https://github.com/jasonppy/syllable-discovery

How Different Is Stereotypical Bias Across Languages?

Ibrahim Tolga Öztürk, Rostislav Nedelchev, Christian Heumann, Esteban Garces Arias, Marius Roger, Bernd Bischl, Matthias Aßenmacher

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

Comments Accepted @ "3rd Workshop on Bias and Fairness in AI" (co-located with ECML PKDD 2023). This is the author's version of the work. The definite version of record will be published in the proceedings

Substance or Style: What Does Your Image Embedding Know?

Cyrus Rashtchian, Charles Herrmann, Chun-Sung Ferng, Ayan Chakrabarti, Dilip Krishnan, Deqing Sun, Da-Cheng Juan, Andrew Tomkins

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

Comments 27 pages, 9 figures

Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features

Ester Hlavnova, Sebastian Ruder

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

Comments In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics(ACL). July 2023

Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment

Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency

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

Comments ACL 2023

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization

Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang, Zhongyu Wei, Jin Ma, Ying Shan

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

Comments Accepted by ACL2023

Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models

Adel Elmahdy, Ahmed Salem

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

Comments 17 pages, 6 figures, 4 tables

Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning

Shivaen Ramshetty, Gaurav Verma, Srijan Kumar

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

Comments Accepted full paper at ACL 2023; 15 pages, 7 figures