Generative AI

The Breakthrough Memory Solutions for Improved Performance on LLM Inference
IEEE Micro 2024 (3); by Sanghoon Cha, Sangsoo Park, Jieun Lee, Sukhan Lee, Shinhaeng Kang, Jin Jung, Hyeonsu Kim, Jin-Seong Kim, Won-Jo Lee, Joon-Ho Song, Jaehoon Yu, Jeonghyeon Cho

2024

Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey
ACM Computing Surveys 2024 (2)

2024

Navigating the Landscape of Generative AI: Investment Trends, Industry Growth, and Economic Effects
IEEE IT Professional 2024 (2)

2024

Masterminds of Generative AI: Vaswani and Altman
IEEE IT Professional 2024 (2)

2024

StyleGAN-Based Advanced Semantic Segment Encoder for Generative AI
IEEE IT Professional 2024 (2); by Youngjae Jo

2024

Generative AI for 3-D Point Clouds
IEEE Multimedia 2024 (2)

2024

Generative AI for Visualization: Opportunities and Challenges
IEEE Computer Graphics & Applications 2024 (2)

2024

How Text-to-Image Generative AI Is Transforming Mediated Action
IEEE Computer Graphics & Applications 2024 (2)

2024

Large Language Models and Security
IEEE Security & Privacy 2024 (2)

2024

Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms?
IEEE Intelligent Systems 2024 (2)

2024

Large Language Models and Applications: The Rebirth of Enterprise Knowledge Management and the Rise of Prompt Libraries
IEEE Intelligent Systems 2024 (2)

2024

High-Speed Data Communication With Advanced Networks in Large Language Model Training
IEEE Micro 2024 (2); by Hao Qi

2024

Applying Medical Language Models to Medical Image Analysis
PhD Theses 2024 (1); by Danfeng Guo

2024

Generative AI for Music and Audio
PhD Theses 2024 (1); by Hao-Wen Dong

2024

Efficient Natural Language Processing for Language Models
PhD Theses 2024 (1); by Canwen Xu

2024

Deep Dynamic Language Models
PhD Theses 2024 (1); by Kostadin Cvejoski

2024

Robustness of Pre-trained Language Models for Natural Language Understanding
PhD Theses 2024 (1); by Prasetya Ajie Utama

2024

Knowledge Graph Question Answering with Generative Language Models
PhD Theses 2024 (1); by Debayan Banerjee

2024

Symbolic Regression and Sequence Modelling with Conditional and Dynamic Language Models
PhD Theses 2024 (1); by Mojtaba Valipour

2024

Keep the planner in the loop: parallel planning and execution using Large Language Models
PhD Theses 2024 (1); by Alessio Capitanelli

2024

Understanding Large Language Models: Towards Rigorous and Targeted Interpretability Using Probing Classifiers and Self-Rationalisation
PhD Theses 2024 (1)

2024

Application of language models on code analysis
PhD Theses 2024 (1); by Francesca Console

2024

Towards Fine-grained Multi-Attribute Control using Language Models
PhD Theses 2024 (1); by Ashutosh Baheti

2024

On Parameter Efficiency of Neural Language Models
PhD Theses 2024 (1); by Chen Liang

2024

Interpretable and Controllable Language Models
PhD Theses 2024 (1); by Peter Hase

2024

Exploring Generative AI
Martin Fowler (FREE) 2024

Generative AI and particularly LLMs Large Language Models have exploded into the public consciousness.

2024

SE Radio 633: Itamar Friedman on Automated Testing with Generative AI
SE Radio Podcasts (FREE) 2024

Itamar Friedman, the CEO and co-founder of CodiumAI, speaks with host Gregory M.

2024

SE Radio 610: Phillip Carter on Observability for Large Language Models
SE Radio Podcasts (FREE) 2024

Phillip Carter, Principal Product Manager at Honeycomb and open source software developer, talks with host <a…

2024

LaMPost: AI Writing Assistance for Adults with Dyslexia Using Large Language Models
Communications of the ACM 2024 (9); by Patrick Clary, Andy Coenen, Aaron Donsbach, Robert MacDonald, Rain Breaw Michaels, Ajit Narayanan, Mahima Pushkarna, Joel Riley, Alex Santana, Lei Shi, Rachel Sweeney, Phil Weaver, Ann Yuan, Meredith Ringel Morris

2024

Beyond Turing: Testing LLMs for Intelligence
Communications of the ACM 2024 (9); by Neil Savage

2024

Using Generative AI in Finance, and the Lack of Emergent Behavior in LLMs
Communications of the ACM 2024 (8); by Ranjeeta Bhattacharya, Mario Antoine Aoun

2024

Generative AI Requires Broad Labor Policy Considerations
Communications of the ACM 2024 (8); by Ed Felten

2024

Leveraging Language Models and Automatic Summarization in Online Programming Learning Environments
Communications of the ACM 2024 (8); by Franco Bulgarelli

2024

How to Think about Remedies in the Generative AI Copyright Cases
Communications of the ACM 2024 (7); by Pamela Samuelson

2024

Generative AI to Generate Test Data Generators
IEEE Software 2024 (6); by Sen Fang, Yi Liu

2024

Generative AI Copilot to Support Safety Analyses of Human-Robot Collaborations: Hazard Operability Analysis and GPT-4
IEEE Software 2024 (6)

2024

Ipek Ozkaya on Generative AI for Software Architecture
IEEE Software 2024 (6)

2024

Generative AI: Redefining the Future of Software Engineering
IEEE Software 2024 (6); by Davide Falessi

2024

Generative AI in the Software Modeling Classroom: An Experience Report With ChatGPT and Unified Modeling Language
IEEE Software 2024 (6)

2024

Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems
IEEE Software 2024 (6)

2024

Tales From the Trenches: Expectations and Challenges From Practice for Code Review in the Generative AI Era
IEEE Software 2024 (6)

2024

Generative AI for Software Security Analysis: Fundamentals, Applications, and Challenges
IEEE Software 2024 (6)

2024

Phillip Carter on Observability for Large Language Models
IEEE Software 2024 (5)

2024

From Specifications to Prompts: On the Future of Generative Large Language Models in Requirements Engineering
IEEE Software 2024 (5)

2024

Hints for Generative AI Software Development
IEEE Software 2024 (5)

2024

Can ChatGPT Learn Chinese or Swahili?
Communications of the ACM 2024 (5); by Neil Savage

2024

How Generative AI Fits into Knowledge Work
Communications of the ACM 2024 (4)

2024

The Science of Detecting LLM-Generated Text
Communications of the ACM 2024 (4)

2024

Generative AI and CS Education
Communications of the ACM 2024 (4); by Maggie Johnson

2024

Virtual Machinations: Using Large Language Models as Neural Computers: LLMs can function not only as databases, but also as dynamic, end-user programmable neural computers
ACM queue (FREE) 2024 (3); by Erik Meijer

2024

Pair Programming With Generative AI
IEEE Software 2024 (3)

2024

U.S. Copyright Office's Questions about Generative AI
Communications of the ACM 2024 (3); by Pamela Samuelson

2024

Generative AI Degrades Online Communities
Communications of the ACM 2024 (3); by Gordon Burtch, Dokyun Lee, Zhichen Chen

2024

Requirements Engineering and Large Language Models: Insights From a Panel
IEEE Software 2024 (2)

2024

Generative AI Is Changing How and What We Learn
IEEE Software 2024 (2)

2024

Talking about Large Language Models
Communications of the ACM 2024 (2); by Murray Shanahan

2024

Computing Education in the Era of Generative AI
Communications of the ACM 2024 (2)

2024

A "Perspectival" Mirror of the Elephant: Investigating language bias on Google, ChatGPT, YouTube, and Wikipedia
ACM queue (FREE) 2024 (1); by Queenie Luo, Michael J. Puett, Michael D. Smith

2024

Shortcut Learning of Large Language Models in Natural Language Understanding
Communications of the ACM 2024 (1); by Mengnan Du, Fengxiang He, Na Zou, Dacheng Tao, Xia Hu

2024

NVIDIA at the Center of the Generative AI Ecosystem - For Now
Communications of the ACM 2024 (1); by Michael A. Cusumano

2024

Simulating the Human in HCD with ChatGPT: Redesigning Interaction Design with AI
ACM interactions 2024 (1); by Albrecht Schmidt, Passant Elagroudy, Fiona Draxler, Frauke Kreuter, Robin Welsch

2024

Embracing LLMs for Point-of-Interest Recommendations
IEEE Intelligent Systems 2024 (1)

2024

Integrating Graphs With Large Language Models: Methods and Prospects
IEEE Intelligent Systems 2024 (1)

2024

The Rise and Design of Enterprise Large Language Models
IEEE Intelligent Systems 2024 (1)

2023 (55)

2023

Unleashing the Potential: Integrating ChatGPT and the Internet of Things for Enhanced User Experiences and Automation
IEEE Computer 2023 (12)

2023

Connecting AI: Merging Large Language Models and Knowledge Graph
IEEE Computer 2023 (11)

2023

Lower Energy Large Language Models (LLMs)
IEEE Computer 2023 (10)

2023

Large Language Models
Communications of the ACM 2023 (8); by Vinton G. Cerf

2023

L-Space and Large Language Models
Communications of the ACM 2023 (8); by Jofish Kaye

2023

Legal Challenges to Generative AI, Part I
Communications of the ACM 2023 (7); by Pamela Samuelson

2023

Hubris - From the Metaverse to ChatGPT to TikTok's Time of Tribulation
IEEE Computer 2023 (7)

2023

Can Generative AI Bots Be Trusted?
Communications of the ACM 2023 (6); by Peter J. Denning

2023

An Executive Guide to AI, Machine Learning, and Generative AI - With Some Help From ChatGPT and Bard
IEEE IT Professional 2023 (6)

2023

ChatGPT, Can You Tell Me a Story? An Exercise in Challenging the True Creativity of Generative AI
Communications of the ACM 2023 (5)

2023

ChatGPT and Chat History: Challenges for the New Wave
IEEE Computer 2023 (5)

2023

ChatGPT and AIChat Epistemology
IEEE Computer 2023 (5)

2023

Cybercrime and Privacy Threats of Large Language Models
IEEE IT Professional 2023 (3)

2023

Can Large Language Models Better Predict Software Vulnerability?
IEEE IT Professional 2023 (3)

2023

Electric Sheep on the Pastures of Disinformation and Targeted Phishing Campaigns: The Security Implications of ChatGPT
IEEE Security & Privacy 2023 (3)

2023

Generative AI and the Call for Brevity
IEEE Pervasive Computing 2023 (3)

2023

Six Opportunities for Scientists and Engineers to Learn Programming Using AI Tools Such as ChatGPT
IEEE Computing in Science & Engineering 2023 (3)

2023

ChatGPT in Developing Economies
IEEE IT Professional 2023 (2)

2023

Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT
IEEE Intelligent Systems 2023 (2)

2023

ChatGPT's Astonishing Fabrications About Percy Ludgate
IEEE Annals of the History of Computing 2023 (2); by Brian Randell, Brian A. Coghlan

2023

Towards Robust and Scalable Large Language Models
PhD Theses 2023 (1); by Paras Jain

2023

Promises and Pitfalls of Generative AI: An AI-Safety Centric Approach
PhD Theses 2023 (1); by Vikash Sehwag

2023

AI and the Writer: How Language Models Support Creative Writers
PhD Theses 2023 (1); by Katy Ilonka Gero

2023

Factuality and Large Language Models: Evaluation, Characterization, and Correction
PhD Theses 2023 (1); by Anthony Chen

2023

Auditing and Mitigating Safety Risks in Large Language Models
PhD Theses 2023 (1); by Niloofar Mireshghallah

2023

Enrichissement linguistique et cognitif de modèles de langue contextualisés pour le domaine médical. (Linguistic and cognitive enhancement of contextualized language models for the medical domain)
PhD Theses 2023 (1); by Corentin Blanc

2023

Exploring Generative AI
Martin Fowler (FREE) 2023

Generative AI and particularly LLMs Large Language Models have exploded into the public consciousness.

2023

Using ChatGPT as a technical writing assistant
Martin Fowler (FREE) 2023

An experienced technical author explores using ChatGPT to assist with a number of writing projects.

2023

An example of LLM prompting for programming
Martin Fowler (FREE) 2023

My account of an internal chat with Xu Hao, where he shows how he drives ChatGPT to produce useful self-tested code.

2023

SE Radio 582: Leo Porter and Daniel Zingaro on Learning to Program with LLMs
SE Radio Podcasts (FREE) 2023

Dr. Daniel Zingaro andDr. Leo Porter, co-authors of the book Learn AI-Assisted Python Programming, speak with host <a…

2023

Thus Spake ChatGPT
Communications of the ACM 2023 (12); by Subhabrata Dutta, Tanmoy Chakraborty

2023

Legal Challenges to Generative AI, Part II
Communications of the ACM 2023 (11); by Pamela Samuelson

2023

Generative AI as a New Innovation Platform
Communications of the ACM 2023 (10); by Michael A. Cusumano

2023

The Smallness of Large Language Models
Communications of the ACM 2023 (9); by Peter J. Denning

2023

Generative AI for Software Practitioners
IEEE Software 2023 (4); by Panos Louridas

2023

Echoes of Intelligence: Textual interpretation and large language models
ACM queue (FREE) 2023 (3); by Alvaro Videla

2023

Application of Large Language Models to Software Engineering Tasks: Opportunities, Risks, and Implications
IEEE Software 2023 (3)

2023

Learning Visual Language Models for Video Understanding. (Apprentissage de Modèles Visuels de Langage pour la Compréhension de Vidéos)
PhD Theses 2023 (1); by Antoine Yang

2023

Enriching large language models with semantic lexicons and analogies. (Enrichir des modèles de langue de grande taille avec des lexiques sémantiques et des analogies)
PhD Theses 2023 (1); by Georgios Zervakis

2023

Language Models for Document Understanding. (Modèles de Langages pour les Compréhension de Documents)
PhD Theses 2023 (1); by Thibault Douzon

2023

Endless minds most beautiful: building open-ended linguistic autotelic agents with deep reinforcement learning and language models. (Agents autotéliques linguistiques ouverts avec apprentissage par renforcement profond et modèles de langage)
PhD Theses 2023 (1); by Laetitia Teodorescu

2023

Linguistic Generalization in Transformer-Based Neural Language Models. (La Généralisation Linguistique dans les Modèles de Langage Neuronaux basés sur des Transformeurs)
PhD Theses 2023 (1); by Karim Lasri

2023

Interpreting patient case descriptions with biomedical language models
PhD Theses 2023 (1); by Israa Alghanmi

2023

Modular and Parameter-efficient Fine-tuning of Language Models
PhD Theses 2023 (1); by Jonas Pfeiffer

2023

Learning Word Sense Representations from Neural Language Models
PhD Theses 2023 (1); by Daniel Loureiro

2023

Data-efficient domain adaptation for pretrained language models
PhD Theses 2023 (1); by Xu Guo

2023

Targeted, Realistic and Natural Fault Injection: (using Bug Reports and Generative Language Models)
PhD Theses 2023 (1); by Ahmed Khanfir

2023

Exploration and adaptation of large language models for specialized domains
PhD Theses 2023 (1); by Betty van Aken

2023

Unveiling Real-World Networks: Exploring Natural Language Models and Graph Neural Networks for Pattern Mining
PhD Theses 2023 (1); by Susie Xi Rao

2023

Advancing Knowledge-Enhanced Conversational Systems Leveraging Language Models
PhD Theses 2023 (1); by Md. Rashad Al Hasan Rony

2023

Natural Language Models for Unnatural Languages
PhD Theses 2023 (1); by Wamiq Reyaz Para

2023

Mitigating Data Scarcity for Neural Language Models
PhD Theses 2023 (1); by Hoang Van

2023

Unleash the Power of Large Language Models (LLMs)
GOTO Conference Videos (FREE) 2023; by Daria Hvizdalova

2023

Reinforcement Learning - ChatGPT, Playing Games & More
GOTO Conference Videos (FREE) 2023; by Dean Wampler

2023

Large Language Models: Friend, Foe, or Otherwise
GOTO Conference Videos (FREE) 2023; by Alex Castrounis

2022 (9)

2022

Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research
ACM Computing Surveys 2022 (10)

2022

Language models: past, present, and future
Communications of the ACM 2022 (7); by Hang Li

2022

Finding and Fixing Undesirable Behaviors in Pretrained Language Models
PhD Theses 2022 (1); by Ethan Perez

2022

Predicting Cancer Driver Mutations Using Deep Learning Protein Language Models
PhD Theses 2022 (1); by Judy Du

2022

How Can We Make Language Models Better at Handling the Diversity and Variability of Natural Languages ? (Comment rendre les modèles de langue meilleurs face à la grande diversité et variabilité des langues ?)
PhD Theses 2022 (1); by Benjamin Muller

2022

Accelerating Molecular Discovery with Generative Language Models: A journey through the chemical space
PhD Theses 2022 (1); by Jannis Born

2022

Analysis and Application of Language Models to Human-Generated Textual Content
PhD Theses 2022 (1); by Marco Di Giovanni

2022

In-depth exploration of the syntactic capabilities of autoencoding language models for downstream applications
PhD Theses 2022 (1); by Laura Pérez-Mayos

2022

Tracking Linguistic Abilities in Neural Language Models
PhD Theses 2022 (1); by Alessio Miaschi

2021 (7)

2021

Improving neural language models with black-box analysis and generalization through memorization
PhD Theses 2021 (1); by Urvashi Khandelwal

2021

Controlling Neural Language Models for Affective Music Composition
PhD Theses 2021 (1); by Lucas Ferreira

2021

Word Meaning Representation in Neural Language Models : Lexical Polysemy and Semantic Relationships. (Représentation du sens des mots dans les modèles de langue neuronaux : polysémie lexicale et relations sémantiques)
PhD Theses 2021 (1); by Aina Garí Soler

2021

Comparability, evaluation and benchmarking of large pre-trained language models
PhD Theses 2021 (1); by Matthias Aßenmacher

2021

Analyzing the Causal Relation Between Linguistic Knowledge and the Performance of Language Models Using Structural Equation Modeling
PhD Theses 2021 (1); by Namgi Han

2021

Detecting Hate Speech In Multimodal Memes Using Vision-Language Models
PhD Theses 2021 (1); by Riza Velioglu

2021

Exploring and challenging the limits of language models and their application to human-generated textual content
PhD Theses 2021 (1); by Marco Di Giovanni

2020 (3)

2020

Graphs, geometry, and representations for language models and networks of entities. (Graphes, géométrie et représentations pour le langage et les réseaux d'entités)
PhD Theses 2020 (1); by Sammy Khalife

2020

The roles of language models and hierarchical models in neural sequence-to-sequence prediction
PhD Theses 2020 (1); by Felix Stahlberg

2020

Language model domain adaptation for automatic speech recognition systems
PhD Theses 2020 (1); by Yerbolat Khassanov

2019 (3)

2019

Document expansion and language model re-estimation for information retrieval
PhD Theses 2019 (1); by Garrick Sherman

2019

Training and architecting sequence to sequence language models for applications in varied domains
PhD Theses 2019 (1); by Congrui Li

2019

Numeracy of language models: joint modelling of words and numbers
PhD Theses 2019 (1); by Georgios P. Spithourakis

2018 (3)

2018

Neural language models: Dealing with large vocabularies. (Modèles de langue neuronaux: Gestion des grands vocabulaires)
PhD Theses 2018 (1); by Matthieu Labeau

2018

Conditional Neural Language Models for Multimodal Learning and Natural Language Understanding
PhD Theses 2018 (1); by Jamie Ryan Kiros

2018

Detection of unknown cyber attacks using convolution kernels over attributed language models
PhD Theses 2018 (1); by Patrick Düssel

2017 (1)

2017

Recurrent neural network language models for automatic speech recognition
PhD Theses 2017 (1); by Siva Reddy Gangireddy

2016 (2)

2016

Dynamic language models for hybrid speech recognition
PhD Theses 2016 (1); by Munir Georges

2016

Example based machine translation system between kazakh and turkish supported by statistical language model (Kazakça ve türkçe dilleri arasında örnek tabanlı ve istatistik model destekli makine çeviri sistemi)
PhD Theses 2016 (1); by Gulshat Kessikbayeva

2015 (2)

2015

Investigation on applying modular ontology to statistical language model for information retrieval
PhD Theses 2015 (1); by Jia-Kang Chang

2015

Semantic Language models with deep neural Networks
PhD Theses 2015 (1); by Ali Orkan Bayer

2012 (3)

2012

Énumération exhaustive et détection spécifique des analogies : étude pour les modèles de langue et la traduction automatique. (Complete Enumeration and Specific Detection of Proportional Analogies: Studies for Language Models and Machine Translation)
PhD Theses 2012 (1); by Julien Gosme

2012

Modèles de langue exploitant la similarité structurelle entre séquences pour la reconnaissance de la parole. (Language models exploiting the structural similarity between sequences for automatic speech recognition)
PhD Theses 2012 (1); by Christian Gillot

2012

On the use of language models and topic models in the web : new algorithms for filtering, classification, ranking, and recommendation
PhD Theses 2012 (1)

2011 (2)

2011

Modèles de langage ad hoc pour la reconnaissance automatique de la parole. (Ad-hoc language models for automatic speech recognition)
PhD Theses 2011 (1); by Stanislas Oger

2011

Integrating morphology into automatic speech recognition: Morpholexical and discriminative language models for Turkish (Biçimbilimin otomatik konuşma tanımaya bütünleştirilmesi: Türkçe için biçimsözlüksel ve ayırıcı dil modelleri)
PhD Theses 2011 (1); by Hasim Sak

2010 (3)

2010

Visual Graph Modeling and Retrieval: A Language Model Approach for Scene Recognition. (Modélisation et recherche de graphes visuels : une approche par modèles de langue pour la reconnaissance de scènes)
PhD Theses 2010 (1); by Trong-Ton Pham

2010

Arabic text recognition of printed manuscripts : efficient recognition of off-line printed Arabic text using Hidden Markov Models, Bigram Statistical Language Model, and post-processing
PhD Theses 2010 (1); by Husni A. Al-Muhtaseb

2010

Language models and smoothing methods for information retrieval
PhD Theses 2010 (1); by Najeeb Abdulmutalib

2009 (2)

2009

A study of language models for exploiting user feedback in Information Retrieval
PhD Theses 2009 (1); by Bin Tan

2009

A rule-based language model for speech recognition
PhD Theses 2009 (1); by Tobias Kaufmann

2008 (1)

2008

Exponential language models: efficient scaling and integrability of semantic information
PhD Theses 2008 (1); by Ronny Melz

2007 (1)

2007

Improve KL -Divergence Language Models in Information Retrieval Using Corpus Local Structures
PhD Theses 2007 (1); by Tao Tao

2006 (1)

2006

Inter-Document Similiarities, Language Models, and Ad Hoc Information Retrieval
PhD Theses 2006 (1); by Oren Kurland

2004 (2)

2004

Constructing a language model based on data mining techniques for a Chinese character recognition system
PhD Theses 2004 (1); by Yong Chen

2004

Statistical language models with structural elements
PhD Theses 2004 (1); by Karl Weilhammer

2001 (1)

2001

Using Language Models for Information Retrieval
PhD Theses 2001 (1); by Djoerd Hiemstra

2000 (1)

2000

Sequentialized Language Models
PhD Theses 2000 (1); by John Michael Lake

1998 (1)

1998

Statistical language models for Chinese recognition: speech and character
PhD Theses 1998 (1); by Pak-Kwong Wong

1997 (1)

1997

Exploring lexical resources for text generation in a systemic functional language model
PhD Theses 1997 (1); by Leo Wanner