Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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72 results for Trustworthy Generation

STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models
- - Shreyas Basavatia
  - Keerthiram Murugesan
  - et al.
- 2024
- ACL 2024
Aligners: Decoupling LLMs and Alignment
- - Lilian Ngweta
  - Mayank Agarwal
  - et al.
- 2024
- ICLR 2024
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
- - Keerthiram Murugesan
  - Sarathkrishna Swaminathan
  - et al.
- 2023
- ACL 2023
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
Interpolating Item and User Fairness in Multi-Sided Recommendations
- - Qinyi Chen
  - Jason Cheuk Nam Liang
  - et al.
- 2024
- NeurIPS 2024
IberianVoxel: Automatic Completion of Iberian Ceramics for Cultural Heritage Studies
- - Pablo Navarro
  - Celia Cintas
  - et al.
- 2023
- IJCAI 2023
Investigating Explainability of Generative AI for Code through Scenario-based Design
- - Jiao Sun
  - Q. Vera Liao
  - et al.
- 2022
- IUI 2022
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
- - Pierre Dognin
  - Inkit Padhi
  - et al.
- 2021
- EMNLP 2021
Tabular Transformers for Modeling Multivariate Time Series
- - Inkit Padhi
  - Yair Schiff
  - et al.
- 2021
- ICASSP 2021
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
- - Youssef Mroueh
  - Truyen V. Nguyen
- 2021
- AISTATS 2021