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

Risk Aware Benchmarking of Large Language Models
- - Apoorva Nitsure
  - Youssef Mroueh
  - et al.
- 2024
- ICML 2024
Larimar: Large Language Models with Episodic Memory Control
- - Payel Das
  - SUBHAJIT CHAUDHURY
  - et al.
- 2024
- ICML 2024
Curiosity-driven Red-teaming for Large Language Models
- - Zhang-wei Hong
  - Idan Shenfeld
  - et al.
- 2024
- ICLR 2024
Fairness-Aware Structured Pruning in Transformers
- - Abdelrahman Zayed
  - Gonçalo Mordido
  - et al.
- 2024
- AAAI 2024
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
- - Nicolas Deutschmann
  - Marvin Alberts
  - et al.
- 2024
- AAAI 2024
Efficient Equivariant Transfer Learning from Pretrained Models
- - Sourya Basu
  - Pulkit Katdare
  - et al.
- 2023
- NeurIPS 2023
Fourier Representations for Black-Box Optimization over Categorical Variables
- - Hamid Dadkhahi
  - Jesus Rios
  - et al.
- 2022
- AAAI 2022
Quality Controlled Paraphrase Generation
- - Elron Bandel
  - Ranit Aharonov
  - et al.
- 2022
- ACL 2022
Effective Dynamics of Generative Adversarial Networks
- - Shenshen Wang
  - Steven Durr
  - et al.
- 2024
- APS March Meeting 2024
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- MRS Spring Meeting 2023