Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors
- Ido Amos
- Jonathan Berant
- et al.
- 2024
- ICLR 2024
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.
Date
Featured collections
Popular topics
644 results for Natural Language Processing
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
- Nicolas Menet
- Michael Hersche
- et al.
- 2023
- NeurIPS 2023
- Topic
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- Ella Neeman
- Roee Aharoni
- et al.
- 2023
- ACL 2023
From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization
- Arie Cattan
- Lilach Eden
- et al.
- 2023
- ACL 2023
FETA: Towards Specializing Foundational Models for Expert Task Applications
- Amit Alfassy
- Assaf Arbelle
- et al.
- 2022
- NeurIPS 2022
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations
- Arjit Jain
- Sunita Sarawagi
- et al.
- 2022
- VLDB 2022
Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents
- Keerthiram Murugesan
- Subhajit Chaudhury
- et al.
- 2022
- AAAI 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
- Victor Sanh
- Albert Webson
- et al.
- 2022
- ICLR 2022
Linking Emergent and Natural Languages via Corpus Transfer
- Shunyu Yao
- Mo Yu
- et al.
- 2022
- ICLR 2022
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
- Cheng-I Jeff Lai
- Yang Zhang
- et al.
- 2021
- NeurIPS 2021