Ehsan Shareghi

Self-Alignment Pretraining for Biomedical Entity Representations

2021

Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.

Simultaneous Machine Translation with Large Language Models

2023 · arXiv (Cornell University)

Real-world simultaneous machine translation (SimulMT) systems face more challenges than just the quality-latency trade-off. They also need to address issues related to robustness with noisy input, processing long contexts, and flexibility for knowledge injection. These …

Reward Engineering for Generating Semi-structured Explanation

2023 · Monash University Research Portal (Monash University)

Semi-structured explanation depicts the implicit process of a reasoner with an explicit representation. This explanation highlights how available information in a specific query is utilised and supplemented with information a reasoner produces from its internal …

FireAct: Toward Language Agent Fine-tuning

2023 · arXiv (Cornell University)

Recent efforts have augmented language models (LMs) with external tools or environments, leading to the development of language agents that can reason and act. However, most of these agents rely on few-shot prompting techniques with …