Shareghi, Ehsan
- Self-Alignment Pretraining for Biomedical Entity Representations
2020/10/22 by Liu, Fangyu, Shareghi, Ehsan, Meng, Zaiqiao +2 · 25 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FireAct: Toward Language Agent Fine-tuning
2023/10/09 by Baian Chen, Chen, Baian, Chang Shu +9 · 31 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
2024/03/25 by Yinhong Liu, Liu, Yinhong, Han Zhou +11 · 32 citations
Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation
2023/05/24 by Yuan Yang, Yang, Yuan, Siheng Xiong +7 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance
2024/01/27 by Adrian Theuma, Theuma, Adrian, Ehsan Shareghi +1 · 7 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods
- Audio Is the Achilles' Heel: Red Teaming Audio Large Multimodal Models
2024/10/31 by Yang, Hao, Qu, Lizhen, Shareghi, Ehsan +1 · 9 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
2023/05/21 by Jiuzhou Han, Han, Jiuzhou, Nigel Collier +5 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Koala: An Index for Quantifying Overlaps with Pre-training Corpora
2023/03/26 by Vu, Thuy-Trang, He, Xuanli, Haffari, Gholamreza +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models
2024/10/03 by Yinhong Liu, Liu, Yinhong, Zhijiang Guo +8 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Towards Uncertainty-Aware Language Agent
2024/01/25 by Han, Jiuzhou, Buntine, Wray, Shareghi, Ehsan · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- COMETA: A Corpus for Medical Entity Linking in the Social Media
2020/10/07 by Basaldella, Marco, Liu, Fangyu, Shareghi, Ehsan +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Jigsaw Puzzles: Splitting Harmful Questions to Jailbreak Large Language Models
2024/10/15 by Yang, Hao, Qu, Lizhen, Shareghi, Ehsan +1 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification
2024/09/24 by Ramya Thatikonda, Thatikonda, Ramya Keerthy, Jiuzhou Han +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence
2024/02/15 by Liu, Yinhong, Su, Yixuan, Shareghi, Ehsan +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Can LLMs Reason in the Wild with Programs?
2024/06/19 by Yang, Yuan, Xiong, Siheng, Payani, Ali +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters
2020/12/31 by Zhao, Mengjie, Zhu, Yi, Shareghi, Ehsan +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- It is Not as Good as You Think! Evaluating Simultaneous Machine Translation on Interpretation Data
2021/10/11 by Jinming Zhao, Zhao, Jinming, Philip Arthur +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
2021/11/07 by Su, Yixuan, Liu, Fangyu, Meng, Zaiqiao +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
2021/10/15 by Zaiqiao Meng, Meng, Zaiqiao, Fangyu Liu +9 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Self-supervised Graph Masking Pre-training for Graph-to-Text Generation
2022/10/19 by Jiuzhou Han, Ehsan Shareghi, Han, Jiuzhou +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT
2021/09/10 by Meng, Zaiqiao, Liu, Fangyu, Clark, Thomas Hikaru +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Investigating Pre-trained Audio Encoders in the Low-Resource Condition
2023/05/28 by Yang, Hao, Jinming Zhao, Gholamreza Haffari +4 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- A Closer Look at Logical Reasoning with LLMs: The Choice of Tool Matters
2024/06/01 by Lam, Long Hei Matthew, Thatikonda, Ramya Keerthy, Shareghi, Ehsan · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights
2024/06/25 by Yang, Hao, Lizhen Qu, Qu, Lizhen +4 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
- Simultaneous Machine Translation with Large Language Models
2023/09/13 by Wang, Minghan, Zhao, Jinming, Vu, Thuy-Trang +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models
2024/02/16 by Wang, Minghan, Vu, Thuy-Trang, Wang, Yuxia +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- One STEP at a time: Language Agents are Stepwise Planners
2024/11/13 by Nguyen, Minh, Shareghi, Ehsan · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)