Lajanugen Logeswaran

According to our database, Lajanugen Logeswaran authored at least 27 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AutoGuide: Automated Generation and Selection of State-Aware Guidelines for Large Language Model Agents.

Yao Fu, Dong-Ki Kim, Jaekyeom Kim, Sungryull Sohn, Lajanugen Logeswaran, Kyunghoon Bae, Honglak Lee

CoRR, 2024

2023

Code Models are Zero-shot Precondition Reasoners.

Lajanugen Logeswaran, Sungryull Sohn, Yiwei Lyu, Anthony Zhe Liu, Dong-Ki Kim, Dongsub Shim, Moontae Lee, Honglak Lee

CoRR, 2023

MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning.

Dong-Ki Kim, Sungryull Sohn, Lajanugen Logeswaran, Dongsub Shim, Honglak Lee

CoRR, 2023

Exploring Demonstration Ensembling for In-context Learning.

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

CoRR, 2023

Discriminator-Guided Multi-step Reasoning with Language Models.

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

CoRR, 2023

Multimodal Subtask Graph Generation from Instructional Videos.

Yunseok Jang, Sungryull Sohn, Lajanugen Logeswaran, Tiange Luo, Moontae Lee, Honglak Lee

CoRR, 2023

Exploring the Benefits of Training Expert Language Models over Instruction Tuning.

Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo

Proceedings of the International Conference on Machine Learning, 2023

Merging Generated and Retrieved Knowledge for Open-Domain QA.

Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

TOD-Flow: Modeling the Structure of Task-Oriented Dialogues.

Sungryull Sohn, Yiwei Lyu, Anthony Z. Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Picture is Worth a Thousand Words: Language Models Plan from Pixels.

Anthony Z. Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GRACE: Discriminator-Guided Chain-of-Thought Reasoning.

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Unsupervised Task Graph Generation from Instructional Video Transcripts.

Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Few-shot Reranking for Multi-hop QA via Language Model Prompting.

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Knowledge Unlearning for Mitigating Privacy Risks in Language Models.

Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee, Lajanugen Logeswaran, Minjoon Seo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Learning Compositional Tasks from Language Instructions.

Lajanugen Logeswaran, Wilka Carvalho, Honglak Lee

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA.

Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang

CoRR, 2022

Few-shot Subgoal Planning with Language Models.

Lajanugen Logeswaran, Yao Fu, Moontae Lee, Honglak Lee

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Sample-efficient Learning and Generalization with Text Representations.

Lajanugen Logeswaran

PhD thesis, 2021

2020

Few-shot Sequence Learning with Transformers.

Lajanugen Logeswaran, Ann Lee, Myle Ott, Honglak Lee, Marc'Aurelio Ranzato, Arthur Szlam

CoRR, 2020

2019

Zero-Shot Entity Linking by Reading Entity Descriptions.

Lajanugen Logeswaran, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, Jacob Devlin, Honglak Lee

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Content preserving text generation with attribute controls.

Lajanugen Logeswaran, Honglak Lee, Samy Bengio

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

An efficient framework for learning sentence representations.

Lajanugen Logeswaran, Honglak Lee

Proceedings of the 6th International Conference on Learning Representations, 2018

Sentence Ordering and Coherence Modeling using Recurrent Neural Networks.

Lajanugen Logeswaran, Honglak Lee, Dragomir R. Radev

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Sentence Ordering using Recurrent Neural Networks.

Lajanugen Logeswaran, Honglak Lee, Dragomir R. Radev

CoRR, 2016

Generative Adversarial Text to Image Synthesis.

Scott E. Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee

Proceedings of the 33nd International Conference on Machine Learning, 2016

Performance, Resource, and Cost Aware Resource Provisioning in the Cloud.

Lajanugen Logeswaran, H. M. N. Dilum Bandara, H. S. Bhathiya

Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2014

Solving Jigsaw Puzzles using Paths and Cycles.

Lajanugen Logeswaran

Proceedings of the British Machine Vision Conference, 2014