Alert button
Picture for Armen Aghajanyan

Armen Aghajanyan

Alert button

InCoder: A Generative Model for Code Infilling and Synthesis

Apr 17, 2022
Daniel Fried, Armen Aghajanyan, Jessy Lin, Sida Wang, Eric Wallace, Freda Shi, Ruiqi Zhong, Wen-tau Yih, Luke Zettlemoyer, Mike Lewis

Figure 1 for InCoder: A Generative Model for Code Infilling and Synthesis
Figure 2 for InCoder: A Generative Model for Code Infilling and Synthesis
Figure 3 for InCoder: A Generative Model for Code Infilling and Synthesis
Figure 4 for InCoder: A Generative Model for Code Infilling and Synthesis
Viaarxiv icon

Improving Passage Retrieval with Zero-Shot Question Generation

Apr 15, 2022
Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer

Figure 1 for Improving Passage Retrieval with Zero-Shot Question Generation
Figure 2 for Improving Passage Retrieval with Zero-Shot Question Generation
Figure 3 for Improving Passage Retrieval with Zero-Shot Question Generation
Figure 4 for Improving Passage Retrieval with Zero-Shot Question Generation
Viaarxiv icon

CM3: A Causal Masked Multimodal Model of the Internet

Jan 19, 2022
Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer

Figure 1 for CM3: A Causal Masked Multimodal Model of the Internet
Figure 2 for CM3: A Causal Masked Multimodal Model of the Internet
Figure 3 for CM3: A Causal Masked Multimodal Model of the Internet
Figure 4 for CM3: A Causal Masked Multimodal Model of the Internet
Viaarxiv icon

CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training

Oct 14, 2021
Patrick Huber, Armen Aghajanyan, Barlas Oğuz, Dmytro Okhonko, Wen-tau Yih, Sonal Gupta, Xilun Chen

Figure 1 for CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
Figure 2 for CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
Figure 3 for CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
Figure 4 for CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
Viaarxiv icon

VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding

Oct 01, 2021
Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer

Figure 1 for VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Figure 2 for VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Figure 3 for VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Figure 4 for VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
Viaarxiv icon

RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing

Sep 21, 2021
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov

Figure 1 for RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing
Figure 2 for RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing
Figure 3 for RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing
Figure 4 for RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing
Viaarxiv icon

HTLM: Hyper-Text Pre-Training and Prompting of Language Models

Jul 14, 2021
Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer

Figure 1 for HTLM: Hyper-Text Pre-Training and Prompting of Language Models
Figure 2 for HTLM: Hyper-Text Pre-Training and Prompting of Language Models
Figure 3 for HTLM: Hyper-Text Pre-Training and Prompting of Language Models
Figure 4 for HTLM: Hyper-Text Pre-Training and Prompting of Language Models
Viaarxiv icon

Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog

Apr 11, 2021
Arun Babu, Akshat Shrivastava, Armen Aghajanyan, Ahmed Aly, Angela Fan, Marjan Ghazvininejad

Figure 1 for Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
Figure 2 for Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
Figure 3 for Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
Figure 4 for Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
Viaarxiv icon

Muppet: Massive Multi-task Representations with Pre-Finetuning

Jan 26, 2021
Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava, Xilun Chen, Luke Zettlemoyer, Sonal Gupta

Figure 1 for Muppet: Massive Multi-task Representations with Pre-Finetuning
Figure 2 for Muppet: Massive Multi-task Representations with Pre-Finetuning
Figure 3 for Muppet: Massive Multi-task Representations with Pre-Finetuning
Figure 4 for Muppet: Massive Multi-task Representations with Pre-Finetuning
Viaarxiv icon