Shrimai Prabhumoye | DeepAI

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∙ 05/24/2023

SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning

Open-world survival games pose significant challenges for AI algorithms ...

0 Yue Wu, et al. ∙

∙ 05/03/2023

Plan, Eliminate, and Track – Language Models are Good Teachers for Embodied Agents

Pre-trained large language models (LLMs) capture procedural knowledge ab...

0 Yue Wu, et al. ∙

∙ 03/30/2023

Self-Refine: Iterative Refinement with Self-Feedback

Like people, LLMs do not always generate the best text for a given gener...

2 Aman Madaan, et al. ∙

∙ 02/14/2023

Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models

Pretrained large language models have become indispensable for solving v...

0 Shrimai Prabhumoye, et al. ∙

∙ 02/14/2023

AutoBiasTest: Controllable Sentence Generation for Automated and Open-Ended Social Bias Testing in Language Models

Social bias in Pretrained Language Models (PLMs) affects text generation...

35 Rafal Kocielnik, et al. ∙

∙ 11/21/2022

Can You Label Less by Using Out-of-Domain Data? Active Transfer Learning with Few-shot Instructions

Labeling social-media data for custom dimensions of toxicity and social ...

32 Rafal Kocielnik, et al. ∙

∙ 10/25/2022

Evaluating Parameter Efficient Learning for Generation

Parameter efficient learning methods (PERMs) have recently gained signif...

0 Peng Xu, et al. ∙

∙ 10/12/2022

Context Generation Improves Open Domain Question Answering

Closed-book question answering (QA) requires a model to directly answer ...

12 Dan Su, et al. ∙

∙ 03/16/2022

Multi-Stage Prompting for Knowledgeable Dialogue Generation

Existing knowledge-grounded dialogue systems typically use finetuned ver...

0 Zihan Liu, et al. ∙

∙ 01/28/2022

Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model

Pretrained general-purpose language models can achieve state-of-the-art ...

8 Shaden Smith, et al. ∙

∙ 12/15/2021

Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

Detecting social bias in text is challenging due to nuance, subjectivity...

22 Shrimai Prabhumoye, et al. ∙

∙ 04/26/2021

Focused Attention Improves Document-Grounded Generation

Document grounded generation is the task of using the information provid...

26 Shrimai Prabhumoye, et al. ∙

∙ 10/09/2020

Case Study: Deontological Ethics in NLP

Recent work in natural language processing (NLP) has focused on ethical ...

0 Shrimai Prabhumoye, et al. ∙

∙ 05/04/2020

Exploring Controllable Text Generation Techniques

Neural controllable text generation is an important area gaining attenti...

0 Shrimai Prabhumoye, et al. ∙

∙ 05/01/2020

Topological Sort for Sentence Ordering

Sentence ordering is the task of arranging the sentences of a given text...

0 Shrimai Prabhumoye, et al. ∙

∙ 04/29/2020

Politeness Transfer: A Tag and Generate Approach

This paper introduces a new task of politeness transfer which involves c...

0 Aman Madaan, et al. ∙

∙ 02/07/2020

I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-oriented dialogue agents

Dialogue research tends to distinguish between chit-chat and goal-orient...

8 Shrimai Prabhumoye, et al. ∙

∙ 02/07/2020

I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-orientated dialogue agents

Dialogue research tends to distinguish between chit-chat and goal-orient...

6 Shrimai Prabhumoye, et al. ∙

∙ 01/14/2020

Modeling Product Search Relevance in e-Commerce

With the rapid growth of e-Commerce, online product search has emerged a...

0 Rahul Radhakrishnan Iyer, et al. ∙

∙ 11/20/2019

Generating Interactive Worlds with Text

Procedurally generating cohesive and interesting game environments is ch...

29 Angela Fan, et al. ∙

∙ 06/14/2019

Principled Frameworks for Evaluating Ethics in NLP Systems

We critique recent work on ethics in natural language processing. Those ...

5 Shrimai Prabhumoye, et al. ∙

∙ 06/14/2019

"My Way of Telling a Story": Persona based Grounded Story Generation

Visual storytelling is the task of generating stories based on a sequenc...

0 Shrimai Prabhumoye, et al. ∙

∙ 05/13/2019

Towards Content Transfer through Grounded Text Generation

Recent work in neural generation has attracted significant interest in c...

0 Shrimai Prabhumoye, et al. ∙

∙ 01/31/2019

The Second Conversational Intelligence Challenge (ConvAI2)

We describe the setting and results of the ConvAI2 NeurIPS competition t...

2 Emily Dinan, et al. ∙

∙ 09/19/2018

A Dataset for Document Grounded Conversations

This paper introduces a document grounded dataset for text conversations...

0 Kangyan Zhou, et al. ∙

∙ 09/17/2018

Style Transfer Through Multilingual and Feedback-Based Back-Translation

Style transfer is the task of transferring an attribute of a sentence (e...

0 Shrimai Prabhumoye, et al. ∙

∙ 04/24/2018

Style Transfer Through Back-Translation

Style transfer is the task of rephrasing the text to contain specific st...

0 Shrimai Prabhumoye, et al. ∙

∙ 07/14/2017

Linguistic Markers of Influence in Informal Interactions

There has been a long standing interest in understanding `Social Influen...

0 Shrimai Prabhumoye, et al. ∙

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