Sentence Completion

45 papers with code • 1 benchmarks • 2 datasets

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Latest papers with no code

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models

no code yet • 28 Oct 2022

In this paper, we develop a novel semi-parametric language model architecture, Knowledge-in-Context (KiC), which empowers a parametric text-to-text language model with a knowledge-rich external memory.

Effidit: Your AI Writing Assistant

no code yet • 3 Aug 2022

In Effidit, we significantly expand the capacities of a writing assistant by providing functions in five categories: text completion, error checking, text polishing, keywords to sentences (K2S), and cloud input methods (cloud IME).

Efficient Language Modeling with Sparse all-MLP

no code yet • 14 Mar 2022

All-MLP architectures have attracted increasing interest as an alternative to attention-based models.

SeqPATE: Differentially Private Text Generation via Knowledge Distillation

no code yet • 29 Sep 2021

Differentially private (DP) learning algorithms provide guarantees on identifying the existence of a training sample from model outputs.

Language Models as a Knowledge Source for Cognitive Agents

no code yet • 17 Sep 2021

We introduce language models and the various tasks to which they have been applied and then review methods of knowledge extraction from language models.

Differentially Private n-gram Extraction

no code yet • NeurIPS 2021

We revisit the problem of $n$-gram extraction in the differential privacy setting.

Learning Better Sentence Representation with Syntax Information

no code yet • 9 Jan 2021

However, how to add external knowledge to further improve the semantic modeling capability of model is worth probing.

A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks

no code yet • ICLR 2021

This paper initiates a mathematical study of this phenomenon for the downstream task of text classification by considering the following questions: (1) What is the intuitive connection between the pretraining task of next word prediction and text classification?

Defining and Evaluating Fair Natural Language Generation

no code yet • WS 2020

Our work focuses on the biases that emerge in the natural language generation (NLG) task of sentence completion.

iCap: Interactive Image Captioning with Predictive Text

no code yet • 31 Jan 2020

In this paper we study a brand new topic of interactive image captioning with human in the loop.