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Question Answering

452 papers with code · Natural Language Processing

( Image credit: SQuAD )

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Latest papers with code

ManyModalQA: Modality Disambiguation and QA over Diverse Inputs

22 Jan 2020hannandarryl/ManyModalQA

To demonstrate this ambiguity, we construct a modality selector (or disambiguator) network, and this model gets substantially lower accuracy on our challenge set, compared to existing datasets, indicating that our questions are more ambiguous.

QUESTION ANSWERING TRANSFER LEARNING

0
22 Jan 2020

Recommending Themes for Ad Creative Design via Visual-Linguistic Representations

20 Jan 2020joey1993/ad-themes

There is a perennial need in the online advertising industry to refresh ad creatives, i. e., images and text used for enticing online users towards a brand.

QUESTION ANSWERING RECOMMENDATION SYSTEMS VISUAL QUESTION ANSWERING

0
20 Jan 2020

Neural Stored-program Memory

ICLR 2020 thaihungle/NSM

Neural networks powered with external memory simulate computer behaviors.

FEW-SHOT LEARNING QUESTION ANSWERING

3
01 Jan 2020

The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries

30 Dec 2019achaudhury/shmoop-corpus

Understanding stories is a challenging reading comprehension problem for machines as it requires reading a large volume of text and following long-range dependencies.

ABSTRACTIVE TEXT SUMMARIZATION QUESTION ANSWERING READING COMPREHENSION

6
30 Dec 2019

AdvCodec: Towards A Unified Framework for Adversarial Text Generation

22 Dec 2019aisecure/AdvCodec

In particular, we propose a tree-based autoencoder to encode discrete text data into continuous vector space, upon which we optimize the adversarial perturbation.

ADVERSARIAL TEXT QUESTION ANSWERING SENTIMENT ANALYSIS TEXT GENERATION

2
22 Dec 2019

Macaw: An Extensible Conversational Information Seeking Platform

18 Dec 2019microsoft/macaw

Such research will require data and tools, to allow the implementation and study of conversational systems.

INFORMATION RETRIEVAL QUESTION ANSWERING

69
18 Dec 2019

Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering

16 Dec 2019siat-nlp/TransDG

In this paper, we propose a novel knowledge-aware dialogue generation model (called TransDG), which transfers question representation and knowledge matching abilities from knowledge base question answering (KBQA) task to facilitate the utterance understanding and factual knowledge selection for dialogue generation.

DIALOGUE GENERATION KNOWLEDGE BASE QUESTION ANSWERING

8
16 Dec 2019

Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering

11 Dec 2019ccasimiro88/TranslateAlignRetrieve

We then used this dataset to train Spanish QA systems by fine-tuning a Multilingual-BERT model.

QUESTION ANSWERING

2
11 Dec 2019

12-in-1: Multi-Task Vision and Language Representation Learning

5 Dec 2019jiasenlu/vilbert_beta

Much of vision-and-language research focuses on a small but diverse set of independent tasks and supporting datasets often studied in isolation; however, the visually-grounded language understanding skills required for success at these tasks overlap significantly.

IMAGE RETRIEVAL QUESTION ANSWERING REPRESENTATION LEARNING VISUAL QUESTION ANSWERING

209
05 Dec 2019