End-to-End Object Detection with Transformers

26 May 2020facebookresearch/detr

We present a new method that views object detection as a direct set prediction problem.

OBJECT DETECTION PANOPTIC SEGMENTATION

1,326
26 May 2020

MVIN: Learning Multiview Items for Recommendation

26 May 2020johnnyjana730/MVIN

From the entity view, the mixing layer contrasts layer-wise GCN information to further obtain comprehensive features from internal entity-entity interactions in the KG.

KNOWLEDGE GRAPHS RECOMMENDATION SYSTEMS

8
26 May 2020

GECToR -- Grammatical Error Correction: Tag, Not Rewrite

26 May 2020grammarly/gector

In this paper, we present a simple and efficient GEC sequence tagger using a Transformer encoder.

GRAMMATICAL ERROR CORRECTION

18
26 May 2020

How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements

25 May 2020noveens/reviews4rec

We investigate a growing body of work that seeks to improve recommender systems through the use of review text.

RECOMMENDATION SYSTEMS

0
25 May 2020

Knowledge Graph Simple Question Answering for Unseen Domains

25 May 2020GSidiropoulos/kgsqa_for_unseen_domains

Knowledge graph simple question answering (KGSQA), in its standard form, does not take into account that human-curated question answering training data only cover a small subset of the relations that exist in a Knowledge Graph (KG), or even worse, that new domains covering unseen and rather different to existing domains relations are added to the KG.

DOMAIN ADAPTATION QUESTION ANSWERING QUESTION GENERATION

0
25 May 2020

NILE : Natural Language Inference with Faithful Natural Language Explanations

25 May 2020SawanKumar28/nile

In this work, we focus on the task of natural language inference (NLI) and address the following question: can we build NLI systems which produce labels with high accuracy, while also generating faithful explanations of its decisions?

DECISION MAKING NATURAL LANGUAGE INFERENCE

1
25 May 2020

Stable Style Transformer: Delete and Generate Approach with Encoder-Decoder for Text Style Transfer

25 May 2020rungjoo/Stable-Style-Transformer

Many previous systems are difficult to use in certain situations because they are unstable in some evaluation metrics.

STYLE TRANSFER TEXT STYLE TRANSFER

1
25 May 2020

Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding

25 May 2020coastalcph/koepsala-parser

We present K{\o}psala, the Copenhagen-Uppsala system for the Enhanced Universal Dependencies Shared Task at IWPT 2020.

TOKENIZATION

2
25 May 2020

Degree-Aware Alignment for Entities in Tail

25 May 2020DexterZeng/DAT

Entity alignment (EA) is to discover equivalent entities in knowledge graphs (KGs), which bridges heterogeneous sources of information and facilitates the integration of knowledge.

ENTITY ALIGNMENT KNOWLEDGE GRAPHS WORD EMBEDDINGS

0
25 May 2020

Query Resolution for Conversational Search with Limited Supervision

24 May 2020nickvosk/sigir2020-query-resolution

Context from the conversational history can be used to arrive at a better expression of the current turn query, defined as the task of query resolution.

1
24 May 2020