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02/23/2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
Large language models have demonstrated an emergent capability in answer...
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02/22/2023
Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
Large-scale multi-modal pre-training models such as CLIP and PaLI exhibi...
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09/23/2022
Promptagator: Few-shot Dense Retrieval From 8 Examples
Much recent research on information retrieval has focused on how to tran...
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04/12/2022
ASQA: Factoid Questions Meet Long-Form Answers
An abundance of datasets and availability of reliable evaluation metrics...
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12/16/2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning
For open-domain conversational question answering (CQA), it is important...
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12/15/2021
Large Dual Encoders Are Generalizable Retrievers
It has been shown that dual encoders trained on one domain often fail to...
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05/01/2020
Sparse, Dense, and Attentional Representations for Text Retrieval
Dual encoder architectures perform retrieval by encoding documents and q...
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04/24/2020
Contextualized Representations Using Textual Encyclopedic Knowledge
We present a method to represent input texts by contextualizing them joi...
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09/08/2019
Entity. Relation, and Event Extraction with Contextualized Span Representations
We examine the capabilities of a unified, multi-task framework for three...
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05/20/2019
PaperRobot: Incremental Draft Generation of Scientific Ideas
We present a PaperRobot who performs as an automatic research assistant ...
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04/05/2019
A General Framework for Information Extraction using Dynamic Span Graphs
We introduce a general framework for several information extraction task...
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04/04/2019
Text Generation from Knowledge Graphs with Graph Transformers
Generating texts which express complex ideas spanning multiple sentences...
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12/14/2018
Information Extraction from Scientific Literature for Method Recommendation
As a research community grows, more and more papers are published each y...
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09/19/2018
Monolingual sentence matching for text simplification
This work improves monolingual sentence alignment for text simplificatio...
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08/29/2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
We introduce a multi-task setup of identifying and classifying entities,...
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08/26/2018
Scientific Relation Extraction with Selectively Incorporated Concept Embeddings
This paper describes our submission for the SemEval 2018 Task 7 shared t...
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10/20/2017
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models
Building a persona-based conversation agent is challenging owing to the ...
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08/21/2017
Scientific Information Extraction with Semi-supervised Neural Tagging
This paper addresses the problem of extracting keyphrases from scientifi...
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03/31/2016