Browse > Natural Language Processing > Question Answering

Question Answering

493 papers with code ยท Natural Language Processing

( Image credit: SQuAD )

Leaderboards

TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

Latest papers without code

Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing

8 Apr 2020

After identifying KGs for each question, we examine the skew in the distribution of the number of questions for each KG.

QUESTION ANSWERING QUESTION GENERATION VISUAL QUESTION ANSWERING

What do Models Learn from Question Answering Datasets?

7 Apr 2020

While models have reached superhuman performance on popular question answering (QA) datasets such as SQuAD, they have yet to outperform humans on the task of question answering itself.

QUESTION ANSWERING

Automated Utterance Generation

7 Apr 2020

Conversational AI assistants are becoming popular and question-answering is an important part of any conversational assistant.

QUESTION ANSWERING

Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering

7 Apr 2020

Open Domain Question Answering requires systems to retrieve external knowledge and perform multi-hop reasoning by composing knowledge spread over multiple sentences.

INFORMATION RETRIEVAL OPEN-DOMAIN QUESTION ANSWERING

Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering

7 Apr 2020

Neural approaches to natural language processing (NLP) often fail at the logical reasoning needed for deeper language understanding.

QUESTION ANSWERING

Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games

6 Apr 2020

We propose the new problem of learning to recover reasoning chains from weakly supervised signals, i. e., the question-answer pairs.

QUESTION ANSWERING

Query Focused Multi-Document Summarization with Distant Supervision

6 Apr 2020

We consider the problem of better modeling query-cluster interactions to facilitate query focused multi-document summarization (QFS).

DOCUMENT SUMMARIZATION MULTI-DOCUMENT SUMMARIZATION QUESTION ANSWERING

Enhancing Review Comprehension with Domain-Specific Commonsense

6 Apr 2020

In this paper, we introduce xSense, an effective system for review comprehension using domain-specific commonsense knowledge bases (xSense KBs).

ASPECT EXTRACTION QUESTION ANSWERING SENTIMENT ANALYSIS

Deep Learning Based Text Classification: A Comprehensive Review

6 Apr 2020

Deep learning based models have surpassed classical machine learning based approaches in various text classification tasks, including sentiment analysis, news categorization, question answering, and natural language inference.

NATURAL LANGUAGE INFERENCE QUESTION ANSWERING SENTIMENT ANALYSIS TEXT CLASSIFICATION