Papers by Anshul Nasery
Rule Augmented Unsupervised Constituency Parsing (2021.findings-acl)
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| Challenge: | Recent studies have shown that unsupervised parsing methods do not learn meaningful semantics (not even simple grammar) |
| Approach: | They propose an approach that utilizes very generic linguistic knowledge of the language present in the form of syntactic grammar rules and is independent of the base system. |
| Outcome: | The proposed model is independent of the base system and takes advantage of syntactic grammar rules. |
MIMOQA: Multimodal Input Multimodal Output Question Answering (2021.naacl-main)
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| Challenge: | Multimodal research has picked up significantly in the space of question answering with the task being extended to visual question answering, charts question answering as well as multimodal input question answering. |
| Approach: | They propose a multimodal question-answering task that produces a unimodal textual output as the answer through human experiments. |
| Outcome: | The proposed framework outperforms existing frameworks on both automatic and human metrics. |