Feng Nie

5 papers · 2018–2020 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

EMNLP (2) ACL (1) COLING (1) CoNLL (1)

Top co-authors

Chin-Yew Lin (4) Jinpeng Wang (4) Rong Pan (3) Jin-ge Yao (2) Jing Liu (1) Yufei Feng (1) Quan Liu (1) Xiaodan Zhu (1) Zhigang Chen (1) Shuyan Zhou (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Architectures (2) Core AI (2) Core Methods (1) Generation (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Techniques (1)

Keywords

data-to-text generation (2) attention mechanism (1) fact verification (1) natural language inference (1) semantic parsing (1) semantic alignment (1) graph attention network (1) tabular data (1) hallucination reduction (1) table understanding (1) semantic correspondence (1) conditional random field (1) gating mechanism (1) table processing (1) neural language generation (1) program execution (1) symbolic operation (1) evidence fusion (1) local-to-global alignment (1) data refinement (1)

Papers

Learning Semantic Correspondences from Noisy Data-text Pairs by Local-to-Global Alignments COLING 2020 Program Enhanced Fact Verification with Verbalization and Graph Attention Network EMNLP 2020 A Simple Recipe towards Reducing Hallucination in Neural Surface Realisation ACL 2019 Aggregated Semantic Matching for Short Text Entity Linking CoNLL 2018 Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018