Waleed Ammar

20 papers · 2011–2023 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 Academic Marathon (12) 🗺️ Taxonomy Completionist (31) 👥 Mega-Team (23) 🏆 Keyword Champion 📈 Trend Setter ⚡ Prolific Year (5) 🗃️ Keyword Collector (76) 💎 Century Club (20)

Conferences

NAACL (8) ACL (6) EMNLP (3) CONLL (1) NIPS (1) SEMEVAL (1)

Top co-authors

Chandra Bhagavatula (5) Chris Dyer (5) Russell Power (3) Lucy Lu Wang (3) Iz Beltagy (3) Kyle Lo (3) Madeleine van Zuylen (3) Matthew E. Peters (2) Joanna Power (2) Sam Skjonsberg (2)

Keywords

relation extraction (4) named entity recognition (3) text classification (3) natural language processing (3) transfer learning (2) entity linking (2) citation analysis (2) knowledge base (2) entity extraction (2) scientific literature (2) information retrieval (1) sequence labeling (1) attention mechanism (1) dependency parsing (1) structured prediction (1) multitask learning (1) natural language understanding (1) text mining (1) intent classification (1) part-of-speech induction (1)

Papers

PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs EMNLP 2023

SUPP.AI: finding evidence for supplement-drug interactions ACL 2020

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019

GrapAL: Connecting the Dots in Scientific Literature ACL 2019

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations) NAACL 2019

Structural Scaffolds for Citation Intent Classification in Scientific Publications NAACL 2019

Combining Distant and Direct Supervision for Neural Relation Extraction NAACL 2019

Ontology alignment in the biomedical domain using entity definitions and context ACL 2018

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications NAACL 2018

Construction of the Literature Graph in Semantic Scholar NAACL 2018

Content-Based Citation Recommendation NAACL 2018

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction SEMEVAL 2017

Semi-supervised sequence tagging with bidirectional language models ACL 2017

Ontology-Aware Token Embeddings for Prepositional Phrase Attachment ACL 2017

Unsupervised POS Induction with Word Embeddings NAACL 2015

Constraint-Based Models of Lexical Borrowing NAACL 2015

Model Selection for Type-Supervised Learning with Application to POS Tagging CONLL 2015

Conditional Random Field Autoencoders for Unsupervised Structured Prediction NIPS 2014

Discrete Log-Linear Autoencoders for Unsupervised Learning of Linguistic Structure EMNLP 2013

Improved Transliteration Mining Using Graph Reinforcement EMNLP 2011