Language Modeling with N-Grams

Matthew O’Brien - http://aclweb.org/anthology/P09-2086

Manwen Zhu - http://aclweb.org/anthology/P14-2002

Part-of-Speech Tagging

Pranut Jain - Fast and Robust Part-of-Speech Tagging Using Dynamic Model Selection

Formal Grammars and Syntactic Parsing

Nathaniel Blake - Deterministic Parsing of Syntactic Non-fluencies

Statistical Parsing

Gaoxiang Zhou -  http://aclweb.org/anthology/N07-2041

Vector Semantics

Khushboo Thaker - Non-distributional Word Vector Representations

Semantics with Dense Vectors

Luca Luginii - Linguistic Regularities in Continuous Space Word Representations

Computing with Word Senses:  WSD and WordNet

Giacomo Nebbia - http://aclweb.org/anthology/S13-2043

Sentiment

Yubin Ge - http://aclweb.org/anthology/P08-2034

Semantic Role Labeling

Ningqian Zhang - http://aclweb.org/anthology/N10-1030

Information Extraction

Qiuyang Xu - http://aclweb.org/anthology/N07-2043

Question Answering

Yehong Sun - http://aclweb.org/anthology/P16-2041

Discourse

Sumedha Singla - Patterns of Wisdom: Discourse-Level Style in Multi-Sentence Quotations

Dialogue

Nick Miller - http://aclweb.org/anthology/N12-3007

Other

Ahmed Magooda -http://aclweb.org/anthology/N16-1012 (Abstractive Sentence Summarization with Attentive Recurrent Neural Networks)

Tazin Afrin - Coarse-grained Argumentation Features for Scoring Persuasive Essays