584 citations · 1.3k across the 49 of their papers we have counts for
4 papers · 1 filter
pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference
Mandar Joshi, Eunsol Choi, Omer Levy +2
Reasoning about implied relationships (e.g., paraphrastic, common sense, encyclopedic) between pairs of words is crucial for many cross-sentence inference problems. This paper prop…
Semi-Supervised Event Extraction with Paraphrase Clusters
James Ferguson, Colin Lockard, Daniel S. Weld +1
Supervised event extraction systems are limited in their accuracy due to the lack of available training data. We present a method for self-training event extraction systems by boot…
StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow
Ziyu Yao, Daniel S. Weld, Wei-Peng Chen +1
Stack Overflow (SO) has been a great source of natural language questions and their code solutions (i.e., question-code pairs), which are critical for many tasks including code ret…
The Challenge of Crafting Intelligible Intelligence
Daniel S. Weld, Gagan Bansal
Since Artificial Intelligence (AI) software uses techniques like deep lookahead search and stochastic optimization of huge neural networks to fit mammoth datasets, it often results…