IESL (iesl)

IESL

iesl

Geek Repo

Location:Amherst MA

Home Page:http://iesl.cs.umass.edu/

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IESL's repositories

box-embeddings

Box Embeddings as Modules

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word2box

Capturing Set-Theoretic Semantics of Words using Box Embeddings

grinch

Scalable Hierarchical Clustering with Tree Grafting

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anncur

Approximate Nearest Neighbor search using CUR Decomposition

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box-mlc-iclr-2022

Official repository for the paper "Modeling Label Space Interactions in Multi-label Classification using Box Embeddings".

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CE2ERE

Constrained learning using boxes for event-event relation extraction

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Softmax-CPR

Better output softmax alternatives for natural language generation

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softmax_CPR_recommend

The code repository for "To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders"

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multicls

The code for "Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling"

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narrative-driven-rec-mint

Mint: A data augmentation method for narrative driven recommendation.

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protoqa-evaluator

Evaluation functions for ProtoQA dataset

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structured_prediction_baselines

Structure Prediction Baselines Using AllenNLP. Implements baselines for tasks like POS tagging, NER and SRL.

editable_user_profiles-lace

Repository for LACE - A model that builds an editable user profile for controllable text recommendations.

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seal-neurips-2022

šŸ¦­ This is the official implementation for the paper [Structured Energy Network As a Loss](https://openreview.net/pdf?id=F0DowhX7_x).

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ent-res-feedback

End-to-end entity resolution with feedback

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KISP

Code base for the "Knowledge-Informed Semantic Parser"

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S2AND

Semantic Scholar's Author Disambiguation Algorithm & Evaluation Suite

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vert.x

Vert.x is a tool-kit for building reactive applications on the JVM

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