shtoshni

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

e2e_asr

Code for Interspeech 2017 and SLT 2018 papers on end-to-end speech recognition

fast-coref

Code for the CRAC 2021 paper "On Generalization in Coreference Resolution" (Best short paper award)

g2p

Code for SLT 2016 paper on Grapheme-to-Phoneme conversion using attention based encoder-decoder models

learning-chess-blindfolded

AAAI 2022 Paper: Bet even Beth Harmon couldn't learn chess like that :)

long-doc-coref

Code for the EMNLP 2020 paper "Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks"

petra

Code for the ACL 2020 paper PeTra: A Sparsely-Supervised Memory Model for People Tracking

python-plotting

Illustrations for generating pretty figures with python.

span-rep

Code for Repl4NLP paper "A Cross-Task Analysis of Text Span Representations"

speech_parsing

Code for NAACL 2018 paper "Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information"

shtoshni/learning-chess-blindfolded

AAAI 2022 Paper: Bet even Beth Harmon couldn't learn chess like that :)

shtoshni/fast-coref

Code for the CRAC 2021 paper "On Generalization in Coreference Resolution" (Best short paper award)

shtoshni/long-doc-coref

Code for the EMNLP 2020 paper "Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks"

shtoshni/span-rep

Code for Repl4NLP paper "A Cross-Task Analysis of Text Span Representations"

shtoshni/g2p

Code for SLT 2016 paper on Grapheme-to-Phoneme conversion using attention based encoder-decoder models

shtoshni/speech_parsing

Code for NAACL 2018 paper "Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information"

shtoshni/petra

Code for the ACL 2020 paper PeTra: A Sparsely-Supervised Memory Model for People Tracking

shtoshni/e2e_asr

Code for Interspeech 2017 and SLT 2018 papers on end-to-end speech recognition

shtoshni/python-plotting

Illustrations for generating pretty figures with python.

shtoshni/entnet_pytorch

Implementation of EntNet in Pytorch

shtoshni/lang-dist

shtoshni/ACL-2020-Notes

My notes for ACL 2020

shtoshni/anonymous_chess_repo

shtoshni/berkeley-coreference-analyser

A tool for classifying errors in coreference resolution

shtoshni/BIG-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

shtoshni/coref-hoi

Coreference resolution with different higher-order inference methods; implemented in PyTorch.

shtoshni/entity-tracking-lms

shtoshni/events

shtoshni/lectures

Material for cuda-mode lectures

shtoshni/lm-evaluation-harness

A framework for few-shot evaluation of language models.

shtoshni/lm-gene

shtoshni/NeMo-Aligner

Scalable toolkit for efficient model alignment

shtoshni/NeMo-Skills

A pipeline to improve skills of large language models

shtoshni/rap_nlp

Integrating linguistic structures into text

shtoshni/state-probes

Code for the paper "Implicit Representations of Meaning in Neural Language Models"

shtoshni/UnsupervisedDecomposition

PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"