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Shubham Toshniwal's Projects

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

coref-hoi icon coref-hoi

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

e2e_asr icon e2e_asr

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

fast-coref icon fast-coref

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

g2p icon g2p

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

long-doc-coref icon long-doc-coref

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

nemo-skills icon nemo-skills

A pipeline to improve skills of large language models

petra icon petra

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

rap_nlp icon rap_nlp

Integrating linguistic structures into text

span-rep icon span-rep

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

speech_parsing icon speech_parsing

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

state-probes icon state-probes

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

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