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bert

TensorFlow code and pre-trained models for BERT

bert-syntax

Assessing syntactic abilities of BERT

blank_language_model

Blank Language Models

cards-agent

expectations-over-alternatives

Code and data for "Expectations over unspoken alternatives predict pragmatic inferences" (Hu et al., TACL 2023)

gesture2vec

This is an official PyTorch implementation of "Gesture2Vec: Clustering Gestures using Representation Learning Methods for Co-speech Gesture Generation" (IROS 2022).

languageproduction

Materials and code for Hu, Small, et al. (2022)

lm-pragmatics

Code and data for "A fine-grained comparison of pragmatic language understanding in humans and language models"

lm-task-demands

Auxiliary task demands mask the capabilities of smaller language models

lm_syneval

Code for replicating the work in "Targeted Syntactic Evaluation of Language Models." EMNLP 2018.

malware

Classifying malicious software for Harvard's CS 181 (Machine Learning).

metalinguistic-prompting

Materials for "Prompting is not a substitute for probability measurements in large language models" (EMNLP 2023)

musicrec

Recommending musical artists for Harvard's CS 181 (Machine Learning).

neural-em

Code for the "Neural Expectation Maximization" paper.

number_and_syntax_units_in_lstm_lms

opennmt-py

Open Source Neural Machine Translation in PyTorch

photovoltaics

Predicting the efficiency of organic photovoltaics for Harvard's CS 181 (Machine Learning).

pragmatic-instructions

quantifying-redundancy

Code for the EMNLP 2023 paper "Quantifying the redundancy between prosody and text"

refining-tse

reflexive-anaphor-licensing

Code for the SCiL 2020 paper "A closer look at the performance of neural language models on reflexive anaphor licensing"

response-to-dgl

rnn-tutorial

Materials for RNN tutorial @ Harvard-MIT Theoretical and Computational Neuroscience Journal Club

rnn_agreement

Evaluating recurrent neural networks on predicting subject-verb agreement dependencies

swingymonkey

Teaching a computer to play Swingy Monkey for Harvard's CS 181 (Machine Learning).

tag

Automating tree-adjoining grammar analyses of linguistic phenomena.

under-the-hood

Using diagnostic classifiers to investigate and improve how language models process subject-verb agreement

vmf_vae_nlp

Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"