sronnqvist / doc2topic
Neural topic modeling
☆29Updated 4 years ago
Alternatives and similar repositories for doc2topic:
Users that are interested in doc2topic are comparing it to the libraries listed below
- ☆16Updated 5 years ago
- Word embedding approach based on a dynamic log-linear model☆55Updated 7 years ago
- Code to compute topic coherence for several topic cardinalities and aggregate scores across them☆22Updated last year
- A framework to identify relations between ideas in temporal text corpora.☆28Updated 6 years ago
- Frame-Semantic and PropBank Semantic Role Labeling with Syntactic Scaffolding.☆50Updated 3 years ago
- Zero-Shot Open Entity Typing as Type-Compatible Grounding, EMNLP'18.☆42Updated 5 years ago
- Pre-training character n-gram embeddings☆22Updated last year
- Code and data related to "Efficient, Compositional, Order-Sensitive n-gram Embeddings" (EACL 2017)☆14Updated 7 years ago
- Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation☆63Updated 6 years ago
- ☆54Updated 3 years ago
- Specialising Word Vectors for Lexical Entailment☆28Updated 6 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- This repository contains the code for the Form-Context Model and its Attentive Mimicking variant.☆31Updated 4 years ago
- ☆33Updated 3 years ago
- pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference☆62Updated 2 years ago
- Context Aware Language Models☆28Updated 6 years ago
- data and scripts for the shared task "Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)" at SemEval 2015☆43Updated 4 years ago
- Unsupervised Multilingual Word Embeddings (EMNLP 2018)☆81Updated 3 years ago
- Diverse Natural Language Inference Collection - NLI dataset that can used to evaluate how well models perform distinct types of reasoning…☆36Updated 4 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆24Updated 6 years ago
- Java code from the 2008 EMNLP paper "Bayesian Unsupervised Topic Segmentation" by Eisenstein and Barzilay☆36Updated 9 years ago
- Summarization datasets from the New York Times Annotated Corpus☆47Updated 4 years ago
- Auxiliary GAN for WE post-specialisation☆23Updated 5 years ago
- Code for ICLR 2019 paper 'CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model'☆21Updated 5 years ago
- Code for EMNLP 2018 paper "Auto-Encoding Dictionary Definitions into Consistent Word Embeddings"☆36Updated 6 years ago
- Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors☆46Updated 7 years ago
- ☆104Updated 6 years ago
- The code for the paper "Adversarial Decomposition of Text Representation", NAACL 2019☆29Updated 2 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆36Updated 2 years ago
- Code for our ACL '20 paper "Representation Engineering with Natural Language Explanations"☆29Updated 4 years ago