IBM / span-selection-pretraining
Code to create pre-training data for a span selection pre-training task inspired by reading comprehension and an effort to avoid encoding general knowledge in the transformer network itself.
☆30Updated 2 years ago
Alternatives and similar repositories for span-selection-pretraining:
Users that are interested in span-selection-pretraining are comparing it to the libraries listed below
- An original implementation of ACL 2019, "Compositional Questions Do Not Necessitate Multi-hop Reasoning" (Single-hop Reading Comprehensio…☆58Updated 5 years ago
- Code and Data for our EMNLP 2020 paper titled 'Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multiho…☆28Updated 3 years ago
- Code for the paper "Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing"☆35Updated 5 years ago
- ReConsider is a re-ranking model that re-ranks the top-K (passage, answer-span) predictions of an Open-Domain QA Model like DPR (Karpukhi…☆49Updated 3 years ago
- The implementation of the paper "Harvesting and Refining Question-Answer Pairs for Unsupervised QA"☆33Updated 4 years ago
- Enhancing AMR-to-Text Generation with Dual Graph Representations (implementation for the EMNLP-IJCNLP-2019 paper)☆22Updated 4 years ago
- [EMNLP 2020] Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading☆36Updated 2 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- ☆69Updated 2 years ago
- The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".☆71Updated 6 months ago
- Code and data for "Retrieval Enhanced Model for Commonsense Generation" (ACL-IJCNLP 2021).☆28Updated 3 years ago
- ACL'2020: Contextualized Sparse Representations for Real-Time Open-Domain Question Answering☆49Updated 4 years ago
- ☆16Updated 3 years ago
- Denoising methods for distantly-labeled entity typing data☆31Updated 2 years ago
- Code for our paper "Semantic Representation for Dialogue Modeling" in ACL2021☆44Updated 2 years ago
- Code for the paper "multi-hop paragraph retrieval for open-domain question answering"☆36Updated 2 years ago
- Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval☆43Updated last year
- ☆34Updated 3 years ago
- Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model☆18Updated 3 years ago
- This is the repo for the paper "Revealing the Importance of Semantic Retrieval for Machine Reading at Scale".☆60Updated 5 years ago
- ☆55Updated 3 years ago
- Codes for NAACL 2021 paper 'Noisy Self-Knowledge Distillation for Text Summarization'☆23Updated 3 years ago
- TAP (Translucent Answer Prediction), is a system to identify answers and evidence (in the form of supporting facts) in an RCQA task that …☆28Updated 5 years ago
- ☆45Updated 2 years ago
- Code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2021 and "…☆18Updated 3 years ago
- ☆64Updated 2 years ago
- Code and data for the paper: Answer-based Adversarial Training for Generating Clarification Questions☆42Updated 4 years ago
- Code for AAAI 2020 paper "Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents"☆41Updated 5 years ago
- ☆16Updated 4 years ago
- This repository contains code and models for the paper: Semantic Graphs for Generating Deep Questions (ACL 2020).☆64Updated last year