[EMNLP'21] Visual News: Benchmark and Challenges in News Image Captioning

A monolingual and cross-lingual meta-embedding generation and evaluation framework

[EMNLP'21] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

Code of paper Exploring Task Difficulty for Few-Shot Relation Extraction. https://arxiv.org/abs/2109.05473

Repository for "Uncertainty-Aware Machine Translation Evaluation", accepted to Findings of EMNLP 2021.

source code of our RaNet in EMNLP 2021

EMNLP2021 - DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer

Code for paper Document-Level Paraphrase Generation with Sentence Rewriting and Reordering by Zhe Lin, Yitao Cai and Xiaojun Wan. This paper is accepted by Findings of EMNLP'21.

Matching The Statements: A Simple and Accurate Model for Key Point Analysis (ArgMining | EMNLP 2021)

Research code and scripts used in the Silburt et al. (2021) EMNLP 2021 paper 'FANATIC: FAst Noise-Aware TopIc Clustering'

Code for the article "Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning", Outstanding Paper at EMNLP2021

Code to reproduce the results of the paper 'Towards Realistic Few-Shot Relation Extraction' (EMNLP 2021)

Code For TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations (EMNLP 2021)

Repository for "Uncovering the Limits of Text-based Emotion Detection", — Findings of EMNLP, 2021

This repository contains the dataset and codes for the task of Morality Frames prediction in political tweets using Relational Learning. This work is published as a paper - "Identifying Morality Frames in Political Tweets using Relational Learning" (EMNLP'2021).

Repository supporting an accepted paper at EMNLP 2021 on attention contrastive learning.

Uncertainty-Aware Encoder (Findings of EMNLP 2021)

This repository is for the paper Counterfactual Adversarial Learning with Representation Interpolation. In Findings of the Association for Computational Linguistics: EMNLP 2021, pages 4809–4820, Punta Cana, Dominican Republic. Association for Computational Linguistics.

Research code for EMNLP 2021 Paper "Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models"