Discover UKPLab/lagonn Open Source project

Easy to use, state-of-the-art Neural Machine Translation for 100+ languages

15,213

EasyNMT

BiLSTM-CNN-CRF architecture for sequence tagging

1,164

emnlp2017-bilstm-cnn-crf

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

823

deeplearning4nlp-tutorial

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

634

elmo-bilstm-cnn-crf

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

388

gpl

Context-Aware Representations for Knowledge Base Relation Extraction

322

emnlp2017-relation-extraction

Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations

287

arxiv2018-xling-sentence-embeddings

Accompanying code for our COLING 2018 paper "Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering"

185

coling2018-graph-neural-networks-question-answering

Investigating Pretrained Language Models for Graph-to-Text Generation

173

plms-graph2text

MMT-Retrieval

kg2text

Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)

acl2019-BERT-argument-classification-and-clustering

The Argument Reasoning Comprehension Task: Source codes & Datasets

argument-reasoning-comprehension-task

Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.

pytorch-bertflow

Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"

acl2017-non-factoid-qa

Accompanying code for our ACL-2017 publication on Neural End-to-End Learning for Computational Argumentation Mining

acl2017-neural_end2end_am

Accompanying code for our *SEM 2018 @ NAACL 2018 paper "Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories"

starsem2018-entity-linking

fever-2018-team-athene

Automatically detect errors in annotated corpora.

nessie

Multi-dataset stance detection and robustness experiments

mdl-stance-robustness

Code for the paper "Multi-Task Learning for Argumentation Mining in Low-Resource Settings"

naacl18-multitask_argument_mining

Code for keyphrase classification systems submitted to the SemEval 2017 shared task ScienceIE.

semeval2017-scienceie

starsem18-multimodalKB

Codes and files for the paper Are Emergent Abilities in Large Language Models just In-Context Learning

on-emergence

acl2020-interactive-entity-linking

Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.

useb

Code associated with the EMNLP 2024 Main paper: "Image, tell me your story!" Predicting the original meta-context of visual misinformation.

5pils

Accompanying code for our EMNLP 2017 publication "GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques"

emnlp2017-graphdocexplore

Structural Adapters in Pretrained Language Models for AMR-to-Text Generation (EMNLP 2021)

StructAdapt

coling2018_fake-news-challenge

Repository for the IWCS 2017 paper "Representation Learning for Answer Selection with LSTM-Based Importance Weighting"

iwcs2017-answer-selection

Controlling Argument Generation via topic, stance, and aspect

controlled-argument-generation

Code and data for ACL2016 article "Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM" by Ivan Habernal and Iryna Gurevych"

acl2016-convincing-arguments

arxiv2018-bayesian-ensembles

naacl2019-like-humans-visual-attacks

refresh2018-predicting-trends-from-arxiv

emnlp2018-activation-functions

Shell

emnlp2020-debiasing-unknown

naacl2019-does-my-rebuttal-matter

Ruby

acl2024-dapr

A general framework for Interactive Multi-Document Summarization

acl2017-interactive_summarizer

adaptable-adapters

E2E NLG Challenge submission

e2e-nlg-challenge-2017

acl2020-confidence-regularization

linspector

MetaQA: Combining Expert Agents for Multi-Skill Question Answering

MetaQA

Enhancing AMR-to-Text Generation with Dual Graph Representations (implementation for the EMNLP-IJCNLP-2019 paper)

emnlp2019-dualgraph

Code for the 2024 arXiv publication "Fine-Tuning with Divergent Chains of Thought Boosts Reasoning Through Self-Correction in Language Models"

arxiv2024-divergent-cot

This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.

iclr2024-model-merging

aaai2019-coala-cqa-answer-selection

Event Time Extraction with a Decision Tree of Neural Classifiers

tacl2017-event-time-extraction

Files for Event Nugget Detection systems submitted to TAC 2015 shared task on Event Nugget Detection

tac2015-event-detection

LLM Roleplay: Simulating Human-Chatbot Interaction

coling2018-xling_argument_mining

Erlang

CARE

Project CARE

Vue

llm-roleplay

Implementation of a simple frame identification approach (SimpleFrameId) described in the paper "Out-of-domain FrameNet Semantic Role Labeling"

eacl2017-oodFrameNetSRL

SciGen

acl2020-dialogue-coherence-assessment

TWEAC-qa-agent-selection

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale

emnlp2020-multicqa

Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs. EMNLP 2024

emnlp2024-code-prompting

triple-encoders is a library for contextualizing distributed Sentence Transformers representations.

acl2024-triple-encoders

lrec2018-live-blog-corpus

EACL21-personalized-conversational-system

Source code repository for our EMNLP paper on cross-domain claim identification

emnlp2017-claim-identification

Accompanying code for our EMNLP 2018 Demo paper "Interactive Instance-based Evaluation of Knowledge Base Question Answering"

emnlp2018-question-answering-interface

Code and data for EMNLP2016 article "What makes a convincing argument? Empirical analysis and detecting attributes of convincingness in Web argumentation" by Ivan Habernal and Iryna Gurevych

emnlp2016-empirical-convincingness

Sentence Embeddings used in the GermEval-2017 Submission

germeval2017-sentiment-detection

emnlp2018-april

Code and data for NAACL 2018 article "Before Name-calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation" by Habernal et al.

naacl2018-before-name-calling-habernal-et-al

Jupyter Notebook

tacl2018-preference-convincing

Experimental code for the paper 'Finding Convincing Arguments Using Scalable Bayesian Preference Learning'

TeX

emnlp2017-cmapsum-corpus

Accompanying code for our EMNLP 2017 publication "Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps"

Code associated with NLPeer: A unified resource for the study of peer review

nlpeer

acl2019-GPPL-humour-metaphor

This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification"

AdaSent

Code for "Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking" (https://arxiv.org/abs/2210.10695).

incorporating-relevance

An adaptation of MarMot morphological tagger for generic sequence-to-sequence tasks

coling2016-pcrf-seq2seq

Files for the system submitted to the LSDSem2017 Workshop Story Cloze Test Challenge

lsdsem2017-story-cloze

Data creation, training and eval scripts for the IRCoder paper

acl2024-ircoder

This repository is for the paper Metaphor Generation with Conceptual Mappings (ACL 2021).

acl2021-metaphor-generation-conceptual

Argotario: a multi-lingual serious game to tackle fallacious argumentation

acl2022-impli

argotario

Annotate text with FrameNet frames and arguments.

framenet-tools

Jupyter Notebook

intertext-graph

A general-purpose library for cross-document NLP modelling and analysis

Jupyter Notebook

coling2016-genetic-swarm-MDS

A general framework for Multi-Document Summarization based on Genetic Algorithm and Swarm Intelligence

emnlp2021-prompt-ft-heuristics

Repository for the IJCNLP 2017 paper "Concept-Map-Based Multi-Document Summarization using Concept Co-Reference Resolution and Global Importance Optimization"

ijcnlp2017-cmaps

Source code, data, and supplementary materials for our ACL 2016 article

acl2016-supersense-embeddings

Multicultural Proverbs and Sayings

maps

A software for manually creating multi-document summarization corpora and a platform for developing complex annotation tasks spanning multiple steps.

mdswriter

Code for our optimizer which takes scored sentences and extract the best summary according to the ROUGE approximation.

acl2016-optimizing-rouge

emnlp2021-hypercoref-cdcr

📄🕸️ Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora

cdcr-beyond-corpus-tailored

Source code and data of our paper "Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation" (https://arxiv.org/abs/2210.13865, to appear at EMNLP 2022).

emnlp2022-missing-counter-evidence

Asking Clarification Questions for Code Generation in General-Purpose Programming Language

codeclarqa

thesis2018-tk_mtl_sequence_tagging

Annotations and code for the EMNLP 2018 paper 'Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations'

emnlp2018-novel-metaphors

Accompanying code for our paper "Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning" at the 5th Workshop on Argument Mining @ EMNLP 2018.

emnlp2018-argmin-commonsense-knowledge

100

acl2020-empowering-active-learning