UKPLab/acl2016-convincing-arguments

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UKPLab/acl2016-convincing-arguments

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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"

sentence-transformers

State-of-the-Art Text Embeddings

EasyNMT

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

emnlp2017-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging

deeplearning4nlp-tutorial

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

elmo-bilstm-cnn-crf

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

gpl

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

emnlp2017-relation-extraction

Context-Aware Representations for Knowledge Base Relation Extraction

arxiv2018-xling-sentence-embeddings

Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations

coling2018-graph-neural-networks-question-answering

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

plms-graph2text

Investigating Pretrained Language Models for Graph-to-Text Generation

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

argument-reasoning-comprehension-task

The Argument Reasoning Comprehension Task: Source codes & Datasets

pytorch-bertflow

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

acl2017-non-factoid-qa

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

acl2017-neural_end2end_am

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

starsem2018-entity-linking

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

fever-2018-team-athene

nessie

Automatically detect errors in annotated corpora.

mdl-stance-robustness

Multi-dataset stance detection and robustness experiments

naacl18-multitask_argument_mining

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

semeval2017-scienceie

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

starsem18-multimodalKB

on-emergence

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

acl2020-interactive-entity-linking

useb

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

5pils

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

emnlp2017-graphdocexplore

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

StructAdapt

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

coling2018_fake-news-challenge

iwcs2017-answer-selection

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

controlled-argument-generation

Controlling Argument Generation via topic, stance, and aspect

lagonn

Source code and data for Like a Good Nearest Neighbor

arxiv2018-bayesian-ensembles

naacl2019-like-humans-visual-attacks

refresh2018-predicting-trends-from-arxiv

emnlp2018-activation-functions

emnlp2020-debiasing-unknown

naacl2019-does-my-rebuttal-matter

acl2024-dapr

acl2017-interactive_summarizer

A general framework for Interactive Multi-Document Summarization

adaptable-adapters

e2e-nlg-challenge-2017

E2E NLG Challenge submission

acl2020-confidence-regularization

linspector

MetaQA

MetaQA: Combining Expert Agents for Multi-Skill Question Answering

emnlp2019-dualgraph

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

arxiv2024-divergent-cot

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

iclr2024-model-merging

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

aaai2019-coala-cqa-answer-selection

tacl2017-event-time-extraction

Event Time Extraction with a Decision Tree of Neural Classifiers

tac2015-event-detection

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

coling2018-xling_argument_mining

CARE

llm-roleplay

LLM Roleplay: Simulating Human-Chatbot Interaction

eacl2017-oodFrameNetSRL

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

SciGen

acl2020-dialogue-coherence-assessment

TWEAC-qa-agent-selection

emnlp2020-multicqa

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

emnlp2024-code-prompting

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

acl2024-triple-encoders

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

lrec2018-live-blog-corpus

EACL21-personalized-conversational-system

emnlp2017-claim-identification

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

emnlp2018-question-answering-interface

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

emnlp2016-empirical-convincingness

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

germeval2017-sentiment-detection

Sentence Embeddings used in the GermEval-2017 Submission

emnlp2018-april

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

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

Jupyter Notebook

tacl2018-preference-convincing

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

emnlp2017-cmapsum-corpus

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

nlpeer

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

acl2019-GPPL-humour-metaphor

AdaSent

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

incorporating-relevance

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

coling2016-pcrf-seq2seq

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

lsdsem2017-story-cloze

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

acl2024-ircoder

Data creation, training and eval scripts for the IRCoder paper

acl2021-metaphor-generation-conceptual

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

acl2022-impli

argotario

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

framenet-tools

Annotate text with FrameNet frames and arguments.

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

ijcnlp2017-cmaps

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

acl2016-supersense-embeddings

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

maps

Multicultural Proverbs and Sayings

mdswriter

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

acl2016-optimizing-rouge

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

emnlp2021-hypercoref-cdcr

cdcr-beyond-corpus-tailored

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

emnlp2022-missing-counter-evidence

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).

codeclarqa

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

thesis2018-tk_mtl_sequence_tagging

emnlp2018-novel-metaphors

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

emnlp2018-argmin-commonsense-knowledge

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

acl2020-empowering-active-learning