NLPExplorer

Gerard De Melo

Number of Papers:- 77

Number of Citations:- 91

First ACL Paper:- 2008

Latest ACL Paper:- 2024

Venues:-

NAACL

COLING

MTSummit

SIGTYP

Louhi

EMNLP

Findings

RANLP

LatentVar

LREC

ALVR

GWC

LANTERN

TACL

IWCS

ACL

KnowLLM

EACL

WMT

IJCNLP

*SEM

AACL

KaLLM

Co-Authors:-

Similar Authors:-

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts *SEM

GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages SIGTYP WS

Jonathan Janetzki | Gerard De Melo | Joshua Nemecek | Daniel Whitenack |

Proceedings of the 1st Workshop on Knowledge Graphs and Large Language Models (KaLLM 2024) KaLLM WS

NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL

Tamara Czinczoll | Christoph Hönes | Maximilian Schall | Gerard De Melo |

Wiki-VEL: Visual Entity Linking for Structured Data on Wikimedia Commons ALVR WS

Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians KnowLLM WS

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP

LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering F i n d i n g s - E M N L P

Kris-Fillip Kahl | Tolga Buz | Russa Biswas | Gerard De Melo |

PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? F i n d i n g s - E A C L

Sedigheh Eslami | Christoph Meinel | Gerard De Melo |

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities F i n d i n g s - E A C L

Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL

Sepehr Janghorbani | Gerard De Melo |

Model-Agnostic Bias Measurement in Link Prediction F i n d i n g s - E A C L

Lena Schwertmann | Manoj Prabhakar Kannan Ravi | Gerard De Melo |

A Closer Look at Transformer Attention for Multilingual Translation WMT

Jingyi Zhang | Gerard de Melo | Hongfei Xu | Kehai Chen |

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP

Konstantin Dobler | Gerard de Melo |

Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? F i n d i n g s - E M N L P

Margarita Bugueño | Gerard de Melo |

Improving Personalized Explanation Generation through Visualization ACL

Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL Findings

Assessing Combinational Generalization of Language Models in Biased Scenarios AACL IJCNLP

Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP

Xiang Hu | Haitao Mi | Liang Li | Gerard de Melo |

Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP

Exploiting Image–Text Synergy for Contextual Image Captioning EACL LANTERN

Fast and Effective Biomedical Entity Linking Using a Dual Encoder EACL Louhi

Rajarshi Bhowmik | Karl Stratos | Gerard de Melo |

Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL

Context-Aware Interaction Network for Question Matching EMNLP

Zhe Hu | Zuohui Fu | Yu Yin | Gerard de Melo |

Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL IJCNLP

evision PDF of 'Assessing Emoji Use in Modern Text Processing Tools ACL IJCNLP

Abu Awal Md Shoeb | Gerard de Melo |

Personality Predictive Lexical Cues and Their Correlations RANLP

Xiaoli He | Gerard de Melo |

Guilt by Association: Emotion Intensities in Lexical Representations EMNLP

Shahab Raji | Gerard de Melo |

R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ACL IJCNLP

Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings COLING

Arun Ramachandran | Gerard de Melo |

Sentence Analogies: Linguistic Regularities in Sentence Embeddings COLING

Xunjie Zhu | Gerard de Melo |

Interactive Question Clarification in Dialogue via Reinforcement Learning COLING

Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING

Domain-Specific Sentiment Lexicons Induced from Labeled Documents COLING

SM Mazharul Islam | Xin Dong | Gerard de Melo |

Query Distillation: BERT-based Distillation for Ensemble Ranking COLING

EmoTag1200: Understanding the Association between Emojis and Emotions EMNLP

Abu Awal Md Shoeb | Gerard de Melo |

Inducing Universal Semantic Tag Vectors LREC

Da Huo | Gerard de Melo |

Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation LREC

Kshitij Shah | Gerard de Melo |

A Robust Self-Learning Framework for Cross-Lingual Text Classification EMNLP

Xin Dong | Gerard de Melo |

CITE: A Corpus of Image-Text Discourse Relations NAACL

Malihe Alikhani | Sreyasi Nag Chowdhury | Gerard de Melo | Matthew Stone |

Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation ACL

Using Multi-Sense Vector Embeddings for Reverse Dictionaries IWCS WS

Michael A. Hedderich | Andrew Yates | Dietrich Klakow | Gerard de Melo |

EmoTag – Towards an Emotion-Based Analysis of Emojis RANLP

Abu Awal Md Shoeb | Shahab Raji | Gerard de Melo |

FontLex: A Typographical Lexicon based on Affective Associations LREC

Tugba Kulahcioglu | Gerard de Melo |

Metaphor Suggestions based on a Semantic Metaphor Repository LREC

Gerard de Melo |

Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL

Rajarshi Bhowmik | Gerard de Melo |

A Helping Hand: Transfer Learning for Deep Sentiment Analysis ACL

Xin Dong | Gerard de Melo |

Exploring Semantic Properties of Sentence Embeddings ACL

Xunjie Zhu | Tingfeng Li | Gerard de Melo |

Video Captioning with Multi-Faceted Attention TACL

Xiang Long | Chuang Gan | Gerard de Melo |

PACRR: A Position-Aware Neural IR Model for Relevance Matching EMNLP

Kai Hui | Andrew Yates | Klaus Berberich | Gerard de Melo |

Multilingual Vector Representations of Words, Sentences, and Documents IJCNLP

Gerard de Melo |

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation ACL

Niket Tandon | Gerard de Melo | Gerhard Weikum |

The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud LREC

Medical Concept Embeddings via Labeled Background Corpora LREC

Eneldo Loza Mencía | Gerard de Melo | Jinseok Nam |

Relation Classification via Multi-Level Attention CNNs ACL

Linlin Wang | Zhu Cao | Gerard de Melo | Zhiyuan Liu |

Visualizing and Curating Knowledge Graphs over Time and Space ACL

Detecting Cross-Cultural Differences Using a Multilingual Topic Model TACL

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines ACL IJCNLP

Perceptually Grounded Selectional Preferences ACL IJCNLP

Ekaterina Shutova | Niket Tandon | Gerard de Melo |

Semantic Information Extraction for Improved Word Embeddings LatentVar WS

Jiaqiang Chen | Gerard de Melo |

Wiktionary-based word embeddings MTSummit

Gerard de Melo |

NomLex-PT: A Lexicon of Portuguese Nominalizations LREC

Valeria de Paiva | Livy Real | Alexandre Rademaker | Gerard de Melo |

Etymological Wordnet: Tracing The History of Words LREC

Gerard de Melo |

Bring vs. MTRoget: Evaluating automatic thesaurus translation LREC

Lars Borin | Jens Allwood | Gerard de Melo |

Structured Learning for Taxonomy Induction with Belief Propagation ACL

Mohit Bansal | David Burkett | Gerard de Melo | Dan Klein |

Embedding NomLex-BR nominalizations into OpenWordnet-PT GWC WS

Alexandre Rademaker | Valeria de Paiva | Gerard de Melo | Livy Maria Real Coelho |

OpenWordNet-PT: A Project Report GWC WS

Proceedings of Frame Semantics in NLP: A Workshop in Honor of Chuck Fillmore (1929-2014) WS

Miriam R. L. Petruck | Gerard de Melo |

Good, Great, Excellent: Global Inference of Semantic Intensities TACL

Gerard de Melo | Mohit Bansal |

OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning COLING

Valeria de Paiva | Alexandre Rademaker | Gerard de Melo |