← Authors

Gerard de Melo

92 papers · 2010–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (15) πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (11) 🏠 Conference Loyalist (23) πŸ† Keyword Champion (2) πŸ† Grand Slam 🀝 Dynamic Duo (15) πŸ”¬ Deep Specialist (14) ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (346) πŸ’Ž Century Club (90) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (13) ❓ The Questioner (2)

Conferences

ACL (23) EMNLP (14) AAAI (11) COLING (9) EACL (8) IJCNLP (8) IJCAI (5) NAACL (4) ICLR (2) NIPS (2) WACV (2) AACL (1) CVPR (1) ECCV (1) ICML (1)

Top co-authors

Linlin Wang (15) Zuohui Fu (12) Xin Dong (10) Liang He (9) Yafang Wang (7) Zhu Cao (7) Zujie Wen (5) Yongfeng Zhang (5) Xiaoling Wang (5) Xiang Hu (4)

Research topics

Linguistics (1)

Keywords

large language model (10) representation learning (6) graph neural network (5) sentiment analysis (5) sentence embedding (4) transfer learning (4) generative adversarial network (4) self-supervised learning (4) multimodal learning (4) domain adaptation (4) recommender system (3) data augmentation (3) vision-language model (3) cross-lingual transfer (3) explainable recommendation (3) low-resource language (3) unsupervised parsing (3) semantic similarity (3) generative model (3) text classification (3)

Papers

ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations EACL 2026
MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes AAAI 2026
GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring WACV 2026
Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025
Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision ICML 2025
ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025
NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning AAAI 2025
Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation AAAI 2025
GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization NAACL 2025
SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints EMNLP 2025
Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025
InFact: Informativeness Alignment for Improved LLM Factuality EMNLP 2025
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents ACL 2024
ArtQuest: Countering Hidden Language Biases in ArtVQA WACV 2024
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token NIPS 2024
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024
Wiki-VEL: Visual Entity Linking for Structured Data on Wikimedia Commons ACL 2024
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024
GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages EACL 2024
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL 2023
Model-Agnostic Bias Measurement in Link Prediction EACL 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023
A Closer Look at Transformer Attention for Multilingual Translation EMNLP 2023
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning IJCAI 2023
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023
Resolving Elliptical Compounds in German Medical Text ACL 2023
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models EMNLP 2023
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities EACL 2023
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation AAAI 2023
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL 2023
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization EMNLP 2022
Improving Personalized Explanation Generation through Visualization ACL 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022
Frozen CLIP Models Are Efficient Video Learners ECCV 2022
Art Creation with Multi-Conditional StyleGANs IJCAI 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios AACL 2022
Context-Aware Interaction Network for Question Matching EMNLP 2021
TIME: Text and Image Mutual-Translation Adversarial Networks AAAI 2021
Assessing Emoji Use in Modern Text Processing Tools ACL 2021
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ACL 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021
Exploiting Image–Text Synergy for Contextual Image Captioning EACL 2021
Fast and Effective Biomedical Entity Linking Using a Dual Encoder EACL 2021
Guilt by Association: Emotion Intensities in Lexical Representations EMNLP 2021
Assessing Emoji Use in Modern Text Processing Tools IJCNLP 2021
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling IJCNLP 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI IJCNLP 2021
Faithfully Explainable Recommendation via Neural Logic Reasoning NAACL 2021
Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings COLING 2020
EmoTag1200: Understanding the Association between Emojis and Emotions EMNLP 2020
Incorporating Pragmatic Reasoning Communication into Emergent Language NIPS 2020
Data Augmentation for Multiclass Utterance Classification – A Systematic Study COLING 2020
Sentence Analogies: Linguistic Regularities in Sentence Embeddings COLING 2020
SCALOR: Generative World Models with Scalable Object Representations ICLR 2020
HID: Hierarchical Multiscale Representation Learning for Information Diffusion IJCAI 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation AAAI 2020
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization AAAI 2020
Long Short-Term Sample Distillation AAAI 2020
Interactive Question Clarification in Dialogue via Reinforcement Learning COLING 2020
Query Distillation: BERT-based Distillation for Ensemble Ranking COLING 2020
Domain-Specific Sentiment Lexicons Induced from Labeled Documents COLING 2020
A Robust Self-Learning Framework for Cross-Lingual Text Classification EMNLP 2019
CITE: A Corpus of Image-Text Discourse Relations NAACL 2019
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation ACL 2019
A Robust Self-Learning Framework for Cross-Lingual Text Classification IJCNLP 2019
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR 2018
A Helping Hand: Transfer Learning for Deep Sentiment Analysis ACL 2018
Exploring Semantic Properties of Sentence Embeddings ACL 2018
Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018
WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation ACL 2017
Multiple-Weight Recurrent Neural Networks IJCAI 2017
Multilingual Vector Representations of Words, Sentences, and Documents IJCNLP 2017
PACRR: A Position-Aware Neural IR Model for Relevance Matching EMNLP 2017
Klint: Assisting Integration of Heterogeneous Knowledge IJCAI 2016
Visualizing and Curating Knowledge Graphs over Time and Space ACL 2016
Relation Classification via Multi-Level Attention CNNs ACL 2016
Sentiment-Aspect Extraction based on Restricted Boltzmann Machines IJCNLP 2015
Sentiment-Aspect Extraction based on Restricted Boltzmann Machines ACL 2015
Perceptually Grounded Selectional Preferences ACL 2015
Perceptually Grounded Selectional Preferences IJCNLP 2015
Structured Learning for Taxonomy Induction with Belief Propagation ACL 2014
UWN: A Large Multilingual Lexical Knowledge Base ACL 2012
Markov Chains for Robust Graph-Based Commonsense Information Extraction COLING 2012
OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning COLING 2012
Untangling the Cross-Lingual Link Structure of Wikipedia ACL 2010