2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing.
CoRR, January, 2025
Religious Bias Landscape in Language and Text-to-Image Models: Analysis, Detection, and Debiasing Strategies.
CoRR, January, 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
Knowledge-Enhanced Graph Topic Transformer for Explainable Biomedical Text Summarization.
IEEE J. Biomed. Health Informatics, April, 2024
Disentangled Variational Autoencoder for Emotion Recognition in Conversations.
IEEE Trans. Affect. Comput., 2024
Temporal relation extraction with contrastive prototypical sampling.
Knowl. Based Syst., 2024
Emotion detection for misinformation: A review.
Inf. Fusion, 2024
Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop.
Int. J. Inf. Manag., 2024
Factual consistency evaluation of summarization in the Era of large language models.
Expert Syst. Appl., 2024
Graph Contrastive Topic Model.
Expert Syst. Appl., 2024
Simple is not Enough: Document-level Text Simplification using Readability and Coherence.
CoRR, 2024
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering.
CoRR, 2024
FMDLlama: Financial Misinformation Detection based on Large Language Models.
CoRR, 2024
Selective Preference Optimization via Token-Level Reward Function Estimation.
CoRR, 2024
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams.
CoRR, 2024
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information.
CoRR, 2024
MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models.
CoRR, 2024
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model.
CoRR, 2024
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks.
CoRR, 2024
Factual Consistency Evaluation of Summarisation in the Era of Large Language Models.
CoRR, 2024
The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models.
CoRR, 2024
The FinBen: An Holistic Financial Benchmark for Large Language Models.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis.
CoRR, 2024
Large Language Models in Mental Health Care: a Scoping Review.
CoRR, 2024
Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models.
Proceedings of the ACM on Web Conference 2024, 2024
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models.
Proceedings of the ACM on Web Conference 2024, 2024
SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
FinBen: A Holistic Financial Benchmark for Large Language Models.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Neuron-Level Knowledge Attribution in Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
PHQ-aware depressive symptoms identification with similarity contrastive learning on social media.
Inf. Process. Manag., September, 2023
Global information-aware argument mining based on a top-down multi-turn QA model.
Inf. Process. Manag., September, 2023
Contextualized medication event extraction with levitated markers.
J. Biomed. Informatics, May, 2023
Emotion fusion for mental illness detection from social media: A survey.
Inf. Fusion, April, 2023
A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge.
IEEE J. Biomed. Health Informatics, February, 2023
Cluster-Level Contrastive Learning for Emotion Recognition in Conversations.
IEEE Trans. Affect. Comput., 2023
Classifying Suicide-Related Content and Emotions on Twitter Using Graph Convolutional Neural Networks.
IEEE Trans. Affect. Comput., 2023
Improving Textual Emotion Recognition Based on Intra- and Inter-Class Variations.
IEEE Trans. Affect. Comput., 2023
Exploring the Residual Stream of Transformers.
CoRR, 2023
Rethinking Large Language Models in Mental Health Applications.
CoRR, 2023
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles.
CoRR, 2023
MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models.
CoRR, 2023
Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health.
CoRR, 2023
A Survey on Biomedical Text Summarization with Pre-trained Language Model.
CoRR, 2023
On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis.
CoRR, 2023
ChatGPT as a Factual Inconsistency Evaluator for Abstractive Text Summarization.
CoRR, 2023
Span-based Named Entity Recognition by Generating and Compressing Information.
CoRR, 2023
CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization.
Proceedings of the ACM Web Conference 2023, 2023
PESTO: A Post-User Fusion Network for Rumour Detection on Social Media.
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023
Towards Interpretable Mental Health Analysis with Large Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Argument mining as a multi-hop generative machine reading comprehension task.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Span-based Named Entity Recognition by Generating and Compressing Information.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
Zero-shot Temporal Relation Extraction with ChatGPT.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
DISTANT: Distantly Supervised Entity Span Detection and Classification.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
BioLaySumm 2023 Shared Task: Lay Summarisation of Biomedical Research Articles.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection.
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
2022
Natural language processing applied to mental illness detection: a narrative review.
npj Digit. Medicine, 2022
Pre-trained language models with domain knowledge for biomedical extractive summarization.
Knowl. Based Syst., 2022
A mental state Knowledge-aware and Contrastive Network for early stress and depression detection on social media.
Inf. Process. Manag., 2022
Examining and mitigating gender bias in text emotion detection task.
Neurocomputing, 2022
Neural architectures for aggregating sequence labels from multiple annotators.
Neurocomputing, 2022
Transformer for Graphs: An Overview from Architecture Perspective.
CoRR, 2022
Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction.
CoRR, 2022
Comparing neural models for nested and overlapping biomedical event detection.
BMC Bioinform., 2022
BioVAE: a pre-trained latent variable language model for biomedical text mining.
Bioinform., 2022
Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Text Classification and Prediction in the Legal Domain.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Incorporating Zoning Information into Argument Mining from Biomedical Literature.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Knowledge Graph Enrichment of a Semantic Search System for Construction Safety.
Proceedings of the Intelligent Systems and Applications, 2022
Emotion-aware and Intent-controlled Empathetic Response Generation using Hierarchical Transformer Network.
Proceedings of the International Joint Conference on Neural Networks, 2022
Readability Controllable Biomedical Document Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Named Entity Recognition for Cancer Immunology Research Using Distant Supervision.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
GenCompareSum: a hybrid unsupervised summarization method using salience.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
Learning Disentangled Representations of Negation and Uncertainty.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
The Role of Text Simplification Operations in Evaluation.
Proceedings of the First Workshop on Current Trends in Text Simplification (CTTS 2021) co-located with the 37th Conference of the Spanish Society for Natural Language Processing (SEPLN2021), 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
HSEarch: Semantic Search System for Workplace Accident Reports.
Proceedings of the Advances in Information Retrieval, 2021
Paladin: an annotation tool based on active and proactive learning.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Predicting Sign of Depression via Using Frozen Pre-trained Models and Random Forest Classifier.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
One-shot to Weakly-Supervised Relation Classification using Language Models.
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021
Investigating Text Simplification Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Cited text span identification for scientific summarisation using pre-trained encoders.
Scientometrics, 2020
An ensemble of neural models for nested adverse drug events and medication extraction with subwords.
J. Am. Medical Informatics Assoc., 2020
Adverse drug events and medication relation extraction in electronic health records with ensemble deep learning methods.
J. Am. Medical Informatics Assoc., 2020
Syntactically-informed word representations from graph neural network.
Neurocomputing, 2020
DeepEventMine: end-to-end neural nested event extraction from biomedical texts.
Bioinform., 2020
Semantic Annotation for Improved Safety in Construction Work.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Revisiting Unsupervised Relation Extraction.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
A Text Mining Pipeline Using Active and Deep Learning Aimed at Curating Information in Computational Neuroscience.
Neuroinformatics, 2019
Improving clinical named entity recognition in Chinese using the graphical and phonetic feature.
BMC Medical Informatics Decis. Mak., 2019
Improving reference prioritisation with PICO recognition.
BMC Medical Informatics Decis. Mak., 2019
Quantifying risk factors in medical reports with a context-aware linear model.
J. Am. Medical Informatics Assoc., 2019
Mapping anatomical related entities to human body parts based on wikipedia in discharge summaries.
BMC Bioinform., 2019
Thalia: semantic search engine for biomedical abstracts.
Bioinform., 2019
NaCTeM-UoM @ CL-SciSumm 2019.
Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 2019
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering.
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Self-Tuned Descriptive Document Clustering Using a Predictive Network.
IEEE Trans. Knowl. Data Eng., 2018
Data Visualization with Structural Control of Global Cohort and Local Data Neighborhoods.
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Identification of research hypotheses and new knowledge from scientific literature.
BMC Medical Informatics Decis. Mak., 2018
Annotation and detection of drug effects in text for pharmacovigilance.
J. Cheminformatics, 2018
LitPathExplorer: a confidence-based visual text analytics tool for exploring literature-enriched pathway models.
Bioinform., 2018
A Neural Layered Model for Nested Named Entity Recognition.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
A New Corpus to Support Text Mining for the Curation of Metabolites in the ChEBI Database.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
APLenty: annotation tool for creating high-quality datasets using active and proactive learning.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018
Investigating Domain-Specific Information for Neural Coreference Resolution on Biomedical Texts.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018
Improve Chinese Clinical Named Entity Recognition Performance by Using the Graphical and Phonetic Feature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
A Walk-based Model on Entity Graphs for Relation Extraction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Enriching news events with meta-knowledge information.
Lang. Resour. Evaluation, 2017
Quantifying the Informativeness of Similarity Measurements.
J. Mach. Learn. Res., 2017
A semi-supervised approach using label propagation to support citation screening.
J. Biomed. Informatics, 2017
Using uncertainty to link and rank evidence from biomedical literature for model curation.
Bioinform., 2017
Identifying Personalised Treatments and Clinical Trials for Precision Medicine using Semantic Search with Thalia.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017
Extracting Gene-Disease Relations from Text to Support Biomarker Discovery.
Proceedings of the 2017 International Conference on Digital Health, 2017
Distributed Document and Phrase Co-embeddings for Descriptive Clustering.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proactive Learning for Named Entity Recognition.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017
2016
The strategic impact of META-NET on the regional, national and international level.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Lang. Resour. Evaluation, 2016
Analysis of the effect of sentiment analysis on extracting adverse drug reactions from tweets and forum posts.
J. Biomed. Informatics, 2016
Topic detection using paragraph vectors to support active learning in systematic reviews.
J. Biomed. Informatics, 2016
Descriptive document clustering via discriminant learning in a co-embedded space of multilevel similarities.
J. Assoc. Inf. Sci. Technol., 2016
Overview of the interactive task in BioCreative V.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Database J. Biol. Databases Curation, 2016
Text mining resources for the life sciences.
Database J. Biol. Databases Curation, 2016
BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Database J. Biol. Databases Curation, 2016
Argo: enabling the development of bespoke workflows and services for disease annotation.
Database J. Biol. Databases Curation, 2016
A Text Mining-Based Framework for Constructing an RDF-Compliant Biodiversity Knowledge Repository.
Proceedings of the Information Management and Big Data, 2016
Construction of a Biodiversity Knowledge Repository using a Text Mining-based Framework.
Proceedings of the 3rd Annual International Symposium on Information Management and Big Data, 2016
NaCTeM at SemEval-2016 Task 1: Inferring sentence-level semantic similarity from an ensemble of complementary lexical and sentence-level features.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
Supporting Biological Pathway Curation Through Text Mining.
Proceedings of the Data Analytics and Management in Data Intensive Domains, 2016
Text Mining Bridging the Gap between Knowledge and Text.
Proceedings of the Selected Papers of the XVIII International Conference on Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2016), 2016
Ensemble Classification of Grants using LDA-based Features.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Identifying Content Types of Messages Related to Open Source Software Projects.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
A Text Mining Framework for Accelerating the Semantic Curation of Literature.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2016
Learning to recognise named entities in tweets by exploiting weakly labelled data.
Proceedings of the 2nd Workshop on Noisy User-generated Text, 2016
2015
Overview of the Cancer Genetics and Pathway Curation tasks of BioNLP Shared Task 2013.
BMC Bioinform., December, 2015
Adaptable, high recall, event extraction system with minimal configuration.
BMC Bioinform., December, 2015
Using text mining techniques to extract phenotypic information from the PhenoCHF corpus.
BMC Medical Informatics Decis. Mak., 2015
Optimising chemical named entity recognition with pre-processing analytics, knowledge-rich features and heuristics.
J. Cheminformatics, 2015
Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary.
BMC Bioinform., 2015
Supporting the annotation of chronic obstructive pulmonary disease (COPD) phenotypes with text mining workflows.
J. Biomed. Semant., 2015
Boosting drug named entity recognition using an aggregate classifier.
Artif. Intell. Medicine, 2015
OSSMETER: Automated Measurement and Analysis of Open Source Software.
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Projects Showcase, 2015
Assessing the Use of Eclipse MDE Technologies in Open-Source Software Projects.
Proceedings of the International Workshop on Open Source Software for Model Driven Engineering co-located with ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems (MODELS 2015), 2015
Customised OCR correction for historical medical text.
Proceedings of the 2nd Digital Heritage International Congress, 2015
Semantically enhanced search system for historical medical archives.
Proceedings of the 2nd Digital Heritage International Congress, 2015
Event Extraction in pieces: Tackling the partial event identification problem on unseen corpora.
Proceedings of the Workshop on Biomedical Natural Language Processing, BioNLP@IJCNLP 2015, 2015
Mining the Biomedical Literature.
Proceedings of the Healthcare Data Analytics., 2015
2014
Reducing systematic review workload through certainty-based screening.
J. Biomed. Informatics, 2014
Discovering robust Embeddings in (DIS)Similarity Space for High-Dimensional Linguistic Features.
Comput. Intell., 2014
Generalising semantic category disambiguation with large lexical resources for fun and profit.
J. Biomed. Semant., 2014
Anatomical entity mention recognition at literature scale.
Bioinform., 2014
Text-mining-assisted biocuration workflows in Argo.
Database J. Biol. Databases Curation, 2014
Processing biological literature with customizable Web services supporting interoperable formats.
Database J. Biol. Databases Curation, 2014
A Hybrid Approach to Compiling Bilingual Dictionaries of Medical Terms from Parallel Corpora.
Proceedings of the Statistical Language and Speech Processing, 2014
Interoperability and Customisation of Annotation Schemata in Argo.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
The Meta-knowledge of Causality in Biomedical Scientific Discourse.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Locating Requests among Open Source Software Communication Messages.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
Comparable Study of Event Extraction in Newswire and Biomedical Domains.
Proceedings of the COLING 2014, 2014
Keynote: Supporting evidence-based medicine using text mining.
Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014
Building a semantically annotated corpus for congestive heart and renal failure from clinical records and the literature.
Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014
2013
Smart Health and Wellbeing.
ACM Trans. Manag. Inf. Syst., 2013
Trait. Autom. des Langues, 2013
"Mining events from the literature for bioinformatics applications" by S. Ananiadou, P. Thompson, and R. Nawaz; with Martin Vesely as coordinator.
SIGWEB Newsl., 2013
A method for discovering and inferring appropriate eligibility criteria in clinical trial protocols without labeled data.
BMC Medical Informatics Decis. Mak., 2013
Recognising Discourse Causality Triggers in the Biomedical Domain.
J. Bioinform. Comput. Biol., 2013
Towards Event-based Discourse Analysis of Biomedical Text.
Int. J. Comput. Linguistics Appl., 2013
Something Old, Something New: Identifying Knowledge Source in Bio-events.
Int. J. Comput. Linguistics Appl., 2013
Negated bio-events: analysis and identification.
BMC Bioinform., 2013
Wide coverage biomedical event extraction using multiple partially overlapping corpora.
BMC Bioinform., 2013
BioCause: Annotating and analysing causality in the biomedical domain.
BMC Bioinform., 2013
Deploying and sharing U-Compare workflows as web services.
J. Biomed. Semant., 2013
A method for integrating and ranking the evidence for biochemical pathways by mining reactions from text.
Bioinform., 2013
Dealing with Data Sparsity in Drug Named Entity Recognition.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013
News search using discourse analytics.
Proceedings of the 1st Digital Heritage International Congress, 2013
Facilitating the Analysis of Discourse Phenomena in an Interoperable NLP Platform.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013
Enhancing Search: Events and Their Discourse Context.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013
Overview of the Cancer Genetics (CG) task of BioNLP Shared Task 2013.
Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013
Overview of the Pathway Curation (PC) task of BioNLP Shared Task 2013.
Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013
NaCTeM EventMine for BioNLP 2013 CG and PC tasks.
Proceedings of the BioNLP Shared Task 2013 Workshop, Sofia, 2013
A hybrid approach to recognising discourse causality in the biomedical domain.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Making UIMA Truly Interoperable with SPARQL.
Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, 2013
Towards a Better Understanding of Discourse: Integrating Multiple Discourse Annotation Perspectives Using UIMA.
Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse, 2013
Development and Analysis of NLP Pipelines in Argo.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
What causes a causal relation? Detecting Causal Triggers in Biomedical Scientific Discourse.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Using a Random Forest Classifier to recognise translations of biomedical terms across languages.
Proceedings of the Sixth Workshop on Building and Using Comparable Corpora, 2013
2012
Proximity-Based Frameworks for Generating Embeddings from Multi-Output Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2012
ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials.
BMC Medical Informatics Decis. Mak., 2012
Overview of the ID, EPI and REL tasks of BioNLP Shared Task 2011.
BMC Bioinform., 2012
Extracting semantically enriched events from biomedical literature.
BMC Bioinform., 2012
Event extraction across multiple levels of biological organization.
Bioinform., 2012
Boosting automatic event extraction from the literature using domain adaptation and coreference resolution.
Bioinform., 2012
Argo: an integrative, interactive, text mining-based workbench supporting curation.
Database J. Biol. Databases Curation, 2012
Developing Multilingual Text Mining Workflows in UIMA and U-Compare.
Proceedings of the Natural Language Processing and Information Systems, 2012
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Collaborative Development and Evaluation of Text-processing Workflows in a UIMA-supported Web-based Workbench.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Identification of Manner in Bio-Events.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
A data and analysis resource for an experiment in text mining a collection of micro-blogs on a political topic.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Detecting and using document structure in scientific text.
Proceedings of the ACM International Health Informatics Symposium, 2012
ASCOT: assisting search and creation of clinical trials.
Proceedings of the ACM International Health Informatics Symposium, 2012
Biomedical text mining for semantic search and knowledge discovery.
Proceedings of the ACM International Health Informatics Symposium, 2012
Extracting Semantically Enriched Events from the Literature.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012
brat: a Web-based Tool for NLP-Assisted Text Annotation.
Proceedings of the EACL 2012, 2012
DTMBIO 2012: international workshop on data and text mining in biomedical informatics.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Inferring appropriate eligibility criteria in clinical trial protocols without labeled data.
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012
New Resources and Perspectives for Biomedical Event Extraction.
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
PubMed-Scale Event Extraction for Post-Translational Modifications, Epigenetics and Protein Structural Relations.
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012
Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far.
Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, 2012
Building Trainable Taggers in a Web-based, UIMA-Supported NLP Workbench.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, 2012
2011
UKPMC: a full text article resource for the life sciences.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Nucleic Acids Res., 2011
Automatic extraction of microorganisms and their habitats from free text using text mining workflows.
J. Integr. Bioinform., 2011
U-Compare: A modular NLP workflow construction and evaluation system.
IBM J. Res. Dev., 2011
Extracting Secondary Bio-Event Arguments with Extraction Constraints.
Comput. Intell., 2011
Detecting experimental techniques and selecting relevant documents for protein-protein interactions from biomedical literature.
BMC Bioinform., 2011
Enriching a biomedical event corpus with meta-knowledge annotation.
BMC Bioinform., 2011
The BioLexicon: a large-scale terminological resource for biomedical text mining.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
BMC Bioinform., 2011
U-Compare bio-event meta-service: compatible BioNLP event extraction services.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
BMC Bioinform., 2011
Automatic extraction of angiogenesis bioprocess from text.
Bioinform., 2011
Discovering and visualizing indirect associations between biomedical concepts.
Bioinform., 2011
AGRA: analysis of gene ranking algorithms.
Bioinform., 2011
Adding text mining workflows as web services to the BioCatalogue.
Proceedings of the 4th International Workshop on Semantic Web Applications and Tools for the Life Sciences, 2011
Extending a Tool Resource Framework with U-Compare.
Proceedings of the Human Language Technology Challenges for Computer Science and Linguistics, 2011
Enrichment and Structuring of Archival Description Metadata.
Proceedings of the 5th ACL Workshop on Language Technology for Cultural Heritage, 2011
Promoting Interoperability of Resources in META-SHARE.
Proceedings of the Workshop on Language Resources, 2011
Poster: Analysis of gene ranking algorithms with extraction of relevant biomedical concepts from PubMed publications.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011
DTMBIO 2011: international workshop on data and textmining in biomedical informatics.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Overview of the Infectious Diseases (ID) task of BioNLP Shared Task 2011.
Proceedings of BioNLP Shared Task 2011 Workshop, Portland, Oregon, USA, June 24, 2011, 2011
Building a Coreference-Annotated Corpus from the Domain of Biochemistry.
Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, 2011
2010
The Value of an in-Domain Lexicon in genomics QA.
J. Bioinform. Comput. Biol., 2010
Disambiguating the species of biomedical named entities using natural language parsers.
Bioinform., 2010
Building a high-quality sense inventory for improved abbreviation disambiguation.
Bioinform., 2010
PathText: a text mining integrator for biological pathway visualizations.
Bioinform., 2010
Text mining meets workflow: linking U-Compare with Taverna.
Bioinform., 2010
Meta-Knowledge Annotation of Bio-Events.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
U-Compare: An Integrated Language Resource Evaluation Platform Including a Comprehensive UIMA Resource Library.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Evaluating a Text Mining Based Educational Search Portal.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proximity-based Graph Embeddings for Multi-label Classification.
Proceedings of the KDIR 2010, 2010
Imbalanced Classification Using Dictionary-based Prototypes and Hierarchical Decision Rules for Entity Sense Disambiguation.
Proceedings of the COLING 2010, 2010
Towards Event Extraction from Full Texts on Infectious Diseases.
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, 2010
Evaluating a meta-knowledge annotation scheme for bio-events.
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010
2009
Clinical text classification under the Open and Closed Topic Assumptions.
Int. J. Data Min. Bioinform., 2009
Construction of an annotated corpus to support biomedical information extraction.
BMC Bioinform., 2009
U-Compare: share and compare text mining tools with UIMA.
Bioinform., 2009
ASSIST : un moteur de recherche spécialisé pour l'analyse des cadres d'expériences.
Proceedings of the Actes de la 16ème conférence sur le Traitement Automatique des Langues Naturelles. Démonstrations, 2009
Improving Full Text Search with Text Mining Tools.
Proceedings of the Natural Language Processing and Information Systems, 2009
Classifying Relations for Biomedical Named Entity Disambiguation.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Fast Full Parsing by Linear-Chain Conditional Random Fields.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
Three BioNLP Tools Powered by a Biological Lexicon.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009
Bootstrapping a Verb Lexicon for Biomedical Information Extraction.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009
An Improved Automatic Term Recognition Method for Spanish.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009
Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty.
Proceedings of the ACL 2009, 2009
Text Mining for Biomedicine.
Proceedings of the Information Retrieval in Biomedicine, 2009
2008
Generating Natural Language specifications from UML class diagrams.
Requir. Eng., 2008
Accelerating the annotation of sparse named entities by dynamic sentence selection.
BMC Bioinform., 2008
Normalizing biomedical terms by minimizing ambiguity and variability.
BMC Bioinform., 2008
How to make the most of NE dictionaries in statistical NER.
BMC Bioinform., 2008
Themes in biomedical natural language processing: BioNLP08.
BMC Bioinform., 2008
FACTA: a text search engine for finding associated biomedical concepts.
Bioinform., 2008
Kleio: a knowledge-enriched information retrieval system for biology.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Filling the Gaps Between Tools and Users: A Tool Comparator, Using Protein-Protein Interactions as an Example.
Proceedings of the Biocomputing 2008, 2008
Building a Bio-Event Annotated Corpus for the Acquisition of Semantic Frames from Biomedical Corpora.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Connecting Text Mining and Pathways using the PathText Resource.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Clustering Related Terms with Definitions.
Proceedings of the International Conference on Language Resources and Evaluation, 2008
Towards Data and Goal Oriented Analysis: Tool Inter-operability and Combinatorial Comparison.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008
Identifying Sections in Scientific Abstracts using Conditional Random Fields.
Proceedings of the Third International Joint Conference on Natural Language Processing, 2008
A Discriminative Candidate Generator for String Transformations.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Event Frame Extraction Based on a Gene Regulation Corpus.
Proceedings of the COLING 2008, 2008
A Discriminative Alignment Model for Abbreviation Recognition.
Proceedings of the COLING 2008, 2008
2007
Learning string similarity measures for gene/protein name dictionary look-up using logistic regression.
Bioinform., 2007
Multi-topic Aspects in Clinical Text Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
An Annotation Type System for a Data-Driven NLP Pipeline.
Proceedings of the Linguistic Annotation Workshop, 2007
Text Mining Techniques for Building a Biolexicon.
Proceedings of the Australasian Language Technology Workshop, 2007
2006
Mining semantically related terms from biomedical literature.
ACM Trans. Asian Lang. Inf. Process., 2006
Terminology-based knowledge mining for new knowledge discovery.
ACM Trans. Asian Lang. Inf. Process., 2006
Proceedings of the Second International Symposium for Semantic Mining in Biomedicine.
BMC Bioinform., 2006
Building an abbreviation dictionary using a term recognition approach.
Bioinform., 2006
Clustering acronyms in biomedical text for disambiguation.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Towards a terminological resource for biomedical text mining.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
A Term Recognition Approach to Acronym Recognition.
Proceedings of the ACL 2006, 2006
2005
Thesaurus or Logical Ontology, Which One Do We Need for Text Mining?
Lang. Resour. Evaluation, 2005
MaSTerClass: a case-based reasoning system for the classification of biomedical terms.
Bioinform., 2005
Text mining and ontologies in biomedicine: Making sense of raw text.
Briefings Bioinform., 2005
A Flexible Measure of Contextual Similarity for Biomedical Terms.
Proceedings of the Biocomputing 2005, 2005
Developing a Robust Part-of-Speech Tagger for Biomedical Text.
Proceedings of the Advances in Informatics, 2005
A Machine Learning Approach to Acronym Generation.
Proceedings of the ACL-ISMB Workshop on Linking Biological Literature, 2005
2004
Using automatically learnt verb selectional preferences for classification of biomedical terms.
J. Biomed. Informatics, 2004
Introduction: named entity recognition in biomedicine.
J. Biomed. Informatics, 2004
Mining Biomedical Abstracts: What's in a Term?
Proceedings of the Natural Language Processing, 2004
Introduction (Thematic Session: Text Mining in Biomedicine).
Proceedings of the Natural Language Processing, 2004
Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms..
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Enhancing automatic term recognition through recognition of variation.
Proceedings of the COLING 2004, 2004
2003
Terminology-driven Mining of Biomedical Literature.
Bioinform., 2003
An Integrated Term-Based Corpus Query System.
Proceedings of the EACL 2003, 2003
Using Domain-Specific Verbs for Term Classification.
Proceedings of the Workshop on Natural Language Processing in Biomedicine, 2003
Selecting Text Features for Gene Name Classification: from Documents to Terms.
Proceedings of the Workshop on Natural Language Processing in Biomedicine, 2003
2002
Terminology-driven literature mining and knowledge acquisition in biomedicine.
Int. J. Medical Informatics, 2002
Spotting and Discovering Terms through Natural Language Processing by Christian Jacquemin.
Comput. Linguistics, 2002
Term Clustering Using a Corpus-Based Similarity Measure.
Proceedings of the Text, Speech and Dialogue, 5th International Conference, 2002
Tuning Context Features with Genetic Algorithms.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002
Automatic Acronym Acquisition and Term Variation Management within Domain-Specific Texts.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002
Supervised Learning of Term Similarities.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2002
A Methodology for Terminology-based Knowledge Acquisition and Integration.
Proceedings of the 19th International Conference on Computational Linguistics, 2002
2001
The ATRACT Workbench: Automatic Term Recognition and Clustering for Terms.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001
2000
Automatic recognition of multi-word terms: the C-value/NC-value method.
Int. J. Digit. Libr., 2000
Creating and Using Domain-specific Ontologies for Terminological Applications.
Proceedings of the Second International Conference on Language Resources and Evaluation, 2000
Identifying Terms by their Family and Friends.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000
1999
Classifying Technical Terms.
Proceedings of the Electronic Publishing '99, Redefining the Information Chain - New Ways and Voices: 3rd ICCC/IFIP conference held at the University of Karlskrona/Ronneby, 1999
1998
Term sense disambiguation using a domain-specific thesaurus.
Proceedings of the First International Conference on Language Resources and Evaluation, 1998
The C-value/NC-value Method of Automatic Recognition for Multi-Word Terms.
Proceedings of the Research and Advanced Technology for Digital Libraries, 1998
1996
Extracting Nested Collocations.
Proceedings of the 16th International Conference on Computational Linguistics, 1996
1995
1994
A Methodology For Automatic Term Recognition.
Proceedings of the 15th International Conference on Computational Linguistics, 1994
1992
Visualisation: mediating the interchange of information from the verbal to the visual domain.
Proceedings of the Mensch und Maschine, 1992
Linguistic Knowledge Generator.
Proceedings of the 14th International Conference on Computational Linguistics, 1992
Automatic Learning for Semantic Collocation.
Proceedings of the 3rd Applied Natural Language Processing Conference, 1992
1990
On the definition of word.
Mach. Transl., 1990