Trevor Cohn

Tom Drummond

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Predicting Human Translation Difficulty with Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval.

[BibT_eX]

[DOI]

Jinrui Yang

CoRR, 2023

A Reminder of its Brittleness: Language Reward Shaping May Hinder Learning for Instruction Following Agents.

[BibT_eX]

[DOI]

Sukai Huang

Nir Lipovetzky

CoRR, 2023

IMBERT: Making BERT Immune to Insertion-based Backdoor Attacks.

[BibT_eX]

[DOI]

Xuanli He

CoRR, 2023

DeltaScore: Evaluating Story Generation with Differentiating Perturbations.

[BibT_eX]

[DOI]

CoRR, 2023

Can Very Large Pretrained Language Models Learn Storytelling With A Few Examples?

[BibT_eX]

[DOI]

CoRR, 2023

Language models are not naysayers: an analysis of language models on negation benchmarks.

[BibT_eX]

[DOI]

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

Seeking Clozure: Robust Hypernym extraction from BERT with Anchored Prompts.

[BibT_eX]

[DOI]

Chunhua Liu

Lea Frermann

Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

The Next Chapter: A Study of Large Language Models in Storytelling.

[BibT_eX]

[DOI]

Proceedings of the 16th International Natural Language Generation Conference, 2023

It's not only What You Say, It's also Who It's Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom.

[BibT_eX]

[DOI]

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DeltaScore: Fine-Grained Story Evaluation with Perturbations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Noisy Self-Training with Synthetic Queries for Dense Retrieval.

[BibT_eX]

[DOI]

Tom Drummond

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation.

[BibT_eX]

[DOI]

Xuanli He

Qiongkai Xu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

More than Votes? Voting and Language based Partisanship in the US Supreme Court.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Fingerprint Attack: Client De-Anonymization in Federated Learning.

[BibT_eX]

[DOI]

Qiongkai Xu

Olga Ohrimenko

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks.

[BibT_eX]

[DOI]

Viktoria Schram

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Probing Power by Prompting: Harnessing Pre-trained Language Models for Power Connotation Framing.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Don't Mess with Mister-in-Between: Improved Negative Search for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Tom Drummond

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Rethinking Round-Trip Translation for Machine Translation Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Survey for Efficient Open Domain Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Predicting Human Translation Difficulty Using Automatic Word Alignment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Cost-effective Distillation of Large Language Models.

[BibT_eX]

[DOI]

Sayantan Dasgupta

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Detecting Backdoors in Deep Text Classifiers.

[BibT_eX]

[DOI]

You Guo

CoRR, 2022

Rethinking Round-trip Translation for Automatic Machine Translation Evaluation.

[BibT_eX]

[DOI]

CoRR, 2022

fairlib: A Unified Framework for Assessing and Improving Classification Fairness.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Equal Opportunity Fairness through Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Improving negation detection with negation-focused pre-training.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Optimising Equal Opportunity Fairness in Model Training.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Does Representational Fairness Imply Empirical Fairness?

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

WAX: A New Dataset for Word Association eXplanations.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Systematic Evaluation of Predictive Fairness.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Foiling Training-Time Attacks on Neural Machine Translation Systems.

[BibT_eX]

[DOI]

Xuanli He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

FairLib: A Unified Framework for Assessing and Improving Fairness.

[BibT_eX]

[DOI]

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Balancing out Bias: Achieving Fairness Through Balanced Training.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2022

LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on Scholarly Document Processing, 2022

Measuring and Mitigating Name Biases in Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Incorporating Constituent Syntax for Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

ChemTables: a dataset for semantic classification on tables in chemical patents.

[BibT_eX]

[DOI]

Zenan Zhai

J. Cheminformatics, 2021

ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents.

[BibT_eX]

[DOI]

Jiayuan He

Dat Quoc Nguyen

Saber A. Akhondi

Frontiers Res. Metrics Anal., 2021

Exploring Story Generation with Multi-task Objectives in Variational Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2021

Contrastive Learning for Fair Representations.

[BibT_eX]

[DOI]

CoRR, 2021

Balancing out Bias: Achieving Fairness Through Training Reweighting.

[BibT_eX]

[DOI]

CoRR, 2021

A Targeted Attack on Black-Box Neural Machine Translation with Parallel Data Poisoning.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

ITTC @ TREC 2021 Clinical Trials Track.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Text REtrieval Conference, 2021

PTST-UoM at SemEval-2021 Task 10: Parsimonious Transfer for Sequence Tagging.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Generating Diverse Descriptions from Semantic Graphs.

[BibT_eX]

[DOI]

Jiuzhou Han

Proceedings of the 14th International Conference on Natural Language Generation, 2021

It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Mitigating Data Poisoning in Text Classification with Differential Privacy.

[BibT_eX]

[DOI]

Chang Xu

Francisco Guzmán

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Evaluating Debiasing Techniques for Intersectional Biases.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Fairness-aware Class Imbalanced Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2021

PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Diverse Adversaries for Mitigating Bias in Training.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning.

[BibT_eX]

[DOI]

Philip Arthur

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Commonsense Knowledge in Word Associations and ConceptNet.

[BibT_eX]

[DOI]

Chunhua Liu

Lea Frermann

Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Decoupling Adversarial Training for Fair NLP.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Targeted Poisoning Attacks on Black-Box Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Coupled Policies for Simultaneous Machine Translation.

[BibT_eX]

[DOI]

Philip Arthur

CoRR, 2020

Decoding As Dynamic Programming For Recurrent Autoregressive Models.

[BibT_eX]

[DOI]

Najam Zaidi

Proceedings of the 8th International Conference on Learning Representations, 2020

ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2020

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents.

[BibT_eX]

[DOI]

Jiayuan He

Dat Quoc Nguyen

Saber A. Akhondi

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Gaussian Processes for Rumour Stance Classification in Social Media.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Multilingual NER Transfer for Low-resource Languages.

[BibT_eX]

[DOI]

CoRR, 2019

Truth Inference at Scale: A Bayesian Model for Adjudicating Highly Redundant Crowd Annotations.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Neural Speech Translation using Lattice Transformations and Graph Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

Target Based Speech Act Classification in Political Campaign Text.

[BibT_eX]

[DOI]

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

Contextualization of Morphological Inflection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Exploiting Worker Correlation for Label Aggregation in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

A Unified Neural Architecture for Instrumental Audio Tasks.

[BibT_eX]

[DOI]

Steven Spratley

Proceedings of the IEEE International Conference on Acoustics, 2019

On the Role of Scene Graphs in Image Captioning.

[BibT_eX]

[DOI]

Dalin Wang

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019

Deep Ordinal Regression for Pledge Specificity Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Grounding learning of modifier dynamics: An application to color naming.

[BibT_eX]

[DOI]

Philip Schulz

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings.

[BibT_eX]

[DOI]

Michelle Gregory

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Massively Multilingual Transfer for NER.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Semi-supervised Stochastic Multi-Domain Learning using Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

From Shakespeare to Li-Bai: Adapting a Sonnet Model to Chinese Poetry.

[BibT_eX]

[DOI]

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2018

Discourse-aware rumour stance classification in social media using sequential classifiers.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2018

Evaluating the Utility of Hand-crafted Features in Sequence Labelling.

[BibT_eX]

[DOI]

Minghao Wu

CoRR, 2018

Exploiting graph kernels for high performance biomedical relation extraction.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

J. Biomed. Semant., 2018

Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Evaluating the Utility of Hand-crafted Features in Sequence Labeling.

[BibT_eX]

[DOI]

Minghao Wu

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Twitter Geolocation using Knowledge-Based Methods.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Noisy User-generated Text, 2018

Iterative Back-Translation for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Neural Machine Translation and Generation, 2018

Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Narrative Modeling with Memory Chains and Semantic Supervision.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Towards Robust and Privacy-preserving Text Representations.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

A Stochastic Decoder for Neural Machine Translation.

[BibT_eX]

[DOI]

Philip Schulz

Wilker Aziz

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Graph-to-Sequence Learning using Gated Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Semi-supervised User Geolocation via Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Deep-speare: A joint neural model of poetic language, meter and rhyme.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Towards Efficient Machine Translation Evaluation by Modelling Annotators.

[BibT_eX]

[DOI]

Proceedings of the Australasian Language Technology Association Workshop 2018, 2018

Improved Neural Machine Translation using Side Information.

[BibT_eX]

[DOI]

Proceedings of the Australasian Language Technology Association Workshop 2018, 2018

2017

DyNet: The Dynamic Neural Network Toolkit.

[BibT_eX]

[DOI]

CoRR, 2017

Decoding as Continuous Optimization in Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2017

Pairwise Webpage Coreference Classification Using Distant Supervision.

[BibT_eX]

[DOI]

Julian Brooke

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

End-to-end Network for Twitter Geolocation Prediction and Hashing.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Learning Kernels over Strings using Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Compressed Nonparametric Language Modelling.

[BibT_eX]

[DOI]

Ehsan Shareghi

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Word Representation Models for Morphologically Rich Languages in Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017

Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Sequence Effects in Crowdsourced Annotations.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Towards Decoding as Continuous Optimisation in Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Learning how to Active Learn: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Meng Fang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Multilingual Training of Crosslingual Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Cross-Lingual Word Embeddings for Low-Resource Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Context-Aware Prediction of Derivational Word-forms.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Robust Training under Linguistic Adversity.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Multi-step prediction with missing smart sensor data using multi-task Gaussian processes.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Longitudinal Modeling of Social Media with Hawkes Process Based on Users and Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

A Neural Model for User Geolocation and Lexical Dialectology.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Topically Driven Neural Language Model.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary.

[BibT_eX]

[DOI]

Meng Fang

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Decoupling Encoder and Decoder Networks for Abstractive Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Summarization and Summary Evaluation Across Source Types and Genres, 2017

Joint Sentence-Document Model for Manifesto Text Analysis.

[BibT_eX]

[DOI]

Julian Brooke

Proceedings of the Australasian Language Technology Association Workshop, 2017

Improving End-to-End Memory Networks with Unified Weight Tying.

[BibT_eX]

[DOI]

Proceedings of the Australasian Language Technology Association Workshop, 2017

Phonemic Transcription of Low-Resource Tonal Languages.

[BibT_eX]

[DOI]

Proceedings of the Australasian Language Technology Association Workshop, 2017

2016

Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2016

Using Gaussian Processes for Rumour Stance Classification in Social Media.

[BibT_eX]

[DOI]

CoRR, 2016

Exploiting Tree Kernels for High Performance Chemical Induced Disease Relation Extraction.

[BibT_eX]

[DOI]

Kotagiri Ramamohanarao

Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016

Incorporating Side Information into Recurrent Neural Network Language Models.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

An Attentional Model for Speech Translation Without Transcription.

[BibT_eX]

[DOI]

Long Duong

Antonios Anastasopoulos

David Chiang

Steven Bird

Proceedings of the NAACL HLT 2016, 2016

Incorporating Structural Alignment Biases into an Attentional Neural Translation Model.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2016, 2016

Studying the Temporal Dynamics of Word Co-occurrences: An Application to Event Detection.

[BibT_eX]

[DOI]

P. K. Srijith

Mark Hepple

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Learning a Translation Model from Word Lattices.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling.

[BibT_eX]

[DOI]

Ehsan Shareghi

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning Robust Representations of Text.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning Crosslingual Word Embeddings without Bilingual Corpora.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning a Lexicon and Translation Model from Phoneme Lattices.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection.

[BibT_eX]

[DOI]

Meng Fang

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Exploring Prediction Uncertainty in Machine Translation Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

Succinct Data Structures for NLP-at-Scale.

[BibT_eX]

[DOI]

Matthias Petri

Proceedings of the COLING 2016, 2016

SeeDev Binary Event Extraction using SVMs and a Rich Feature Set.

[BibT_eX]

[DOI]

Gitansh Khirbat

Kotagiri Ramamohanarao

Proceedings of the 4th BioNLP Shared Task Workshop, BioNLP 2016, 2016

Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

pigeo: A Python Geotagging Tool.

[BibT_eX]

[DOI]

Proceedings of ACL-2016 System Demonstrations, Berlin, Germany, August 7-12, 2016, 2016

Hawkes Processes for Continuous Time Sequence Classification: an Application to Rumour Stance Classification in Twitter.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Improving Neural Translation Models with Linguistic Factors.

[BibT_eX]

[DOI]

Reza Haffari

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction.

[BibT_eX]

[DOI]

Rao Kotagiri

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

Convolution Kernels for Discriminative Learning from Streaming Text.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Learning Structural Kernels for Natural Language Processing.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2015

A Bayesian non-linear method for feature selection in machine translation quality estimation.

[BibT_eX]

[DOI]

Kashif Shah

Mach. Transl., 2015

Day trading profit maximization with multi-task learning and technical analysis.

[BibT_eX]

[DOI]

Zsolt Bitvai

Mach. Learn., 2015

Depth-Gated LSTM.

[BibT_eX]

[DOI]

CoRR, 2015

Estimating collective judgement of rumours in social media.

[BibT_eX]

[DOI]

CoRR, 2015

Document Context Language Models.

[BibT_eX]

[DOI]

CoRR, 2015

Structured Prediction of Sequences and Trees Using Infinite Contexts.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Exploiting Text and Network Context for Geolocation of Social Media Users.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Inducing bilingual lexicons from small quantities of sentence-aligned phonemic transcriptions.

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Spoken Language Translation: Papers, 2015

Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Modeling Tweet Arrival Times using Log-Gaussian Cox Processes.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Classifying Tweet Level Judgements of Rumours in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Neural Network Model for Low-Resource Universal Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data.

[BibT_eX]

[DOI]

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Twitter User Geolocation Using a Unified Text and Network Prediction Model.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Point Process Modelling of Rumour Dynamics in Social Media.

[BibT_eX]

[DOI]

Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser.

[BibT_eX]

[DOI]

Non-Linear Text Regression with a Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Zsolt Bitvai

Predicting Peer-to-Peer Loan Rates Using Bayesian Non-Linear Regression.

[BibT_eX]

[DOI]

Zsolt Bitvai

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Joint Emotion Analysis via Multi-task Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Data selection for discriminative training in statistical machine translation.

[BibT_eX]

[DOI]

Xingyi Song

Proceedings of the 17th Annual conference of the European Association for Machine Translation, 2014

Predicting and Characterising User Impact on Twitter.

[BibT_eX]

[DOI]

Vasileios Lampos

Nikolaos Aletras

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Factored Markov Translation with Robust Modeling.

[BibT_eX]

[DOI]

Yang Feng

Xinkai Du

Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

Extracting Socioeconomic Patterns from the News: Modelling Text and Outlet Importance Jointly.

[BibT_eX]

[DOI]

Vasileios Lampos

Sina Samangooei

Douwe Gelling

Proceedings of the Workshop on Language Technologies and Computational Social Science@ACL 2014, 2014

Simple extensions and POS Tags for a reparameterised IBM Model 2.

[BibT_eX]

[DOI]

Douwe Gelling

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Gaussian Processes for Natural Language Processing.

[BibT_eX]

[DOI]

Neil D. Lawrence

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

An abstractive approach to sentence compression.

[BibT_eX]

[DOI]

Mirella Lapata

ACM Trans. Intell. Syst. Technol., 2013

BLEU Deconstructed: Designing a Better MT Evaluation Metric.

[BibT_eX]

[DOI]

Xingyi Song

Int. J. Comput. Linguistics Appl., 2013

SHEF-Lite: When Less is More for Translation Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

Mining user behaviours: a study of check-in patterns in location based social networks.

[BibT_eX]

[DOI]

Proceedings of the Web Science 2013 (co-located with ECRC), 2013

Adaptation of lecture speech recognition system with machine translation output.

[BibT_eX]

[DOI]

Raymond W. M. Ng

Thomas Hain

Proceedings of the IEEE International Conference on Acoustics, 2013

Where's @wally?: a classification approach to geolocating users based on their social ties.

[BibT_eX]

[DOI]

Dominic Paul Rout

Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

A temporal model of text periodicities using Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Topic-Oriented Words as Features for Named Entity Recognition.

[BibT_eX]

[DOI]

Ziqi Zhang

Fabio Ciravegna

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

QuEst - A translation quality estimation framework.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

A user-centric model of voting intention from Social Media.

[BibT_eX]

[DOI]

Vasileios Lampos

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

A Markov Model of Machine Translation using Non-parametric Bayesian Inference.

[BibT_eX]

[DOI]

Yang Feng

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Modelling Annotator Bias with Multi-task Gaussian Processes: An Application to Machine Translation Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

An Infinite Hierarchical Bayesian Model of Phrasal Translation.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Reducing Annotation Effort for Quality Estimation via Active Learning.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Redundancy reduction for multi-document summaries using A* search and discriminative training.

[BibT_eX]

[DOI]

Ahmet Aker

Robert J. Gaizauskas

Proceedings of the 2nd International Workshop on Exploiting Large Knowledge Repositories, 2012

Evaluating a Morphological Analyser of Inuktitut.

[BibT_eX]

[DOI]

Jeremy Nicholson

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Left-to-Right Tree-to-String Decoding with Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

Regression and Ranking based Optimisation for Sentence Level MT Evaluation.

[BibT_eX]

[DOI]

Xingyi Song

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Inducing Tree-Substitution Grammars.

[BibT_eX]

[DOI]

Sharon Goldwater

J. Mach. Learn. Res., 2010

Inducing Synchronous Grammars with Slice Sampling.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Multi-Document Summarization Using A* Search and Discriminative Learning.

[BibT_eX]

[DOI]

Ahmet Aker

Robert J. Gaizauskas

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Blocked Inference in Bayesian Tree Substitution Grammars.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

2009

Sentence Compression as Tree Transduction.

[BibT_eX]

[DOI]

Mirella Lapata

J. Artif. Intell. Res., 2009

Inducing Compact but Accurate Tree-Substitution Grammars.

[BibT_eX]

[DOI]

Sharon Goldwater

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

A Bayesian Model of Syntax-Directed Tree to String Grammar Induction.

[BibT_eX]

[DOI]

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Word Lattices for Multi-Source Translation.

[BibT_eX]

[DOI]

Josh Schroeder

Philipp Koehn

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

A Note on the Implementation of Hierarchical Dirichlet Processes.

[BibT_eX]

[DOI]

Proceedings of the ACL 2009, 2009

A Gibbs Sampler for Phrasal Synchronous Grammar Induction.

[BibT_eX]

[DOI]