2019

  • 16/10/2019:

    We're releasing a new cross-lingual Question Answering dataset, MLQA: Evaluating Cross-lingual Extractive Question Answering Check out the dataset here

  • 03/09/2019:

    Language Models as Knowledgebases? accepted at EMNLP 2019! Code for the paper's experiments, and the LAMA probe are available here

  • 13/06/2019:

    Unsupervised Question Answering by Cloze Translation accepted at ACL 2019! Code and synthetic training data will be available here

  • 13/06/2019:

    NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language accepted at ACL 2019! Code and synthetic training data is available here

  • 28/09/2018:

    Interpretation of Natural Language Rules in Conversational Machine Reading accepted at EMNLP 2018 - CodaLab challenge are now LIVE at sharc-data.github.io!

  • 26/09/2018:

    Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection accepted at EMNLP 2018 - code available at this link!

  • 22/08/2018:

    Cape achieves new SoTA on the TriviaQA Wiki dataset codalab Leaderboard. More details can be found here. Cape is super easy to use, extend and integrate into all kinds of software!

  • 19/08/2018:

    Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge accepted at CoNLL 2018 - code available at this link!

  • 11/08/2018:

    We are proud of our 2nd place in the EMNLP 2018 FEVER shared task (fever.ai) thanks to the amazing work of @takuma_ynd!

  • 06/08/2018:

    We will be giving a tutorial on Machine Reading at UAI 2018!

  • 27/05/2018:

    Jack the Reader – A Machine Reading Framework accepted at ACL, System Demonstrations track!

  • 21/05/2018:

    Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers accepted at ACL!

  • 11/05/2018:

    Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness accepted at HLT-NAACL!

  • 07/01/2018:

    Convolutional 2D Knowledge Graph Embeddings accepted at AAAI!

  • 02/10/2017:

    The 6th Workshop on Automated Knowledge Base Construction (AKBC 2017) returns to NIPS: submit your papers by October 21st!

  • 04/09/2017:

    End-to-end Differentiable Proving accepted at NIPS!

  • 26/07/2017:

    Adversarial Sets for Regularising Neural Link Predictors accepted at UAI!

  • 23/07/2017:

    Programming with a Differentiable Forth Interpreter accepted at ICML!

  • 13/06/2017:

    A Supervised Approach to Extractive Summarisation of Scientific Papers, a paper based on Ed Collins’ MEng thesis, accepted at CoNLL!

  • 24/04/2017:

    Frustratingly Short Attention Spans in Neural Language Modeling, a paper based on Michal Daniluk's MSc Machine Learning project, accepted to ICLR! Michal also received the MSc Machine Learning Programme Director’s Award (2015-2016) for Outstanding Project Report (Second Place)

  • 11/04/2017:

    SemEval 2017 Science task description paper preprint now available online.

  • 10/04/2017:

    Tim Rocktäschel is awarded a Google Ph.D. Fellowship in Natural Language Processing

  • 07/04/2017:

    Multi-Task Learning of Keyphrase Boundary Classification accepted at ACL!

  • 03/04/2017:

    2 papers by our group accepted at EACL!

  • 03/04/2017:

    Neural Architectures for Fine-grained Entity Type Classification wins outstanding paper award at EACL!

  • 24/02/2017:

    We co-organised a Poetry AI workshop at UCL, at which humans acted as a neural network to generate poetry. Slides of the event are available here.

  • 21/02/2017:

    Wired article discussing our project on machine reading of scientific publications and how it could aid peer review

  • 09/02/2017:

    SemEval 2017 Science results are announced. Congratulations to the winning teams, s2_end2end, MayoNLP and MIT!

  • 28/01/2017:

    We are co-organising the first workshop for women and underrepresented minorities in NLP (WiNLP) at ACL 2017. Consider participating!

  • 12/01/2017:

    We are co-organizing the SemEval 2017 Task 10: Extracting Keyphrases and Relations from Scientific Publications (ScienceIE). Consider participating!

  • 01/11/2016:

    emoji2vec: Learning Emoji Representations from their Description, a paper based on Ben Eisner's UCLMR internship, won the best paper award at SocialNLP 2016!

  • 12/08/2016:

    Defining Words with Words: Beyond the Distributional Hypothesis was awarded the best proposal award at RepEval!

  • 09/07/2016:

    We are co-organizing a workshop on Neural Abstract Machines & Program Induction (NAMPI) at NIPS 2016. Consider submitting a paper!

2018

  • 16/10/2019:

    We're releasing a new cross-lingual Question Answering dataset, MLQA: Evaluating Cross-lingual Extractive Question Answering Check out the dataset here

  • 03/09/2019:

    Language Models as Knowledgebases? accepted at EMNLP 2019! Code for the paper's experiments, and the LAMA probe are available here

  • 13/06/2019:

    Unsupervised Question Answering by Cloze Translation accepted at ACL 2019! Code and synthetic training data will be available here

  • 13/06/2019:

    NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language accepted at ACL 2019! Code and synthetic training data is available here

  • 28/09/2018:

    Interpretation of Natural Language Rules in Conversational Machine Reading accepted at EMNLP 2018 - CodaLab challenge are now LIVE at sharc-data.github.io!

  • 26/09/2018:

    Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection accepted at EMNLP 2018 - code available at this link!

  • 22/08/2018:

    Cape achieves new SoTA on the TriviaQA Wiki dataset codalab Leaderboard. More details can be found here. Cape is super easy to use, extend and integrate into all kinds of software!

  • 19/08/2018:

    Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge accepted at CoNLL 2018 - code available at this link!

  • 11/08/2018:

    We are proud of our 2nd place in the EMNLP 2018 FEVER shared task (fever.ai) thanks to the amazing work of @takuma_ynd!

  • 06/08/2018:

    We will be giving a tutorial on Machine Reading at UAI 2018!

  • 27/05/2018:

    Jack the Reader – A Machine Reading Framework accepted at ACL, System Demonstrations track!

  • 21/05/2018:

    Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers accepted at ACL!

  • 11/05/2018:

    Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness accepted at HLT-NAACL!

  • 07/01/2018:

    Convolutional 2D Knowledge Graph Embeddings accepted at AAAI!

  • 02/10/2017:

    The 6th Workshop on Automated Knowledge Base Construction (AKBC 2017) returns to NIPS: submit your papers by October 21st!

  • 04/09/2017:

    End-to-end Differentiable Proving accepted at NIPS!

  • 26/07/2017:

    Adversarial Sets for Regularising Neural Link Predictors accepted at UAI!

  • 23/07/2017:

    Programming with a Differentiable Forth Interpreter accepted at ICML!

  • 13/06/2017:

    A Supervised Approach to Extractive Summarisation of Scientific Papers, a paper based on Ed Collins’ MEng thesis, accepted at CoNLL!

  • 24/04/2017:

    Frustratingly Short Attention Spans in Neural Language Modeling, a paper based on Michal Daniluk's MSc Machine Learning project, accepted to ICLR! Michal also received the MSc Machine Learning Programme Director’s Award (2015-2016) for Outstanding Project Report (Second Place)

  • 11/04/2017:

    SemEval 2017 Science task description paper preprint now available online.

  • 10/04/2017:

    Tim Rocktäschel is awarded a Google Ph.D. Fellowship in Natural Language Processing

  • 07/04/2017:

    Multi-Task Learning of Keyphrase Boundary Classification accepted at ACL!

  • 03/04/2017:

    2 papers by our group accepted at EACL!

  • 03/04/2017:

    Neural Architectures for Fine-grained Entity Type Classification wins outstanding paper award at EACL!

  • 24/02/2017:

    We co-organised a Poetry AI workshop at UCL, at which humans acted as a neural network to generate poetry. Slides of the event are available here.

  • 21/02/2017:

    Wired article discussing our project on machine reading of scientific publications and how it could aid peer review

  • 09/02/2017:

    SemEval 2017 Science results are announced. Congratulations to the winning teams, s2_end2end, MayoNLP and MIT!

  • 28/01/2017:

    We are co-organising the first workshop for women and underrepresented minorities in NLP (WiNLP) at ACL 2017. Consider participating!

  • 12/01/2017:

    We are co-organizing the SemEval 2017 Task 10: Extracting Keyphrases and Relations from Scientific Publications (ScienceIE). Consider participating!

  • 01/11/2016:

    emoji2vec: Learning Emoji Representations from their Description, a paper based on Ben Eisner's UCLMR internship, won the best paper award at SocialNLP 2016!

  • 12/08/2016:

    Defining Words with Words: Beyond the Distributional Hypothesis was awarded the best proposal award at RepEval!

  • 09/07/2016:

    We are co-organizing a workshop on Neural Abstract Machines & Program Induction (NAMPI) at NIPS 2016. Consider submitting a paper!

2017

  • 16/10/2019:

    We're releasing a new cross-lingual Question Answering dataset, MLQA: Evaluating Cross-lingual Extractive Question Answering Check out the dataset here

  • 03/09/2019:

    Language Models as Knowledgebases? accepted at EMNLP 2019! Code for the paper's experiments, and the LAMA probe are available here

  • 13/06/2019:

    Unsupervised Question Answering by Cloze Translation accepted at ACL 2019! Code and synthetic training data will be available here

  • 13/06/2019:

    NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language accepted at ACL 2019! Code and synthetic training data is available here

  • 28/09/2018:

    Interpretation of Natural Language Rules in Conversational Machine Reading accepted at EMNLP 2018 - CodaLab challenge are now LIVE at sharc-data.github.io!

  • 26/09/2018:

    Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection accepted at EMNLP 2018 - code available at this link!

  • 22/08/2018:

    Cape achieves new SoTA on the TriviaQA Wiki dataset codalab Leaderboard. More details can be found here. Cape is super easy to use, extend and integrate into all kinds of software!

  • 19/08/2018:

    Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge accepted at CoNLL 2018 - code available at this link!

  • 11/08/2018:

    We are proud of our 2nd place in the EMNLP 2018 FEVER shared task (fever.ai) thanks to the amazing work of @takuma_ynd!

  • 06/08/2018:

    We will be giving a tutorial on Machine Reading at UAI 2018!

  • 27/05/2018:

    Jack the Reader – A Machine Reading Framework accepted at ACL, System Demonstrations track!

  • 21/05/2018:

    Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers accepted at ACL!

  • 11/05/2018:

    Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness accepted at HLT-NAACL!

  • 07/01/2018:

    Convolutional 2D Knowledge Graph Embeddings accepted at AAAI!

  • 02/10/2017:

    The 6th Workshop on Automated Knowledge Base Construction (AKBC 2017) returns to NIPS: submit your papers by October 21st!

  • 04/09/2017:

    End-to-end Differentiable Proving accepted at NIPS!

  • 26/07/2017:

    Adversarial Sets for Regularising Neural Link Predictors accepted at UAI!

  • 23/07/2017:

    Programming with a Differentiable Forth Interpreter accepted at ICML!

  • 13/06/2017:

    A Supervised Approach to Extractive Summarisation of Scientific Papers, a paper based on Ed Collins’ MEng thesis, accepted at CoNLL!

  • 24/04/2017:

    Frustratingly Short Attention Spans in Neural Language Modeling, a paper based on Michal Daniluk's MSc Machine Learning project, accepted to ICLR! Michal also received the MSc Machine Learning Programme Director’s Award (2015-2016) for Outstanding Project Report (Second Place)

  • 11/04/2017:

    SemEval 2017 Science task description paper preprint now available online.

  • 10/04/2017:

    Tim Rocktäschel is awarded a Google Ph.D. Fellowship in Natural Language Processing

  • 07/04/2017:

    Multi-Task Learning of Keyphrase Boundary Classification accepted at ACL!

  • 03/04/2017:

    2 papers by our group accepted at EACL!

  • 03/04/2017:

    Neural Architectures for Fine-grained Entity Type Classification wins outstanding paper award at EACL!

  • 24/02/2017:

    We co-organised a Poetry AI workshop at UCL, at which humans acted as a neural network to generate poetry. Slides of the event are available here.

  • 21/02/2017:

    Wired article discussing our project on machine reading of scientific publications and how it could aid peer review

  • 09/02/2017:

    SemEval 2017 Science results are announced. Congratulations to the winning teams, s2_end2end, MayoNLP and MIT!

  • 28/01/2017:

    We are co-organising the first workshop for women and underrepresented minorities in NLP (WiNLP) at ACL 2017. Consider participating!

  • 12/01/2017:

    We are co-organizing the SemEval 2017 Task 10: Extracting Keyphrases and Relations from Scientific Publications (ScienceIE). Consider participating!

  • 01/11/2016:

    emoji2vec: Learning Emoji Representations from their Description, a paper based on Ben Eisner's UCLMR internship, won the best paper award at SocialNLP 2016!

  • 12/08/2016:

    Defining Words with Words: Beyond the Distributional Hypothesis was awarded the best proposal award at RepEval!

  • 09/07/2016:

    We are co-organizing a workshop on Neural Abstract Machines & Program Induction (NAMPI) at NIPS 2016. Consider submitting a paper!

2016

  • 16/10/2019:

    We're releasing a new cross-lingual Question Answering dataset, MLQA: Evaluating Cross-lingual Extractive Question Answering Check out the dataset here

  • 03/09/2019:

    Language Models as Knowledgebases? accepted at EMNLP 2019! Code for the paper's experiments, and the LAMA probe are available here

  • 13/06/2019:

    Unsupervised Question Answering by Cloze Translation accepted at ACL 2019! Code and synthetic training data will be available here

  • 13/06/2019:

    NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language accepted at ACL 2019! Code and synthetic training data is available here

  • 28/09/2018:

    Interpretation of Natural Language Rules in Conversational Machine Reading accepted at EMNLP 2018 - CodaLab challenge are now LIVE at sharc-data.github.io!

  • 26/09/2018:

    Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection accepted at EMNLP 2018 - code available at this link!

  • 22/08/2018:

    Cape achieves new SoTA on the TriviaQA Wiki dataset codalab Leaderboard. More details can be found here. Cape is super easy to use, extend and integrate into all kinds of software!

  • 19/08/2018:

    Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge accepted at CoNLL 2018 - code available at this link!

  • 11/08/2018:

    We are proud of our 2nd place in the EMNLP 2018 FEVER shared task (fever.ai) thanks to the amazing work of @takuma_ynd!

  • 06/08/2018:

    We will be giving a tutorial on Machine Reading at UAI 2018!

  • 27/05/2018:

    Jack the Reader – A Machine Reading Framework accepted at ACL, System Demonstrations track!

  • 21/05/2018:

    Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers accepted at ACL!

  • 11/05/2018:

    Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness accepted at HLT-NAACL!

  • 07/01/2018:

    Convolutional 2D Knowledge Graph Embeddings accepted at AAAI!

  • 02/10/2017:

    The 6th Workshop on Automated Knowledge Base Construction (AKBC 2017) returns to NIPS: submit your papers by October 21st!

  • 04/09/2017:

    End-to-end Differentiable Proving accepted at NIPS!

  • 26/07/2017:

    Adversarial Sets for Regularising Neural Link Predictors accepted at UAI!

  • 23/07/2017:

    Programming with a Differentiable Forth Interpreter accepted at ICML!

  • 13/06/2017:

    A Supervised Approach to Extractive Summarisation of Scientific Papers, a paper based on Ed Collins’ MEng thesis, accepted at CoNLL!

  • 24/04/2017:

    Frustratingly Short Attention Spans in Neural Language Modeling, a paper based on Michal Daniluk's MSc Machine Learning project, accepted to ICLR! Michal also received the MSc Machine Learning Programme Director’s Award (2015-2016) for Outstanding Project Report (Second Place)

  • 11/04/2017:

    SemEval 2017 Science task description paper preprint now available online.

  • 10/04/2017:

    Tim Rocktäschel is awarded a Google Ph.D. Fellowship in Natural Language Processing

  • 07/04/2017:

    Multi-Task Learning of Keyphrase Boundary Classification accepted at ACL!

  • 03/04/2017:

    2 papers by our group accepted at EACL!

  • 03/04/2017:

    Neural Architectures for Fine-grained Entity Type Classification wins outstanding paper award at EACL!

  • 24/02/2017:

    We co-organised a Poetry AI workshop at UCL, at which humans acted as a neural network to generate poetry. Slides of the event are available here.

  • 21/02/2017:

    Wired article discussing our project on machine reading of scientific publications and how it could aid peer review

  • 09/02/2017:

    SemEval 2017 Science results are announced. Congratulations to the winning teams, s2_end2end, MayoNLP and MIT!

  • 28/01/2017:

    We are co-organising the first workshop for women and underrepresented minorities in NLP (WiNLP) at ACL 2017. Consider participating!

  • 12/01/2017:

    We are co-organizing the SemEval 2017 Task 10: Extracting Keyphrases and Relations from Scientific Publications (ScienceIE). Consider participating!

  • 01/11/2016:

    emoji2vec: Learning Emoji Representations from their Description, a paper based on Ben Eisner's UCLMR internship, won the best paper award at SocialNLP 2016!

  • 12/08/2016:

    Defining Words with Words: Beyond the Distributional Hypothesis was awarded the best proposal award at RepEval!

  • 09/07/2016:

    We are co-organizing a workshop on Neural Abstract Machines & Program Induction (NAMPI) at NIPS 2016. Consider submitting a paper!