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arXiv

VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment Permalink

Amirhossein Kazemnejad, Milad Aghajohari, Eva Portelance, Alessandro Sordoni, Siva Reddy, Aaron C. Courville, Nicolas Le Roux

Reframing linguistic bootstrapping as joint inference using visually-grounded grammar induction models Permalink

Eva Portelance, Siva Reddy, T. O’Donnell

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models Permalink

David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, Zhuang Yun Jian, Jesujoba Oluwadara Alabi, Xuanli He, Millicent Ochieng, Sara Hooker, Andiswa Bukula...

Interpretability Needs a New Paradigm Permalink

Andreas Madsen, Himabindu Lakkaraju, Siva Reddy, Sarath Chandar

Universal Adversarial Triggers Are Not Universal Permalink

Nicholas Meade, Arkil Patel, Siva Reddy

ANGOFA: Leveraging OFA Embedding Initialization and Synthetic Data for Angolan Language Model Permalink

Osvaldo Luamba Quinjica, David Ifeoluwa Adelani

How good are Large Language Models on African Languages? Permalink

Jessica Ojo, Kelechi Ogueji, Pontus Stenetorp, David Ifeoluwa Adelani

Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering Permalink

Vaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu, Nicholas Meade, Siva Reddy

Investigating Failures to Generalize for Coreference Resolution Models Permalink

Ian Porada, Alexandra Olteanu, Kaheer Suleman, A. Trischler, J. Cheung

AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages Permalink

Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal, Ricardo Rei, Eleftheria Briakou, Marine Carpuat, Marek Masiak, Xuanli He, Sofia Bourhim, Andiswa Bukula, M...

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model Permalink

Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ili’c, Daniel Hesslow, Roman Castagn’e, A. Luccioni, François Yvon, Matthias Gallé, J. To...

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models Permalink

Big Bench

Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages Permalink

D. Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, D. Klakow

MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification Permalink

Yu Lu Liu, Rachel Bawden, Thomas Scaliom, Benoît Sagot, J. Cheung

yosm: A new yoruba sentiment corpus for movie reviews Permalink

Iyanuoluwa Shode, David Ifeoluwa Adelani, Anna Feldman

Does entity abstraction help generative Transformers reason? Permalink

Nicolas Gontier, Siva Reddy, C. Pal

Evaluating Distributional Distortion in Neural Language Modeling Permalink

Benjamin LeBrun, Alessandro Sordoni, T. O’Donnell

Combining Modular Skills in Multitask Learning Permalink

E. Ponti, Alessandro Sordoni, Siva Reddy

Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages Permalink

Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Marius Mosbach, D. Klakow

AI4D - African Language Program Permalink

Kathleen Siminyu, Godson Kalipe, D. Orlic, Jade Z. Abbott, Vukosi Marivate, Sackey Freshia, Prateek Sibal, B. Neupane, David Ifeoluwa Adelani, Amelia Taylor,...

Inspecting the Factuality of Hallucinated Entities in Abstractive Summarization Permalink

Mengyao Cao, Yue Dong, J. Cheung

On-the-Fly Attention Modularization for Neural Generation Permalink

Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D. Hwang, Antoine Bosselut, J. Cheung, Yejin Choi

The Topic Confusion Task: A Novel Scenario for Authorship Attribution Permalink

Malik H. Altakrori, J. Cheung, B. Fung

Modelling Latent Translations for Cross-Lingual Transfer Permalink

E. Ponti, Julia Kreutzer, Ivan Vulic, Siva Reddy

Characterizing Idioms: Conventionality and Contingency Permalink

Michaela Socolof, J. C. Cheung, Michael Wagner, T. O’Donnell

Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention Permalink

Leon Bergen, Dzmitry Bahdanau, T. O’Donnell

Robust Differentially Private Training of Deep Neural Networks Permalink

A. Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, D. Klakow

HipoRank: Incorporating Hierarchical and Positional Information into Graph-based Unsupervised Long Document Extractive Summarization Permalink

Yue Dong, Andrei Mircea, J. Cheung

Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training Permalink

Ernie Chang, David Ifeoluwa Adelani, Xiaoyu Shen, Vera Demberg

Improving Yorùbá Diacritic Restoration Permalink

Iroro Orife, David Ifeoluwa Adelani, Timi E. Fasubaa, Victor Williamson, W. Oyewusi, Olamilekan Wahab, Kólá Túbosún

Optimizing Deeper Transformers on Small Datasets: An Application on Text-to-SQL Semantic Parsing Permalink

Peng Xu, Wei Yang, Wenjie Zi, Keyi Tang, Chengyang Huang, J. Cheung, Yanshuai Cao

Deconstructing and reconstructing word embedding algorithms Permalink

Edward Newell, Kian Kenyon-Dean, J. Cheung

Preventing Posterior Collapse in Sequence VAEs with Pooling Permalink

Teng Long, Yanshuai Cao, J. Cheung

Unsupervised Controllable Text Generation with Global Variation Discovery and Disentanglement Permalink

Peng Xu, Yanshuai Cao, J. Cheung

What comes next? Extractive summarization by next-sentence prediction Permalink

Jingyun Liu, J. Cheung, Annie Louis

Clustering-Oriented Representation Learning with Attractive-Repulsive Loss Permalink

Kian Kenyon-Dean, Andre Cianflone, Lucas Page-Caccia, Guillaume Rabusseau, J. Cheung, Doina Precup

Multi-task Learning over Graph Structures Permalink

Pengfei Liu, Jie Fu, Yue Dong, Xipeng Qiu, J. Cheung

On the Evaluation of Common-Sense Reasoning in Natural Language Understanding Permalink

P. Trichelair, Ali Emami, J. Cheung, A. Trischler, Kaheer Suleman, Fernando Diaz

The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution Permalink

Ali Emami, P. Trichelair, A. Trischler, Kaheer Suleman, Hannes Schulz, J. Cheung

Commonsense mining as knowledge base completion? A study on the impact of novelty Permalink

Stanislaw Jastrzebski, Dzmitry Bahdanau, Seyedarian Hosseini, Michael Noukhovitch, Yoshua Bengio, J. Cheung

Building a Neural Semantic Parser from a Domain Ontology Permalink

Jianpeng Cheng, Siva Reddy, Mirella Lapata

Syntax-aware Neural Machine Translation Using CCG Permalink

Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch

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EMNLP

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP Permalink

Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva

Benchmarking Vision Language Models for Cultural Understanding Permalink

Shravan Nayak, Kanishk Jain, Rabiul Awal, Siva Reddy, Sjoerd van Steenkiste, Lisa Anne Hendricks, Karolina Sta’nczak, Aishwarya Agrawal

Qualitative Code Suggestion: A Human-Centric Approach To Qualitative Coding Permalink

Cesare Spinoso-Di Piano, Samira Abbasgholizadeh Rahimi, Jackie Chi Kit Cheung

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations Permalink

Arkil Patel, Satwik Bhattamishra, Siva Reddy, Dzmitry Bahdanau

In-Context Learning for Text Classification with Many Labels Permalink

Aristides Milios, Siva Reddy, Dzmitry Bahdanau

Syntactic Substitutability as Unsupervised Dependency Syntax Permalink

Jasper Jian, Siva Reddy

Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model Permalink

Parishad BehnamGhader, Santiago Miret, Siva Reddy

Learning with Rejection for Abstractive Text Summarization Permalink

Mengyao Cao, Yue Dong, Jingyi He, J. Cheung

Using In-Context Learning to Improve Dialogue Safety Permalink

Nicholas Meade, Spandana Gella, Devamanyu Hazarika, Prakhar Gupta, Di Jin, Siva Reddy, Yang Liu, Dilek Z. Hakkani-Tür

The Curious Case of Absolute Position Embeddings Permalink

Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy, Joelle Pineau, Dieuwke Hupkes, Adina Williams

Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining Permalink

Andreas Madsen, Nicholas Meade, Vaibhav Adlakha, Siva Reddy

A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques Permalink

Malik H. Altakrori, Thomas Scialom, B. Fung, J. Cheung

Visually Grounded Reasoning across Languages and Cultures Permalink

Fangyu Liu, Emanuele Bugliarello, E. Ponti, Siva Reddy, N. Collier, Desmond Elliott

Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Permalink

Devang Kulshreshtha, Robert Belfer, Iulian Serban, Siva Reddy

Linguistic Dependencies and Statistical Dependence Permalink

Jacob Louis Hoover, Alessandro Sordoni, Wenyu Du, T. O’Donnell

The Topic Confusion Task: A Novel Scenario for Authorship Attribution Permalink

Malik H. Altakrori, Jackie Cheung, Benjamin Fung

The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution Permalink

Malik H. Altakrori, J. C. Cheung, B. Fung

Textual Time Travel: A Temporally Informed Approach to Theory of Mind Permalink

Akshatha Arodi, J. Cheung

Post-Editing Extractive Summaries by Definiteness Prediction Permalink

Jad Kabbara, J. Cheung

Mind the Context: The Impact of Contextualization in Neural Module Networks for Grounding Visual Referring Expressions Permalink

Arjun Reddy Akula, Spandana Gella, Keze Wang, Song-Chun Zhu, Siva Reddy

MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining Permalink

Zhi Wen, Xing Han Lu, Siva Reddy

Deconstructing Word Embedding Algorithms Permalink

Kian Kenyon-Dean, Edward Newell, J. Cheung

TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization Permalink

Clément Jumel, Annie Louis, J. Cheung

Factual Error Correction for Abstractive Summarization Models Permalink

Mengyao Cao, Yue Dong, Jiapeng Wu, J. Cheung

TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion Permalink

Jiapeng Wu, Mengyao Cao, J. Cheung, William L. Hamilton

Multi-Fact Correction in Abstractive Text Summarization Permalink

Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, J. Cheung, Jingjing Liu

Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback Permalink

Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy

Recursive Top-Down Production for Sentence Generation with Latent Trees Permalink

Shawn Tan, Yikang Shen, T. O’Donnell, Alessandro Sordoni, Aaron C. Courville

Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text Permalink

Ian Porada, Kaheer Suleman, J. Cheung

Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses Permalink

Matt Grenander, Yue Dong, J. Cheung, Annie Louis

Referring Expression Generation Using Entity Profiles Permalink

Mengyao Cao, J. Cheung

How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG Permalink

P. Trichelair, Ali Emami, A. Trischler, Kaheer Suleman, J. Cheung

A Knowledge Hunting Framework for Common Sense Reasoning Permalink

Ali Emami, Noelia De La Cruz, A. Trischler, Kaheer Suleman, J. Cheung

BanditSum: Extractive Summarization as a Contextual Bandit Permalink

Yue Dong, Yikang Shen, Eric Crawford, H. V. Hoof, J. Cheung

A Hierarchical Neural Attention-based Text Classifier Permalink

Koustuv Sinha, Yue Dong, J. Cheung, D. Ruths

World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions Permalink

Teng Long, Emmanuel Bengio, Ryan Lowe, J. Cheung, Doina Precup

Learning to Paraphrase for Question Answering Permalink

Li Dong, Jonathan Mallinson, Siva Reddy, Mirella Lapata

Universal Semantic Parsing Permalink

Siva Reddy, Oscar Täckström, Slav Petrov, Mark Steedman, Mirella Lapata

Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering Permalink

Jesse Mu, Joshua K. Hartshorne, T. O’Donnell

Evaluating Induced CCG Parsers on Grounded Semantic Parsing Permalink

Yonatan Bisk, Siva Reddy, John Blitzer, J. Hockenmaier, Mark Steedman

A model of rapid phonotactic generalization Permalink

Tal Linzen, T. O’Donnell

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ACL

Are self-explanations from Large Language Models faithful? Permalink

Andreas Madsen, Sarath Chandar, Siva Reddy

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages Permalink

Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba Oluwadara Alabi, Thapelo Sindane, Happy Buzaaba, Shamsuddeen Hassan Muhammad, Chris C....

NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification Permalink

Iyanuoluwa Shode, David Ifeoluwa Adelani, J. Peng, Anna Feldman

Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Permalink

Rahul Aralikatte, Ziling Cheng, Sumanth Doddapaneni, J. Cheung

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting Permalink

Zheng-Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M Saiful Bari, Lintang Sutawika, Jungo Kasa...

The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources Permalink

Akshatha Arodi, Martin Pömsl, Kaheer Suleman, A. Trischler, Alexandra Olteanu, J. Cheung

An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Permalink

Nicholas Meade, Elinor Poole-Dayan, Siva Reddy

Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment Permalink

Zichao Li, Prakhar Sharma, Xing Han Lu, Jackie C. K. Cheung, Siva Reddy

Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation Permalink

Kushal Arora, Layla El Asri, Hareesh Bahuleyan, J. Cheung

Image Retrieval from Contextual Descriptions Permalink

Benno Krojer, Vaibhav Adlakha, Vibhav Vineet, Yash Goyal, E. Ponti, Siva Reddy

Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Permalink

Mengyao Cao, Yue Dong, J. Cheung

Characterizing Idioms: Conventionality and Contingency Permalink

Michaela Socolof, J. Cheung, Michael Wagner, T. O’Donnell

On-the-Fly Attention Modulation for Neural Generation Permalink

Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D. Hwang, A. Bosselut, J. Cheung, Yejin Choi

The Power of Prompt Tuning for Low-Resource Semantic Parsing Permalink

Nathan Schucher, Siva Reddy, Harm de Vries

Compositional Generalization in Dependency Parsing Permalink

Emily Goodwin, Siva Reddy, T. O’Donnell, Dzmitry Bahdanau

Minimax and Neyman–Pearson Meta-Learning for Outlier Languages Permalink

E. Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard

ADEPT: An Adjective-Dependent Plausibility Task Permalink

Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, A. Trischler, J. Cheung

Optimizing Deeper Transformers on Small Datasets Permalink

Peng Xu, Dhruv Kumar, Wei Yang, Wenjie Zi, Keyi Tang, Chenyang Huang, J. Cheung, S. Prince, Yanshuai Cao

StereoSet: Measuring stereotypical bias in pretrained language models Permalink

Moin Nadeem, Anna Bethke, Siva Reddy

Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach Permalink

Wenyu Du, Zhouhan Lin, Yikang Shen, T. O’Donnell, Yoshua Bengio, Yue Zhang

Probing Linguistic Systematicity Permalink

Emily Goodwin, Koustuv Sinha, T. O’Donnell

Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions Permalink

Arjun Reddy Akula, Spandana Gella, Y. Al-Onaizan, Song-Chun Zhu, Siva Reddy

EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing Permalink

Yue Dong, Zichao Li, Mehdi Rezagholizadeh, J. Cheung

A Cross-Domain Transferable Neural Coherence Model Permalink

Peng Xu, H. Saghir, Jin Sung Kang, Teng Long, A. Bose, Yanshuai Cao, J. Cheung

The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution Permalink

Ali Emami, P. Trichelair, A. Trischler, Kaheer Suleman, Hannes Schulz, J. Cheung

Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers Permalink

Andre Cianflone, Yulan Feng, Jad Kabbara, J. Cheung

Learning Structured Natural Language Representations for Semantic Parsing Permalink

Jianpeng Cheng, Siva Reddy, V. Saraswat, Mirella Lapata

Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks Permalink

R. Das, M. Zaheer, Siva Reddy, A. McCallum

Question Answering on Freebase via Relation Extraction and Textual Evidence Permalink

Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao

Evaluating Models of Computation and Storage in Human Sentence Processing Permalink

Thang Luong, T. O’Donnell, Noah D. Goodman

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NLP RG

Towards Principled Model Evaluation Under Imperfect “Ground Truth” Labels

Luke Guerdan

Distilling an End-to-End Voice Assistant Without Instruction Training Data

William Held

Towards a Generalist Web Agent

Boyuan Zheng

Applications and Enhancements of LLM Agents Across Diverse Environments

Bang Liu

Reframing linguistic bootstrapping as joint inference using visually-grounded grammar induction models

Eva Portelance

Efficient Model Development in the Era of Large Language Models

Tu Vu

Intern Presentations

Steven Koniaev, Nathan Zeweniuk

Intern Presentations

Fabian David Schmidt, Ada Tur

Intriguing properties of generative classifiers: generative models align with human visual perception for object recognition

Priyank Jaini

Implicit Discourse Relation Recognition

Nelson Filipe Costa

Balancing between Efficiencies, Modularity, and Performance of (L)LMs

Prof. Ivan Vulić

Cross-Modality Safety Alignment in Multi-Modal LLMs

Erfan Shayegani

Stacking your transformers: A closer look at model growth for efficient LLM pre-training

Wenyu Du

Self-Alignment of Large Language Models

Jason Weston

Are LLMs Reasoning, Repeating or Just Biased? A Case Study with English Pronouns

Vagrant Gautam

Squirrel or Skunk? NLP Models Face the Long Tail of Language

Prof. Nathan Schneider

Representation-level information aggregation in LLMs

Yu Bai

The Role of Analysis Work in NLP

Marius Mosbach

Inductive Biases and Concept-based Explainability

Matthias Lindermann and Fanny Jourdan

LLMs as Text Encoders

Vaibhav Adlakha

Digital Agents and VLMs

Tianbao Xie and Danyang Zhang

High-Quality Human Evaluation of Generated Texts

Ehud Reiter

From Summarization Evaluation to Digital Agents

Ori Ernst and Xing Han Lù

Summer 2024

For the Summer 2024 semester, the reading group will meet every other Monday starting April 22nd at 11AM (with some exceptions to be expected). Meetings will...

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference

Piotr Nawrot

Multi-Teacher Distillation: An Ensemble-Then-Distill Approach

Prof. Lili Mou

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NAACL

Evaluating In-Context Learning of Libraries for Code Generation Permalink

Arkil Patel, Siva Reddy, Dzmitry Bahdanau, Pradeep Dasigi

AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages Permalink

Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal, Marek Masiak, Ricardo Rei, Eleftheria Briakou, Marine Carpuat, Xuanli He, Sofia Bourhim, Andiswa Bukula, M...

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation Permalink

David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, D. Klakow, Peter Nabende, Ernie Chang, T...

MCSE: Multimodal Contrastive Learning of Sentence Embeddings Permalink

Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, D. Klakow

On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? Permalink

Nouha Dziri, Sivan Milton, Mo Yu, Osmar R Zaiane, Siva Reddy

Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge Permalink

Ian Porada, Alessandro Sordoni, J. Cheung

Modeling Event Plausibility with Consistent Conceptual Abstraction Permalink

Ian Porada, Kaheer Suleman, A. Trischler, J. Cheung

Understanding by Understanding Not: Modeling Negation in Language Models Permalink

Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R. Devon Hjelm, Alessandro Sordoni, Aaron Courville

Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle Permalink

Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron Courville

Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples Permalink

Krtin Kumar, J. Cheung

A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge Permalink

Ali Emami, A. Trischler, Kaheer Suleman, J. Cheung

Universal Dependencies to Logical Form with Negation Scope Permalink

Federico Fancellu, Siva Reddy, Adam Lopez, B. Webber

Assessing Relative Sentence Complexity using an Incremental CCG Parser Permalink

Bharat Ram Ambati, Siva Reddy, Mark Steedman

Proceedings of the 6th Workshop on Cognitive Modeling and Computational Linguistics, CMCL@NAACL-HLT 2015, Denver, CO, USA, June 4, 2015 Permalink

T. O’Donnell, Marten van Schijndel

DSS: Text Similarity Using Lexical Alignments of Form, Distributional Semantics and Grammatical Relations Permalink

Diana McCarthy, Spandana Gella, Siva Reddy

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The BrowserGym Ecosystem for Web Agent Research Permalink

Thibault Le Sellier De Chezelles, Maxime Gasse, Alexandre Lacoste, Alexandre Drouin, Massimo Caccia, L’eo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sah...

Uhura: A Benchmark for Evaluating Scientific Question Answering and Truthfulness in Low-Resource African Languages Permalink

Edward Bayes, Israel Abebe Azime, Jesujoba Oluwadara Alabi, Jonas Kgomo, Tyna Eloundou, Elizabeth Proehl, Kai Chen, Imaan Khadir, Naome A. Etori, Shamsuddeen...

Confabulation: The Surprising Value of Large Language Model Hallucinations Permalink

Peiqi Sui, Eamon Duede, Sophie Wu, Richard Jean So

Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs Permalink

David Ifeoluwa Adelani, A. S. Dougruoz, Iyanuoluwa Shode, Anuoluwapo Aremu

NaijaRC: A Multi-choice Reading Comprehension Dataset for Nigerian Languages Permalink

Anuoluwapo Aremu, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani

A FRI S ENTI : A B ENCHMARK T WITTER S ENTIMENT A NALYSIS D ATASET FOR A FRICAN L ANGUAGES Permalink

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, A. Ayele, N. Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, Meriem Beloucif, Saif M. Mohammad, Sebastian...

D IALOGUE P IDGIN T EXT A DAPTATION VIA C ON - TRASTIVE F INE -T UNING Permalink

Ernie Chang, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Vera Demberg

MENYO-20k: A Multi-domain English - Yorùbá Corpus for Machine Translation Permalink

David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Damilola Adebonojo, Adesina Ayeni, Mofetoluwa Adeyemi, Ayodele Awokoya

On the effect of normalization layers on Differentially Private training of deep Neural networks Permalink

A. Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, D. Klakow

Improving Yor`ub'a Diacritic Restoration Permalink

Iroro Orife, David Ifeoluwa Adelani, Timi E. Fasubaa, Victor Williamson, W. Oyewusi, Olamilekan Wahab, Kólá Túbosún

A Devs-Based Ann Training and Prediction Platform Permalink

David Ifeoluwa Adelani

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TACL

Scope Ambiguities in Large Language Models Permalink

Gaurav Kamath, Sebastian Schuster, Sowmya Vajjala, Siva Reddy

FaithDial: A Faithful Benchmark for Information-Seeking Dialogue Permalink

Nouha Dziri, Ehsan Kamalloo, Sivan Milton, O. Zaiane, Mo Yu, E. Ponti, Siva Reddy

MasakhaNER: Named Entity Recognition for African Languages Permalink

David Ifeoluwa Adelani, Jade Z. Abbott, Graham Neubig, Daniel D’souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwa...

TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Permalink

Vaibhav Adlakha, S. Dhuliawala, Kaheer Suleman, Harm de Vries, Siva Reddy

Learning Lexical Subspaces in a Distributional Vector Space Permalink

Kushal Arora, Aishik Chakraborty, J. Cheung

CoQA: A Conversational Question Answering Challenge Permalink

Siva Reddy, Danqi Chen, Christopher D. Manning

Learning Typed Entailment Graphs with Global Soft Constraints Permalink

Mohammad Javad Hosseini, Nathanael Chambers, Siva Reddy, Xavier R. Holt, Shay B. Cohen, Mark Johnson, Mark Steedman

Transforming Dependency Structures to Logical Forms for Semantic Parsing Permalink

Siva Reddy, Oscar Täckström, Michael Collins, T. Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata

Large-scale Semantic Parsing without Question-Answer Pairs Permalink

Siva Reddy, Mirella Lapata, Mark Steedman

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Conference on Empirical Methods in Natural Language Processing

Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models Permalink

Kenza Benkirane, Laura Gongas, Shahar Pelles, Naomi Fuchs, Joshua Darmon, Pontus Stenetorp, David Ifeoluwa Adelani, Eduardo Sánchez, Meta

Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects Permalink

Orevaoghene Ahia, Anuoluwapo Aremu, Diana Abagyan, Hila Gonen, David Ifeoluwa Adelani, D. Abolade, Noah A. Smith, Yulia Tsvetkov

XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Permalink

Sebastian Ruder, J. Clark, Alexander Gutkin, Mihir Kale, Min Ma, M. Nicosia, Shruti Rijhwani, Parker Riley, J. M. Sarr, Xinyi Wang, J. Wieting, Nitish Gupta,...

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages Permalink

Odunayo Ogundepo, T. Gwadabe, Clara Rivera, J. Clark, Sebastian Ruder, David Ifeoluwa Adelani, Bonaventure F. P. Dossou, Abdoulahat Diop, Claytone Sikasote, ...

AfriSenti: A Twitter Sentiment Analysis Benchmark for African Languages Permalink

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, A. Ayele, N. Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, I. Ahmad, Meriem Beloucif, Saif M. Mohammad,...

Better Quality Pre-training Data and T5 Models for African Languages Permalink

Akintunde Oladipo, Mofetoluwa Adeyemi, Orevaoghene Ahia, A. Owodunni, Odunayo Ogundepo, David Ifeoluwa Adelani, Jimmy Lin

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition Permalink

David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba Oluwadara Alabi,...

Preventing Author Profiling through Zero-Shot Multilingual Back-Translation Permalink

David Ifeoluwa Adelani, Miaoran Zhang, Xiaoyu Shen, A. Davody, Thomas Kleinbauer, D. Klakow

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages Permalink

Michael A. Hedderich, David Ifeoluwa Adelani, D. Zhu, Jesujoba Oluwadara Alabi, Udia Markus, D. Klakow

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NeurIPS

Improving Language Plasticity via Pretraining with Active Forgetting Permalink

Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetx

The Impact of Positional Encoding on Length Generalization in Transformers Permalink

Amirhossein Kazemnejad, Inkit Padhi, K. Ramamurthy, Payel Das, Siva Reddy

Are Diffusion Models Vision-And-Language Reasoners? Permalink

Benno Krojer, Elinor Poole-Dayan, Vikram S. Voleti, C. Pal, Siva Reddy

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset Permalink

Hugo Laurenccon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, E. G. Ponferrad...

Systematic Generalization with Edge Transformers Permalink

Leon Bergen, T. O’Donnell, Dzmitry Bahdanau

End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Permalink

Devendra Singh Sachan, Siva Reddy, William Hamilton, Chris Dyer, Dani Yogatama

Measuring Systematic Generalization in Neural Proof Generation with Transformers Permalink

Nicolas Gontier, Koustuv Sinha, Siva Reddy, C. Pal

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COLING

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning Permalink

Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Marius Mosbach, D. Klakow

Investigating the Performance of Transformer-Based NLI Models on Presuppositional Inferences Permalink

Jad Kabbara, J. Cheung

Source-summary Entity Aggregation in Abstractive Summarization Permalink

J. González, Annie Louis, J. Cheung

Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning Permalink

Ernie Chang, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Vera Demberg

An Analysis of Dataset Overlap on Winograd-Style Tasks Permalink

Ali Emami, A. Trischler, Kaheer Suleman, J. Cheung

Learning Efficient Task-Specific Meta-Embeddings with Word Prisms Permalink

Jingyi He, Kc Tsiolis, Kian Kenyon-Dean, J. Cheung

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CogSci

Storage and Computation of Multimorphemic Words in Turkish Permalink

Rabia Ergin, Emily Morgan, T. O’Donnell

Evaluating systematicity in neural networks with natural language inference Permalink

Emily Goodwin, Koustuv Sinha, T. O’Donnell

Unsupervised learning of VerbNet argument structure Permalink

Jesse Mu, T. O’Donnell, Joshua K. Hartshorne

Productivity and Reuse in Language Permalink

T. O’Donnell, J. Snedeker, J. Tenenbaum, Noah D. Goodman

Productivity and Reuse in Language: a Developmental Study Permalink

T. O’Donnell, J. Snedeker, J. Tenenbaum, Noah D. Goodman

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EACL

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects Permalink

David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba Oluwadara Alabi, Yanke Mao, Haonan Gao, Annie En-Shiun Lee

The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents Permalink

Xing Han Lu, Siva Reddy, Harm de Vries

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP Permalink

Anya Belz, Craig Thomson, E. Reiter, Gavin Abercrombie, J. Alonso-Moral, Mohammad Arvan, J. Cheung, Mark Cieliebak, Elizabeth Clark, K. V. Deemter, Tanvi Din...

Combining Parameter-efficient Modules for Task-level Generalisation Permalink

E. Ponti, Alessandro Sordoni, Y. Bengio, Siva Reddy

Discourse-Aware Unsupervised Summarization for Long Scientific Documents Permalink

Yue Dong, Andrei Mircea, J. Cheung

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ACM

Post-hoc Interpretability for Neural NLP: A Survey Permalink

Andreas Madsen, Siva Reddy, Sarath Chandar

TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion Permalink

Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, M. Coates, J. Cheung

Arabic Authorship Attribution Permalink

Malik H. Altakrori, F. Iqbal, B. Fung, Steven H. H. Ding, A. Tubaishat

Nifty Assignments Permalink

Nick Parlante, Julie Zelenski, Dave Feinberg, Kunal Mishra, Josh Hug, Kevin Wayne, Michael Guerzhoy, J. Cheung, François Pitt

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AAAI

Deep Discourse Analysis for Generating Personalized Feedback in Intelligent Tutor Systems Permalink

Matt Grenander, Robert Belfer, E. Kochmar, Iulian Serban, Franccois St-Hilaire, J. Cheung

Generating Character Descriptions for Automatic Summarization of Fiction Permalink

Weiwei Zhang, J. Cheung, J. Oren

Learning Multi-Task Communication with Message Passing for Sequence Learning Permalink

Pengfei Liu, Jie Fu, Yue Dong, Xipeng Qiu, J. Cheung

Contextualized Non-local Neural Networks for Sequence Learning Permalink

Pengfei Liu, Shuaichen Chang, Xuanjing Huang, Jian Tang, J. Cheung

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ICML

Faithfulness Measurable Masked Language Models Permalink

Andreas Madsen, Sarath Chandar, Siva Reddy

WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Permalink

Xing Han Lù, Zdeněk Kasner, Siva Reddy

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Permalink

Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, E. Ponti, Ivan Vulic

On Variational Learning of Controllable Representations for Text without Supervision Permalink

Peng Xu, J. Cheung, Yanshuai Cao

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International Conference on Language Resources and Evaluation

Mitigating Translationese in Low-resource Languages: The Storyboard Approach Permalink

Garry Kuwanto, E. Urua, Priscilla Amuok, Shamsuddeen Hassan Muhammad, Anuoluwapo Aremu, V. Otiende, Loice Emma Nanyanga, T. Nyoike, A. D. Akpan, Nsima Ab Udo...

ÌròyìnSpeech: A Multi-purpose Yorùbá Speech Corpus Permalink

Tolúlopé Ògúnrèmí, Kólá Túbosún, Aremu Anuoluwapo, Iroro Orife, David Ifeoluwa Adelani

NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis Permalink

Shamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, I. Ahmad, Idris Abdulmumin, Bello Shehu Bello, M. Choudhury, Chris C. Emezue, Anuoluwapo Aremu, Saheed A...

Massive vs. Curated Embeddings for Low-Resourced Languages: the Case of Yorùbá and Twi Permalink

Jesujoba Oluwadara Alabi, Kwabena Amponsah-Kaakyire, David Ifeoluwa Adelani, C. España-Bonet

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AfricaNLP

MphayaNER: Named Entity Recognition for Tshivenda Permalink

R. Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, A. Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi M...

ε kú : Integrating YorùBá Cultural greetings into Machine Translation Permalink

Idris Akinade, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Clement Odoje, D. Klakow

MENYO-20k: A Multi-domain English-Yorùbá Corpus for Machine Translation and Domain Adaptation Permalink

David Ifeoluwa Adelani, Dana Ruiter, Jesujoba Oluwadara Alabi, Damilola Adebonojo, Adesina Ayeni, Mofetoluwa Adeyemi, Ayodele Awokoya, C. España-Bonet

Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá Permalink

David Ifeoluwa Adelani, Michael A. Hedderich, D. Zhu, Esther van den Berg, D. Klakow

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LREC

Constructing a Lexicon of Relational Nouns Permalink

Edward Newell, J. Cheung

Word Sketches for Turkish Permalink

Bharat Ram Ambati, Siva Reddy, A. Kilgarriff

A Corpus Factory for Many Languages Permalink

A. Kilgarriff, Siva Reddy, Jan Pomikálek, Avinesh P.V.S

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IJCNLP

MasakhaNEWS: News Topic Classification for African languages Permalink

David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, Jesujoba Oluwadara Alabi, A. Tonja, Christine Mwase, Odunayo Ogundepo, Bonaventure F. P. Dossou, Ak...

Dynamic and Static Prototype Vectors for Semantic Composition Permalink

Siva Reddy, I. Klapaftis, Diana McCarthy, S. Manandhar

An Empirical Study on Compositionality in Compound Nouns Permalink

Siva Reddy, Diana McCarthy, S. Manandhar

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SemEval

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) Permalink

Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Seid Muhie Yimam, David Ifeoluwa Adelani, I. Ahmad, N. Ousidhoum, A. Ayele, Saif M. Mohammad, Meriem Beloucif

Coarse Lexical Frame Acquisition at the Syntax–Semantics Interface Using a Latent-Variable PCFG Model Permalink

Laura Kallmeyer, B. Zadeh, J. Cheung

Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization Permalink

Kian Kenyon-Dean, J. Cheung, Doina Precup

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Winter 2024

From Natural Language to Data Science

Course codes: COMP 345 & LING 345 (Winter 2024) Instructors: Siva Reddy[office hours: Tuesdays 3pm ENGMC 104N], Morgan Sonderegger Teaching Assist...

Formal and Neural Models of Pragmatics

Course codes: COMP 767 (Winter 2024) Instructors: Jackie Cheung Classroom: Burnside 719A Time: Tuesdays and Thursdays, 11:35 am - 12:55 pm Links: ...

Natural Language Understanding with Deep Learning / Computational Semantics

Course Code: COMP 545 & LING 484/782 (Winter 2024) Instructor: Siva Reddy (office hours: Tuesday 3pm, ENGMC 104N) Teaching Assistants: Aristides M...

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LLM

VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment Permalink

Amirhossein Kazemnejad, Milad Aghajohari, Eva Portelance, Alessandro Sordoni, Siva Reddy, Aaron Courville, Nicolas Le Roux

Are self-explanations from Large Language Models faithful? Permalink

Andreas Madsen, Sarath Chandar, Siva Reddy

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Permalink

Parishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, Dzmitry Bahdanau, Nicolas Chapados, Siva Reddy

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CoNLL

Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data Permalink

Joakim Nivre, Zeljko Agic, Lars Ahrenberg, Lene Antonsen, M. J. Aranzabe, Masayuki Asahara, Luma Ateyah, Mohammed Attia, Aitziber Atutxa, E. Badmaeva, Miguel...

CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies Permalink

Daniel Zeman, M. Popel, Milan Straka, Jan Hajic, Joakim Nivre, Filip Ginter, Juhani Luotolahti, Sampo Pyysalo, Slav Petrov, Martin Potthast, Francis M. Tyers...

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Interspeech

BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus Permalink

Josh Meyer, David Ifeoluwa Adelani, Edresson Casanova, A. Oktem, Daniel Whitenack Julian Weber, Salomon Kabongo KABENAMUALU, Elizabeth Salesky, Iroro Orife, ...

Privacy Guarantees for De-identifying Text Transformations Permalink

David Ifeoluwa Adelani, A. Davody, Thomas Kleinbauer, D. Klakow

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Fall 2021

From Natural Language to Data Science

Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: Administered through Ed and myCourses

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AIED

How Useful are Educational Questions Generated by Large Language Models? Permalink

Sabina Elkins, E. Kochmar, J. Cheung, Iulian Serban

Question Personalization in an Intelligent Tutoring System Permalink

Sabina Elkins, Robert Belfer, E. Kochmar, Iulian Serban, J. Cheung

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Faithfulness

Faithfulness Measurable Masked Language Models Permalink

Andreas Madsen, Sarath Chandar, Siva Reddy

Are self-explanations from Large Language Models faithful? Permalink

Andreas Madsen, Sarath Chandar, Siva Reddy

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Interpretability

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP Permalink

Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne, Dietrich Klakow, Mor Geva

Faithfulness Measurable Masked Language Models Permalink

Andreas Madsen, Sarath Chandar, Siva Reddy

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2011 Eighth International Conference on Information Technology: New Generations

A Secure e-Voting Architecture Permalink

A. Sodiya, S. Onashoga, David Ifeoluwa Adelani

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Language, cognition and neuroscience

The causes and consequences explicit in verbs Permalink

Joshua K. Hartshorne, T. O’Donnell, J. Tenenbaum

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Fall 2015

Introduction to Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: here

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INLG

Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing Permalink

Shashi Narayan, Siva Reddy, Shay B. Cohen

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Advances in Complex Systems

Enhancing the reusability and interoperability of artificial neural networks with DEVS modeling and simulation Permalink

David Ifeoluwa Adelani, M. Traoré

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Fall 2016

Introduction to Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: here

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WMT

Predicting Target Language CCG Supertags Improves Neural Machine Translation Permalink

Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch

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Journal of Computational Linguistics

Learning an Executable Neural Semantic Parser Permalink

Jianpeng Cheng, Siva Reddy, V. Saraswat, Mirella Lapata

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Digital Humanities Conference

Computer-Assisted Conceptual Analysis of Textual Data as Applied to Philosophical Corpuses Permalink

J. Meunier, L. Chartrand, J. Cheung, Mathieu Valette, M. Bayle

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MLDM

Detecting Large Concept Extensions for Conceptual Analysis Permalink

L. Chartrand, J. Cheung, M. Bouguessa

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SIGDIAL

Predicting Success in Goal-Driven Human-Human Dialogues Permalink

Michael Noseworthy, J. Cheung, Joelle Pineau

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Fall 2017

Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: here

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Fall 2018

Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: here

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Top. Cogn. Sci.

Five Ways in Which Computational Modeling Can Help Advance Cognitive Science: Lessons From Artificial Grammar Learning Permalink

Willem H. Zuidema, R. French, Raquel G. Alhama, Kevin Ellis, T. O’Donnell, Tim Sainburg, T. Gentner

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Science

Universality and diversity in human song Permalink

Samuel A. Mehr, Manvir Singh, D. Knox, Daniel M. Ketter, Daniel Pickens-Jones, S. Atwood, Christopher Lucas, Nori Jacoby, Alena Egner, Erin J. Hopkins, Rhea ...

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The Web Conference

Demographic Inference and Representative Population Estimates from Multilingual Social Media Data Permalink

Zijian Wang, Scott A. Hale, David Ifeoluwa Adelani, Przemyslaw A. Grabowicz, Timo Hartmann, Fabian Flöck, David Jurgens

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International Conference on Advanced Information Networking and Applications

Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection Permalink

David Ifeoluwa Adelani, H. Mai, Fuming Fang, H. Nguyen, J. Yamagishi, I. Echizen

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Fall 2019

Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: here

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Linguistic Inquiry

Statistical Evidence for Learnable Lexical Subclasses in Japanese Permalink

T. Morita, T. O’Donnell

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SwissText

Investigating the Influence of Selected Linguistic Features on Authorship Attribution using German News Articles Permalink

Manuel Sage, Pietro Cruciata, Raed Abdo, J. Cheung, Y. Zhao

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EPJ Data Science

Estimating community feedback effect on topic choice in social media with predictive modeling Permalink

David Ifeoluwa Adelani, Ryota Kobayashi, Ingmar Weber, Przemyslaw A. Grabowicz

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Fall 2020

Natural Language Processing

Course codes: COMP 550 Instructors: Jackie Cheung Course website: here

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Workshop on Time-Delay Systems

Investigating the Impact of Pre-trained Word Embeddings on Memorization in Neural Networks Permalink

A. Thomas, David Ifeoluwa Adelani, A. Davody, Aditya Mogadala, D. Klakow

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STARSEM

On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERT Permalink

Abhilasha Ravichander, E. Hovy, Kaheer Suleman, A. Trischler, J. Cheung

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AKBC

Abg-CoQA: Clarifying Ambiguity in Conversational Question Answering Permalink

M. Guo, Mingda Zhang, Siva Reddy, Malihe Alikhani

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Machine Translation Summit

The Effect of Domain and Diacritics in Yoruba–English Neural Machine Translation Permalink

David Ifeoluwa Adelani, Dana Ruiter, Jesujoba Oluwadara Alabi, Damilola Adebonojo, Adesina Ayeni, Mofetoluwa Adeyemi, Ayodele Awokoya, C. España-Bonet

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Social Science Research Network

Building Together - Towards a Roadmap for African Language Technologies Permalink

Kathleen Siminyu, Jade Z. Abbott, Kólá Túbosún, Aremu Anuoluwapo, Blessing K. Sibanda, Kofi A. Yeboah, David Ifeoluwa Adelani, Masabata Mokgesi-Selinga, Fred...

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Conference on Machine Translation

Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages Permalink

David Ifeoluwa Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, M. Costa-jussà, Jesse Dodge, FAHIM FAISAL, C. Federmann, Natalia Fedorov...

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Transactions of Machine Learning Research (TMLR)

Does entity abstraction help generative Transformers reason? Permalink

Nicolas Gontier, Siva Reddy, C. Pal

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Winter 2022

Natural Language Understanding with Deep Learning / Computational Semantics

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ACL Findings

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? Permalink

E. Lee, Sarubi Thillainathan, Shravan Nayak, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani, Ruisi Su, Arya D. McCarthy

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First Workshop on Insights from Negative Results in NLP

Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification Permalink

D. Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, D. Klakow

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PAIS

Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems Permalink

Devang Kulshreshtha, Muhammad Shayan, Robert Belfer, Siva Reddy, Iulian Serban, E. Kochmar

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ECAI

Few-shot Question Generation for Personalized Feedback in Intelligent Tutoring Systems Permalink

Devang Kulshreshtha, Muhammad Shayan, Robert Belfer, Siva Reddy, Iulian Serban, E. Kochmar

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International Conference on Text

TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models Permalink

A. Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, D. Klakow

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Speech and Dialogue

TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models Permalink

A. Davody, David Ifeoluwa Adelani, Thomas Kleinbauer, D. Klakow

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Fall 2022

Natural Language Understanding with Deep Learning / Computational Semantics

Course Code: COMP 599 & LING 484/782 (Fall 2022) Instructor: Siva Reddy (office hours: Tuesday 12:00pm–12:45pm and 2:15pm–3:00pm, ENGMC 104N) Teac...

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MRL

Findings of the 1st Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2023 Permalink

Francesco Tinner, David Ifeoluwa Adelani, Chris Emezue, Mammad Hajili, Omer Goldman, Muhammad Farid Adilazuarda, Muhammad Dehan Al Kautsar, Aziza Mirsaidova,...

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ICLR

Systematic Rectification of Language Models via Dead-end Analysis Permalink

Mengyao Cao, Mehdi Fatemi, J. Cheung, S. Shabanian

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C3NLP

Varepsilon kú mask: Integrating Yorùbá cultural greetings into machine translation Permalink

Idris Akinade, Jesujoba Oluwadara Alabi, David Ifeoluwa Adelani, Clement Odoje, D. Klakow

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Image Generation

Are Diffusion Models Vision-And-Language Reasoners? Permalink

Benno Krojer, Elinor Poole-Dayan, Vikram S. Voleti, C. Pal, Siva Reddy

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compositionality

Are Diffusion Models Vision-And-Language Reasoners? Permalink

Benno Krojer, Elinor Poole-Dayan, Vikram S. Voleti, C. Pal, Siva Reddy

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vision-language

Are Diffusion Models Vision-And-Language Reasoners? Permalink

Benno Krojer, Elinor Poole-Dayan, Vikram S. Voleti, C. Pal, Siva Reddy

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Patterns

Consultative engagement of stakeholders toward a roadmap for African language technologies Permalink

Kathleen Siminyu, Jade Z. Abbott, Kólá Túbosún, Aremu Anuoluwapo, Blessing K. Sibanda, Kofi A. Yeboah, David Ifeoluwa Adelani, Masabata Mokgesi-Selinga, Fred...

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