← Authors

Adam Trischler

40 papers · 2016–2024 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) 🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (60) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (14) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (122) ⚑ Prolific Year (9) πŸ’Ž Century Club (40) πŸ”₯ Unstoppable (9)

Conferences

ACL (8) EMNLP (7) ICLR (7) NIPS (5) ICML (4) NAACL (4) IJCNLP (3) COLING (2)

Top co-authors

Kaheer Suleman (14) Xingdi Yuan (13) Jackie Chi Kit CHEUNG (12) Yoshua Bengio (10) Alessandro Sordoni (8) Ali Emami (8) Marc-Alexandre CΓ΄tΓ© (6) Alexandra Olteanu (6) Tong Wang (5) Chris Pal (5)

Keywords

question answering (6) winograd schema (4) common-sense reasoning (4) recurrent neural network (3) benchmark evaluation (3) reinforcement learning (3) interactive learning (3) common sense reasoning (3) machine reading comprehension (3) coreference resolution (3) world knowledge (3) deep reinforcement learning (2) information seeking (2) language model (2) web search (2) commonsense reasoning (2) information extraction (2) natural language understanding (2) attention mechanism (2) self-supervised learning (2)

Papers

Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective ACL 2024
Think Before You Act: Decision Transformers with Working Memory ICML 2024
The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources ACL 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference NIPS 2023
Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications NAACL 2022
ADEPT: An Adjective-Dependent Plausibility Task ACL 2021
ADEPT: An Adjective-Dependent Plausibility Task IJCNLP 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction NAACL 2021
An Empirical Study on Neural Keyphrase Generation NAACL 2021
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning ICLR 2021
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games NIPS 2020
Interactive Machine Comprehension with Information Seeking Agents ACL 2020
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases ACL 2020
An Analysis of Dataset Overlap on Winograd-Style Tasks COLING 2020
On the Systematicity of Probing Contextualized Word Representations: The Case of Hypernymy in BERT COLING 2020
Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG EMNLP 2019
An Empirical Study of Example Forgetting during Deep Neural Network Learning ICLR 2019
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension ICLR 2019
Learning deep representations by mutual information estimation and maximization ICLR 2019
The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution ACL 2019
Interactive Language Learning by Question Answering IJCNLP 2019
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG IJCNLP 2019
Metalearned Neural Memory NIPS 2019
Interactive Language Learning by Question Answering EMNLP 2019
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning ICLR 2018
Boundary Seeking GANs ICLR 2018
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge NAACL 2018
Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018
Rapid Adaptation with Conditionally Shifted Neurons ICML 2018
Towards Text Generation with Adversarially Learned Neural Outlines NIPS 2018
Neural Models for Key Phrase Extraction and Question Generation ACL 2018
A Knowledge Hunting Framework for Common Sense Reasoning EMNLP 2018
Twin Networks: Matching the Future for Sequence Generation ICLR 2018
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NIPS 2017
Learning Algorithms for Active Learning ICML 2017
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data ACL 2016
Natural Language Comprehension with the EpiReader EMNLP 2016