Rethinking Recommender System's Sustainability and Dataset Selection / Joeran Beel (U. Siegen)
55:33
Rethinking Recommender System's Sustainability and Dataset Selection / Joeran Beel (U. Siegen)
LLMs for Social Simulation: Progress, Opportunities and Challenges
33:56
LLMs for Social Simulation: Progress, Opportunities and Challenges
WINGmate – An AI Course Recommender Algorithm
2:29
WINGmate – An AI Course Recommender Algorithm
SSID – A Plagiarism Detection System
2:44
SSID – A Plagiarism Detection System
CocoSciSum - a scientific summarization toolkit with compositional controllability
2:53
CocoSciSum - a scientific summarization toolkit with compositional controllability
Introduction video for CocoSciSum
2:23
Introduction video for CocoSciSum
A Hitchhiker's Guide to Ontology / Fabian Suchanek (Télécom Paris)
54:04
A Hitchhiker's Guide to Ontology / Fabian Suchanek (Télécom Paris)
Grace Hui Yang @ NSSDM. High-Quality Diversification for Task-Oriented Dialogue Systems.
48:37
Grace Hui Yang @ NSSDM. High-Quality Diversification for Task-Oriented Dialogue Systems.
Xiang Wang @ NSSDM. Explainability of Graph Neural Networks.
33:35
Xiang Wang @ NSSDM. Explainability of Graph Neural Networks.
Chirag Shah @ NSSDM. What does Fairness in Information Access Mean and Can We Achieve It?
44:22
Chirag Shah @ NSSDM. What does Fairness in Information Access Mean and Can We Achieve It?
Chenliang Li @ NSSDM. Recent Advances in Candidate Matching.
27:43
Chenliang Li @ NSSDM. Recent Advances in Candidate Matching.
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing-COLING22
1:12:24
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing-COLING22
PM K-LightGCN: Optimizing for Accuracy and Popularity Match in Course Recommendation
7:19
PM K-LightGCN: Optimizing for Accuracy and Popularity Match in Course Recommendation
Hands-On Class with HuggingFace 🤗: Build Machine Learning demonstrations with Gradio (Omar Espejel)
1:02:49
Hands-On Class with HuggingFace 🤗: Build Machine Learning demonstrations with Gradio (Omar Espejel)
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking [ACL 2022]
5:59
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking [ACL 2022]
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation (Short) – 2020
10:39
FANG: Leveraging Social Context for Fake News Detection Using Graph Representation (Short) – 2020
Transformer Memory as a Differentiable Search Index / Yi Tay (Google Research)
48:46
Transformer Memory as a Differentiable Search Index / Yi Tay (Google Research)
The curious case of self-training: from vision to language and beyond / Thang Luong (Google Brain)
47:41
The curious case of self-training: from vision to language and beyond / Thang Luong (Google Brain)
Beyond Sentences & Paragraphs: Towards Document-level & Multi-doc Understanding/Arman Cohan (UW&AI2)
1:05:21
Beyond Sentences & Paragraphs: Towards Document-level & Multi-doc Understanding/Arman Cohan (UW&AI2)
Deep Reinforcement Learning for Recommendation Systems / Xiangyu Zhao (City U, HK)
58:09
Deep Reinforcement Learning for Recommendation Systems / Xiangyu Zhao (City U, HK)
Research Fast and Slow (ICADL/AP-iConference 2021 Keynote)
1:09:04
Research Fast and Slow (ICADL/AP-iConference 2021 Keynote)
Revisiting Few-Shot learning for Natural Language Understanding / Yanan Zheng (Tsinghua University)
1:02:16
Revisiting Few-Shot learning for Natural Language Understanding / Yanan Zheng (Tsinghua University)
Neural Networks with Natural Language Explanations / Oana-Maria Camburu (University of Oxford)
1:08:06
Neural Networks with Natural Language Explanations / Oana-Maria Camburu (University of Oxford)
Graph Representation Learning From Knowledge Graphs to Recommender Systems / Hongwei Wang (UIUC)
1:06:59
Graph Representation Learning From Knowledge Graphs to Recommender Systems / Hongwei Wang (UIUC)
DADgraph: A Discourse-aware Dialogue Graph NN for Multiparty Dialogue Machine Reading Comprehension
8:50
DADgraph: A Discourse-aware Dialogue Graph NN for Multiparty Dialogue Machine Reading Comprehension
Commonsense Knowledge and Reasoning in Natural Language / Vered Shwartz (AI2 & UW)
1:06:46
Commonsense Knowledge and Reasoning in Natural Language / Vered Shwartz (AI2 & UW)
Reliability Testing for Natural Language Processing Systems [ACL 2021]
11:55
Reliability Testing for Natural Language Processing Systems [ACL 2021]
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots [NAACL 2021]
7:57
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots [NAACL 2021]
Guarding Against Spurious Correlations in Natural Language Understanding / He He (NYU)
1:07:15
Guarding Against Spurious Correlations in Natural Language Understanding / He He (NYU)
Implicit Representations of Meaning in Neural Language Models / Jacob Andreas (MIT)
57:57
Implicit Representations of Meaning in Neural Language Models / Jacob Andreas (MIT)