NLP Highlights
By Allen Institute for Artificial Intelligence
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Episodes: 145
Description
**The podcast is currently on hiatus. For more active NLP content, check out the Holistic Intelligence Podcast linked below.**
Welcome to the NLP highlights podcast, where we invite researchers to talk about their work in various areas in natural language processing. All views expressed belong to the hosts/guests, and do not represent their employers.
| Episode | Date |
|---|---|
|
Are LLMs safe?
|
Feb 29, 2024 |
|
"Imaginative AI" with Mohamed Elhoseiny
|
Jan 08, 2024 |
|
142 - Science Of Science, with Kyle Lo
|
Dec 28, 2023 |
|
141 - Building an open source LM, with Iz Beltagy and Dirk Groeneveld
|
Jun 29, 2023 |
|
140 - Generative AI and Copyright, with Chris Callison-Burch
|
Jun 06, 2023 |
|
139 - Coherent Long Story Generation, with Kevin Yang
|
Mar 24, 2023 |
|
138 - Compositional Generalization in Neural Networks, with Najoung Kim
|
Jan 20, 2023 |
|
137 - Nearest Neighbor Language Modeling and Machine Translation, with Urvashi Khandelwal
|
Jan 13, 2023 |
|
136 - Including Signed Languages in NLP, with Kayo Yin and Malihe Alikhani
|
May 19, 2022 |
|
135 - PhD Application Series: After Submitting Applications
|
Mar 02, 2022 |
|
134 - PhD Application Series: PhDs in Europe versus the US, with Barbara Plank and Gonçalo Correia
|
Oct 19, 2021 |
|
133 - PhD Application Series: Preparing Application Materials, with Nathan Schneider and Roma Patel
|
Oct 06, 2021 |
|
132 - Alexa Prize Socialbot Grand Challenge and Alquist 4.0, with Petr Marek
|
Sep 27, 2021 |
|
131 - Opportunities and Barriers between HCI and NLP, with Nanna Inie and Leon Derczynski
|
Aug 20, 2021 |
|
130 - Linking human cognitive patterns to NLP Models, with Lisa Beinborn
|
Aug 09, 2021 |
|
129 - Transformers and Hierarchical Structure, with Shunyu Yao
|
Jul 02, 2021 |
|
128 - Dynamic Benchmarking, with Douwe Kiela
|
Jun 19, 2021 |
|
127 - Masakhane and Participatory Research for African Languages, with Tosin Adewumi and Perez Ogayo
|
Jun 08, 2021 |
|
126 - Optimizing Continuous Prompts for Generation, with Lisa Li
|
May 24, 2021 |
|
125 - VQA for Real Users, with Danna Gurari
|
May 04, 2021 |
|
124 - Semantic Machines and Task-Oriented Dialog, with Jayant Krishnamurthy and Hao Fang
|
Apr 14, 2021 |
|
123 - Robust NLP, with Robin Jia
|
Apr 05, 2021 |
|
122 - Statutory Reasoning in Tax Law, with Nils Holzenberger
|
Nov 12, 2020 |
|
121 - Language and the Brain, with Alona Fyshe
|
Oct 30, 2020 |
|
120 - Evaluation of Text Generation, with Asli Celikyilmaz
|
Oct 03, 2020 |
|
119 - Social NLP, with Diyi Yang
|
Sep 03, 2020 |
|
118 - Coreference Resolution, with Marta Recasens
|
Aug 26, 2020 |
|
117 - Interpreting NLP Model Predictions, with Sameer Singh
|
Aug 13, 2020 |
|
116 - Grounded Language Understanding, with Yonatan Bisk
|
Jul 03, 2020 |
|
115 - AllenNLP, interviewing Matt Gardner
|
Jun 17, 2020 |
|
114 - Behavioral Testing of NLP Models, with Marco Tulio Ribeiro
|
May 26, 2020 |
|
113 - Managing Industry Research Teams, with Fernando Pereira
|
May 22, 2020 |
|
112 - Alignment of Multilingual Contextual Representations, with Steven Cao
|
May 13, 2020 |
|
111 - Typologically diverse, multi-lingual, information-seeking questions, with Jon Clark
|
Apr 27, 2020 |
|
110 - Natural Questions, with Tom Kwiatkowski and Michael Collins
|
Apr 06, 2020 |
|
109 - What Does Your Model Know About Language, with Ellie Pavlick
|
Mar 30, 2020 |
|
108 - Data-To-Text Generation, with Verena Rieser and Ondřej Dušek
|
Mar 23, 2020 |
|
107 - Multi-Modal Transformers, with Hao Tan and Mohit Bansal
|
Feb 24, 2020 |
|
106 - Ethical Considerations In NLP Research, with Emily Bender
|
Feb 17, 2020 |
|
105 - Question Generation, with Sudha Rao
|
Feb 10, 2020 |
|
104 - Model Distillation, with Victor Sanh and Thomas Wolf
|
Feb 03, 2020 |
|
103 - Processing Language in Social Media, with Brendan O'Connor
|
Jan 27, 2020 |
|
102 - Biomedical NLP research at the National Institute of Health with Dina Demner-Fushman
|
Jan 20, 2020 |
|
101 - The lottery ticket hypothesis, with Jonathan Frankle
|
Jan 14, 2020 |
|
100 - NLP Startups, with Oren Etzioni
|
Jan 08, 2020 |
|
99 - Evaluating Protein Transfer Learning, With Roshan Rao And Neil Thomas
|
Dec 16, 2019 |
|
98 - Analyzing Information Flow In Transformers, With Elena Voita
|
Dec 09, 2019 |
|
97 - Automated Analysis Of Historical Printed Documents, With Taylor Berg-Kirkpatrick
|
Nov 27, 2019 |
|
96 - Question Answering as an Annotation Format, with Luke Zettlemoyer
|
Nov 12, 2019 |
|
95 - Common sense reasoning, with Yejin Choi
|
Oct 07, 2019 |
|
94 - Decompositional Semantics, with Aaron White
|
Sep 30, 2019 |
|
93 - NLP/ML for clinical data, with Alistair Johnson
|
Jul 22, 2019 |
|
92 - Computational Humanities, with David Bamman
|
Jul 05, 2019 |
|
91 - (Executable) Semantic Parsing, with Jonathan Berant
|
Jun 26, 2019 |
|
90 - Research in Academia versus Industry, with Philip Resnik and Jason Baldridge
|
May 31, 2019 |
|
89 - Dialog Systems, with Zhou Yu
|
May 31, 2019 |
|
88 - A Structural Probe for Finding Syntax in Word Representations, with John Hewitt
|
May 07, 2019 |
|
87 - Pathologies of Neural Models Make Interpretation Difficult, with Shi Feng
|
Apr 25, 2019 |
|
86 - NLP for Evidence-based Medicine, with Byron Wallace
|
Apr 15, 2019 |
|
85 - Stress in Research, with Charles Sutton
|
Mar 29, 2019 |
|
84 - Large Teams Develop, Small Groups Disrupt, with Lingfei Wu
|
Mar 26, 2019 |
|
83 - Knowledge Base Construction, with Sebastian Riedel
|
Mar 13, 2019 |
|
82 - Visual Reasoning, with Yoav Artzi
|
Mar 06, 2019 |
|
81 - BlackboxNLP, with Afra Alishahi and Tal Linzen
|
Feb 06, 2019 |
|
80 - Leaderboards and Science, with Siva Reddy
|
Jan 29, 2019 |
|
79 - The glass ceiling in NLP, with Natalie Schluter
|
Jan 21, 2019 |
|
78. Where do corpora come from?, with Matt Honnibal and Ines Montani
|
Jan 15, 2019 |
|
77. On Writing Quality Peer Reviews, with Noah A. Smith
|
Jan 07, 2019 |
|
76 - Increasing In-Class Similarity by Retrofitting Embeddings with Demographics, with Dirk Hovy
|
Nov 27, 2018 |
|
75 - Reinforcement / Imitation Learning in NLP, with Hal Daumé III
|
Nov 21, 2018 |
|
74 - Deep Reinforcement Learning Doesn't Work Yet, with Alex Irpan
|
Nov 16, 2018 |
|
73 - Supersense Disambiguation of English Prepositions and Possessives, with Nathan Schneider
|
Nov 13, 2018 |
|
72 - The Anatomy Question Answering Task, with Jordan Boyd-Graber
|
Oct 16, 2018 |
|
71 - DuoRC: Complex Language Understanding with Paraphrased Reading Comprehension, with Amrita Saha
|
Oct 12, 2018 |
|
70 - Measuring the Evolution of a Scientific Field through Citation Frames, with David Jurgens
|
Sep 18, 2018 |
|
69 - Second language acquisition modeling, with Burr Settles
|
Sep 10, 2018 |
|
68 - Neural models of factuality, with Rachel Rudinger
|
Sep 04, 2018 |
|
67 - GLUE: A Multi-Task Benchmark and Analysis Platform, with Sam Bowman
|
Aug 27, 2018 |
|
66 - Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods, with Jieyu Zhao
|
Aug 20, 2018 |
|
65 - Event Representations with Tensor-based Compositions, with Niranjan Balasubramanian
|
Aug 13, 2018 |
|
64 - Neural Network Models for Sentence Pair Tasks, with Wuwei Lan and Wei Xu
|
Aug 08, 2018 |
|
63 - Neural Lattice Language Models, with Jacob Buckman
|
Aug 02, 2018 |
|
62 - Sounding Board: A User-Centric and Content-Driven Social Chatbot, with Hao Fang
|
Jul 30, 2018 |
|
61 - Neural Text Generation in Stories, with Elizabeth Clark and Yangfeng Ji
|
Jul 23, 2018 |
|
60 - FEVER: a large-scale dataset for Fact Extraction and VERification, with James Thorne
|
Jun 28, 2018 |
|
59 - Weakly Supervised Semantic Parsing With Abstract Examples, with Omer Goldman
|
Jun 12, 2018 |
|
58 - Learning What’s Easy: Fully Differentiable Neural Easy-First Taggers, with André Martins
|
Jun 08, 2018 |
|
57 - A Survey Of Cross-lingual Word Embedding Models, with Sebastian Ruder
|
Jun 05, 2018 |
|
56 - Deep contextualized word representations, with Matthew Peters
|
Apr 04, 2018 |
|
55 - Matchbox: Dispatch-driven autobatching for imperative deep learning, with James Bradbury
|
Mar 28, 2018 |
|
54 - Simulating Action Dynamics with Neural Process Networks, with Antoine Bosselut
|
Mar 26, 2018 |
|
53 - Classical Structured Prediction Losses for Sequence to Sequence Learning, with Sergey and Myle
|
Mar 21, 2018 |
|
52 - Sequence-to-Sequence Learning as Beam-Search Optimization, with Sam Wiseman
|
Mar 15, 2018 |
|
51 - A Regularized Framework for Sparse and Structured Neural Attention, with Vlad Niculae
|
Mar 12, 2018 |
|
50 - Cardinal Virtues: Extracting Relation Cardinalities from Text, with Paramita Mirza
|
Feb 14, 2018 |
|
49 - A Joint Sequential and Relational Model for Frame-Semantic Parsing, with Bishan Yang
|
Feb 05, 2018 |
|
48 - Incidental Supervision: Moving Beyond Supervised Learning, with Dan Roth
|
Jan 29, 2018 |
|
47 - Dynamic integration of background knowledge in neural NLU systems, with Dirk Weißenborn
|
Jan 24, 2018 |
|
46 - Parsing with Traces, with Jonathan Kummerfeld
|
Jan 08, 2018 |
|
45 - Build It, Break It workshop, with Allyson Ettinger and Sudha Rao
|
Jan 02, 2018 |
|
44 - Truly Low Resource NLP, with Anders Søgaard
|
Dec 07, 2017 |
|
43 - Reinforced Video Captioning with Entailment Rewards, with Ramakanth and Mohit
|
Dec 04, 2017 |
|
42 - Generating Sentences by Editing Prototypes, with Kelvin Guu
|
Nov 30, 2017 |
|
41 - Cross-Sentence N-ary Relation Extraction with Graph LSTMs, with Nanyun (Violet) Peng
|
Nov 10, 2017 |
|
40 - On the State of the Art of Evaluation in Neural Language Models, with Gábor Melis
|
Nov 07, 2017 |
|
39 - Organizing the SemEval task on scientific information extraction, with Isabelle Augenstein
|
Nov 01, 2017 |
|
38 - A Corpus of Natural Language for Visual Reasoning, with Alane Suhr
|
Oct 30, 2017 |
|
37 - On Statistical Significance, Training Variance, and Why Reporting Score Distributions Matters
|
Oct 24, 2017 |
|
36 - Attention Is All You Need, with Ashish Vaswani and Jakob Uszkoreit
|
Oct 23, 2017 |
|
35 - Replicability Analysis for Natural Language Processing, with Roi Reichart
|
Oct 19, 2017 |
|
34 - Translating Neuralese, with Jacob Andreas
|
Oct 17, 2017 |
|
33 - Entity Linking via Joint Encoding of Types, Descriptions, and Context, with Nitish Gupta
|
Oct 16, 2017 |
|
32 - The Effect of Different Writing Tasks on Linguistic Style, with Roy Schwartz
|
Oct 10, 2017 |
|
31 - Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling
|
Oct 06, 2017 |
|
30 - Probabilistic Typology: Deep Generative Models of Vowel Inventories
|
Oct 05, 2017 |
|
29 - Neural machine translation via binary code prediction, with Graham Neubig
|
Jul 14, 2017 |
|
28 - Data Programming: Creating Large Training Sets, Quickly
|
Jul 11, 2017 |
|
27 - What do Neural Machine Translation Models Learn about Morphology?, with Yonatan Belinkov
|
Jul 05, 2017 |
|
26 - Structured Attention Networks, with Yoon Kim
|
Jun 30, 2017 |
|
25 - Neural Semantic Parsing over Multiple Knowledge-bases
|
Jun 28, 2017 |
|
24 - Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
|
Jun 27, 2017 |
|
23 - Get To The Point: Summarization with Pointer-Generator Networks
|
Jun 26, 2017 |
|
22 - Deep Multitask Learning for Semantic Dependency Parsing, with Noah Smith
|
Jun 16, 2017 |
|
21 - Contextual Explanation Networks, with Maruan Al-Shedivat
|
Jun 15, 2017 |
|
20 - A simple neural network module for relational reasoning
|
Jun 14, 2017 |
|
19 - End-to-end Differentiable Proving, with Tim Rocktäschel
|
Jun 12, 2017 |
|
18 - Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
|
Jun 09, 2017 |
|
17 - pix2code: Generating Code from a Graphical User Interface Screenshot
|
Jun 08, 2017 |
|
16 - Arc-swift: A Novel Transition System for Dependency Parsing
|
Jun 07, 2017 |
|
15 - Attention and Augmented Recurrent Neural Networks
|
Jun 06, 2017 |
|
14 - Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
|
Jun 05, 2017 |
|
13 - Question Answering from Unstructured Text by Retrieval and Comprehension
|
Jun 02, 2017 |
|
12 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
|
Jun 01, 2017 |
|
11 - Relation Extraction with Matrix Factorization and Universal Schemas
|
May 29, 2017 |
|
10 - A Syntactic Neural Model for General-Purpose Code Generation
|
May 26, 2017 |
|
09 - Learning to Generate Reviews and Discovering Sentiment
|
May 25, 2017 |
|
08 - Finding News Citations for Wikipedia
|
May 24, 2017 |
|
07 - Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
|
May 23, 2017 |
|
06 - Design Challenges for Entity Linking
|
May 22, 2017 |
|
05 - Transition-Based Dependency Parsing with Stack Long Short-Term Memory
|
May 19, 2017 |
|
04 - Recurrent Neural Network Grammars, with Chris Dyer
|
May 12, 2017 |
|
03 - FastQA: A Simple and Efficient Neural Architecture for Question Answering
|
May 12, 2017 |
|
02 - Bidirectional Attention Flow for Machine Comprehension
|
May 12, 2017 |
|
01 - A Comparative Study of Word Embeddings for Reading Comprehension
|
May 12, 2017 |
|
00 - Intro to the podcast
|
May 12, 2017 |