NLP Highlights

By Allen Institute for Artificial Intelligence

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Subscribers: 96
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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