Papers
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings
Rishi Bommasani, Kelly Davis, Claire Cardie
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models
Kaiji Lu, Piotr Mardziel, Klas Leino et al.
Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
Margaret Li, Stephen Roller, Ilia Kulikov et al.
CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant
Kavya Srinet, Yacine Jernite, Jonathan Gray et al.
Modeling Label Semantics for Predicting Emotional Reactions
Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan et al.
Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts
Agostina Calabrese, Michele Bevilacqua, Roberto Navigli
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
Fernando Alva-Manchego, Louis Martin, Antoine Bordes et al.
SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan et al.
Similarity Analysis of Contextual Word Representation Models
John Wu, Yonatan Belinkov, Hassan Sajjad et al.
On the Cross-lingual Transferability of Monolingual Representations
Mikel Artetxe, Sebastian Ruder, Dani Yogatama
Information-Theoretic Probing for Linguistic Structure
Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay et al.
Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?
Cansu Sen, Thomas Hartvigsen, Biao Yin et al.
Toward Gender-Inclusive Coreference Resolution
Yang Trista Cao, Hal Daumé III
ParaCrawl: Web-Scale Acquisition of Parallel Corpora
Marta Bañón, Pinzhen Chen, Barry Haddow et al.
Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing
Jiangming Liu, Shay B. Cohen, Mirella Lapata
A Corpus for Large-Scale Phonetic Typology
Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel et al.
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering
Vikas Yadav, Steven Bethard, Mihai Surdeanu
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering
Alexander Fabbri, Patrick Ng, Zhiguo Wang et al.
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
Apoorv Saxena, Aditay Tripathi, Partha Talukdar
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian et al.
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset
Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun
Learning to Faithfully Rationalize by Construction
Sarthak Jain, Sarah Wiegreffe, Yuval Pinter et al.
ERASER: A Benchmark to Evaluate Rationalized NLP Models
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani et al.
Compositionality and Generalization In Emergent Languages
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt et al.