Accepted Papers

Comparing Span Extraction Methods for Semantic Role Labeling. Zhisong Zhang, Emma Strubell and Eduard Hovy
Mode recovery in neural autoregressive sequence modeling. Ilia Kulikov, Sean Welleck and Kyunghyun Cho
Learning compositional structures for semantic graph parsing. Jonas Groschwitz, Meaghan Fowlie and Alexander Koller
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks. Julia Kreutzer, Stefan Riezler and Carolin Lawrence
Answering Complex Queries in Knowledge Graphs with Bidirectional Sequence Encoders. Bhushan Kotnis, Carolin Lawrence and Mathias Niepert
A Globally Normalized Neural Model for Semantic Parsing. Chenyang Huang, Wei Yang, Yanshuai Cao, Osmar Zaiane and Lili Mou
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing. Ohad Rubin and Jonathan Berant
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation. Jacob Parnell, Inigo Jauregi Unanue and Massimo Piccardi
Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification. Erenay Dayanik, Andre Blessing, Nico Blokker, Sebastian Haunss, Jonas Kuhn, Gabriella Lapesa and Sebastian Pado
Question Decomposition with Dependency Graphs. Matan Hasson and Jonathan Berant

Spatial Dependency Parsing for Semi-Structured Document Information Extraction. Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang and Minjoon Seo
Predicting cross-linguistic adjective order with information gain. William Dyer, Richard Futrell, Zoey Liu, Greg Scontras
Knowing More About Questions Can Help: Improving Calibration in Question Answering. Shujian Zhang, Chengyue Gong, Eunsol Choi
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types. Chandrahas, Partha Talukdar
A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction. Kohei Makino, Makoto Miwa, Yutaka Sasaki
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models. Biao Zhang, Ivan Titov, Rico Sennrich
Insertion-based Tree Decoding. Denis Lukovnikov, Asja Fischer
DoT: An efficient Double Transformer for NLP tasks with tables. Syrine Krichene, Thomas Müller, Julian Martin Eisenschlos
Do Language Models Perform Generalizable Commonsense Inference?. Peifeng Wang, Filip Ilievski, Muhao Chen and Xiang Ren
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. Liliang Ren,Chenkai Sun,Heng Ji,Julia Hockenmaier
Effective Batching for Recurrent Neural Network Grammars. Hiroshi Noji, Yohei Oseki
Controllable Abstractive Dialogue Summarization with Sketch Supervision. Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp and Caiming Xiong