conftrace_

EMNLP 2020

1,823 papers

Multi-Dimensional Gender Bias Classification

Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela

Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding

Jiaming Shen, Heng Ji, Jiawei Han

Calibration of Pre-trained Transformers

Shrey Desai, Greg Durrett

Pre-Training Transformers as Energy-Based Cloze Models

Kevin Clark, Minh-Thang Luong, Quoc Le, Christopher D. Manning

ETC: Encoding Long and Structured Inputs in Transformers

Joshua Ainslie, Santiago Ontanon, Chris Alberti, Vaclav Cvicek, Zachary Fisher

KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations

Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi, Dario Onorati, Pierfrancesco Tommasino

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference

Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu

Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually)

Alex Warstadt, Yian Zhang, Xiaocheng Li, Haokun Liu, Samuel R. Bowman

Intrinsic Probing through Dimension Selection

Lucas Torroba Hennigen, Adina Williams, Ryan Cotterell

Information-Theoretic Probing with Minimum Description Length

Elena Voita, Ivan Titov

A matter of framing: The impact of linguistic formalism on probing results

Ilia Kuznetsov, Iryna Gurevych

More Bang for Your Buck: Natural Perturbation for Robust Question Answering

Daniel Khashabi, Tushar Khot, Ashish Sabharwal

Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering

Pratyay Banerjee, Chitta Baral

Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering

Harsh Jhamtani, Peter Clark

PRover: Proof Generation for Interpretable Reasoning over Rules

Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, Mohit Bansal

Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing

Brian Thompson, Matt Post

Simulated multiple reference training improves low-resource machine translation

Huda Khayrallah, Brian Thompson, Matt Post, Philipp Koehn

Statistical Power and Translationese in Machine Translation Evaluation

Yvette Graham, Barry Haddow, Philipp Koehn

BLEU might be Guilty but References are not Innocent

Markus Freitag, David Grangier, Isaac Caswell

Unsupervised stance detection for arguments from consequences

Jonathan Kobbe, Ioana Hulpuș, Heiner Stuckenschmidt

Quantitative argument summarization and beyond: Cross-domain key point analysis

Roy Bar-Haim, Yoav Kantor, Lilach Eden, Roni Friedman, Dan Lahav

Extracting Implicitly Asserted Propositions in Argumentation

Yohan Jo, Jacky Visser, Chris Reed, Eduard Hovy

Detecting Attackable Sentences in Arguments

Yohan Jo, Seojin Bang, Emaad Manzoor, Eduard Hovy, Chris Reed