CoNLL 2022

28 papers

Characterizing Verbatim Short-Term Memory in Neural Language Models

Kristijan Armeni, Christopher Honey, Tal Linzen

Enhancing the Transformer Decoder with Transition-based Syntax

Leshem Choshen, Omri Abend

An Alignment-based Approach to Text Segmentation Similarity Scoring

Gerardo Ocampo Diaz, Jessica Ouyang

Probing for targeted syntactic knowledge through grammatical error detection

Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery

PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora

Dinesh Nagumothu, Bahadorreza Ofoghi, Guangyan Huang, Peter Eklund

Computational cognitive modeling of predictive sentence processing in a second language

Umesh Patil, Sol Lago

Optimizing text representations to capture (dis)similarity between political parties

Tanise Ceron, Nico Blokker, Sebastian Padó

OpenStance: Real-world Zero-shot Stance Detection

Hanzi Xu, Slobodan Vucetic, Wenpeng Yin

Syntactic Surprisal From Neural Models Predicts, But Underestimates, Human Processing Difficulty From Syntactic Ambiguities

Suhas Arehalli, Brian Dillon, Tal Linzen

Visual Semantic Parsing: From Images to Abstract Meaning Representation

Mohamed Ashraf Abdelsalam, Zhan Shi, Federico Fancellu, Kalliopi Basioti, Dhaivat Bhatt

On Language Spaces, Scales and Cross-Lingual Transfer of UD Parsers

Tanja Samardžić, Ximena Gutierrez-Vasques, Rob van der Goot, Max Müller-Eberstein, Olga Pelloni

Cognitive Simplification Operations Improve Text Simplification

Eytan Chamovitz, Omri Abend

Leveraging a New Spanish Corpus for Multilingual and Cross-lingual Metaphor Detection

Elisa Sanchez-Bayona, Rodrigo Agerri

Shared knowledge in natural conversations: can entropy metrics shed light on information transfers?

Eliot Maës, Philippe Blache, Leonor Becerra

On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation

Gal Patel, Leshem Choshen, Omri Abend

Entailment Semantics Can Be Extracted from an Ideal Language Model

William Merrill, Alex Warstadt, Tal Linzen

Parsing as Deduction Revisited: Using an Automatic Theorem Prover to Solve an SMT Model of a Minimalist Parser

Sagar Indurkhya

Incremental Processing of Principle B: Mismatches Between Neural Models and Humans

Forrest Davis

Detecting Unintended Social Bias in Toxic Language Datasets

Nihar Sahoo, Himanshu Gupta, Pushpak Bhattacharyya

Combining Noisy Semantic Signals with Orthographic Cues: Cognate Induction for the Indic Dialect Continuum

Niyati Bafna, Josef van Genabith, Cristina España-Bonet, Zdeněk Žabokrtský

Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models

Aaron Mueller, Yu Xia, Tal Linzen

Towards More Natural Artificial Languages

Mark Hopkins

A Fine-grained Interpretability Evaluation Benchmark for Neural NLP

Lijie Wang, Yaozong Shen, Shuyuan Peng, SHUAI ZHANG, Xinyan Xiao

That’s so cute!: The CARE Dataset for Affective Response Detection

Jane Dwivedi-Yu, Alon Y. Halevy

Continual Learning for Natural Language Generations with Transformer Calibration

Peng Yang, Dingcheng Li, Ping Li

How Hate Speech Varies by Target Identity: A Computational Analysis

Michael Miller Yoder, Lynnette Hui Xian Ng, David West Brown, Kathleen M. Carley

Collateral facilitation in humans and language models

James A. Michaelov, Benjamin K. Bergen

A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification

Sosuke Nishikawa, Ikuya Yamada, Yoshimasa Tsuruoka, Isao Echizen