ACL

Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu

Comments Accepted by ACL2020

Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors

Longshaokan Wang, Maryam Fazel-Zarandi, Aditya Tiwari, Spyros Matsoukas, Lazaros Polymenakos

Comments To be presented at 2nd Workshop on NLP for ConvAI, ACL 2020

Understanding Points of Correspondence between Sentences for Abstractive Summarization

Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

Comments Camera-ready version for ACL 2020 Student Research Workshop (SRW)

Predicting and Analyzing Law-Making in Kenya

Oyinlola Babafemi, Adewale Akinfaderin

Comments Accepted at 4th Widening NLP Workshop, Annual Meeting of the Association for Computational Linguistics, ACL 2020

Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation

Liqun Shao, Sahitya Mantravadi, Tom Manzini, Alejandro Buendia, Manon Knoertzer, Soundar Srinivasan, Chris Quirk

Comments ACL Natural Language Interface Workshop 2020, short paper

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation

Qiu Ran, Yankai Lin, Peng Li, Jie Zhou

Comments This work has been accepted for publication at ACL2020

From Arguments to Key Points: Towards Automatic Argument Summarization

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

Comments ACL 2020

Shaping Visual Representations with Language for Few-shot Classification

Jesse Mu, Percy Liang, Noah Goodman

Comments ACL 2020. Version 1 appeared at the NeurIPS 2019 Workshop on Visually Grounded Interaction and Language (ViGIL)

Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation

El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, Hasan Cavusoglu

Comments Accepted to the 4th Workshop on Neural Generation and Translation (Duolingo Shared Task on Simultaneous Translation And Paraphrase for Language Education Mayhew et al., 2020) collocated with ACL 2020

A Multitask Learning Approach for Diacritic Restoration

Sawsan Alqahtani, Ajay Mishra, Mona Diab

Journal ref ACL 2020

Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism

Patricio Cerda-Mardini, Vladimir Araujo, Alvaro Soto

Comments Accepted at ACL 2020 WiNLP workshop

On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation

Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

Comments ACL2020 Camera Ready (v3: several small fixes, e.g., Unicode errors)

CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation

Lei Shen, Yang Feng

Comments To appear at ACL 2020 (long paper)

An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models

Hiroshi Noji, Hiroya Takamura

Comments ACL 2020 camera ready (long paper); code is available at https://github.com/aistairc/lm_syntax_negative

Accelerating Natural Language Understanding in Task-Oriented Dialog

Ojas Ahuja, Shrey Desai

Comments Accepted to ACL 2020 Workshop on NLP for Conversational AI

Efficient Deployment of Conversational Natural Language Interfaces over Databases

Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim

Comments Accepted at ACL-NLI 2020

A Report on the 2020 Sarcasm Detection Shared Task

Debanjan Ghosh, Avijit Vajpayee, Smaranda Muresan

Comments 2nd Workshop on Figurative Language Processing (FigLang2020) at ACL 2020

Mapping Natural Language Instructions to Mobile UI Action Sequences

Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, Jason Baldridge

Comments Annual Conference of the Association for Computational Linguistics (ACL 2020)

Learning Architectures from an Extended Search Space for Language Modeling

Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

Comments ACL 2020

The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain

Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Maruscyk, Lukas Lange

Comments Accepted for publication at ACL 2020

Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition

Takuma Kato, Kaori Abe, Hiroki Ouchi, Shumpei Miyawaki, Jun Suzuki, Kentaro Inui

Comments Accepted by ACL SRW 2020

pyBART: Evidence-based Syntactic Transformations for IE

Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty

Comments Accepted ACL2020 system demonstration paper

SLATE: A Super-Lightweight Annotation Tool for Experts

Jonathan K. Kummerfeld

Comments To appear at ACL as a demo

Journal ref ACL: Demonstrations (2019) 7-12

A Large-Scale Corpus for Conversation Disentanglement

Jonathan K. Kummerfeld, Sai R. Gouravajhala, Joseph Peper, Vignesh Athreya, Chulaka Gunasekara, Jatin Ganhotra, Siva Sankalp Patel, Lazaros Polymenakos, Walter S. Lasecki

Comments To appear at ACL

Journal ref ACL (2019) 3846-3856

Improving Text-to-SQL Evaluation Methodology

Catherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, Karthik Ramanathan, Sesh Sadasivam, Rui Zhang, Dragomir Radev

Comments To appear at ACL 2018

Journal ref ACL (2018) 351-360

Parsing with Traces: An $O(n^4)$ Algorithm and a Structural Representation

Jonathan K. Kummerfeld, Dan Klein

Comments To appear in Transactions of the Association for Computational Linguistics

Journal ref TACL 5 (2017) 441-454

Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection

Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki

Comments Published at ACL 2017

Journal ref ACL (2017) 103-109

CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning

Alessandro Suglia, Ioannis Konstas, Andrea Vanzo, Emanuele Bastianelli, Desmond Elliott, Stella Frank, Oliver Lemon

Comments Accepted to the Annual Conference of the Association for Computational Linguistics (ACL) 2020

Norm-Based Curriculum Learning for Neural Machine Translation

Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao

Comments Accepted to ACL 2020

GoEmotions: A Dataset of Fine-Grained Emotions

Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade, Sujith Ravi

Comments Accepted to ACL 2020