ACL - arXivDaily 期刊&会议

1910.14599 2020-05-07 cs.CL cs.LG

Adversarial NLI: A New Benchmark for Natural Language Understanding

Yixin Nie, Adina Williams, Emily Dinan, Mohit Bansal, Jason Weston, Douwe Kiela

Comments ACL 2020

2005.02295 2020-05-06 cs.CL

Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection

Srijan Bansal, Vishal Garimella, Ayush Suhane, Jasabanta Patro, Animesh Mukherjee

Comments This work is accepted as a short paper in the proceedings of ACL 2020

2005.02013 2020-05-06 cs.CL

Neural Syntactic Preordering for Controlled Paraphrase Generation

Tanya Goyal, Greg Durrett

Comments ACL 2020 camera ready

2005.01932 2020-05-06 cs.CL cs.LG stat.ML

ExpBERT: Representation Engineering with Natural Language Explanations

Shikhar Murty, Pang Wei Koh, Percy Liang

Comments ACL 2020

2005.01901 2020-05-06 cs.CL

OpinionDigest: A Simple Framework for Opinion Summarization

Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan

Comments ACL 2020 (short paper)

2005.01898 2020-05-06 cs.CL cs.LG

Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering

Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

Comments ACL2020

2005.01866 2020-05-06 cs.CL

Soft Gazetteers for Low-Resource Named Entity Recognition

Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell

Comments Accepted at ACL 2020

2005.01831 2020-05-06 cs.CL cs.AI cs.LG

Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?

Peter Hase, Mohit Bansal

Comments ACL 2020 (13 pages)

2005.01810 2020-05-06 cs.CL cs.AI

Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words

Josef Klafka, Allyson Ettinger

Comments ACL 2020

2005.01791 2020-05-06 cs.CL

Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction

Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert

Comments Accepted at ACL 2020

2005.01777 2020-05-06 cs.CL cs.AI

ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents

Chia-Yu Li, Daniel Ortega, Dirk Väth, Florian Lux, Lindsey Vanderlyn, Maximilian Schmidt, Michael Neumann, Moritz Völkel, Pavel Denisov, Sabrina Jenne, Zorica Kacarevic, Ngoc Thang Vu

Comments All authors contributed equally. Accepted to be presented at ACL - System demonstrations - 2020

2005.00882 2020-05-06 cs.CL

Improving Truthfulness of Headline Generation

Kazuki Matsumaru, Sho Takase, Naoaki Okazaki

Comments Accepted to ACL 2020

2005.00669 2020-05-06 cs.CL cs.AI

Contrastive Self-Supervised Learning for Commonsense Reasoning

Tassilo Klein, Moin Nabi

Comments To appear at ACL2020

2005.00496 2020-05-06 cs.CL cs.LG

Structured Tuning for Semantic Role Labeling

Tao Li, Parth Anand Jawale, Martha Palmer, Vivek Srikumar

Comments Accepted at ACL 2020

2004.05686 2020-05-06 cs.CL cs.LG

XtremeDistil: Multi-stage Distillation for Massive Multilingual Models

Subhabrata Mukherjee, Ahmed Awadallah

Comments To appear in ACL 2020

1911.03850 2020-05-06 cs.CL cs.AI

Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses

Erfan Sadeqi Azer, Daniel Khashabi, Ashish Sabharwal, Dan Roth

Comments ACL 2020

1909.03042 2020-05-06 cs.CL

Uncertain Natural Language Inference

Tongfei Chen, Zhengping Jiang, Adam Poliak, Keisuke Sakaguchi, Benjamin Van Durme

Comments Accepted to ACL 2020

1907.02684 2020-05-06 cs.CL

Head-Driven Phrase Structure Grammar Parsing on Penn Treebank

Junru Zhou, Hai Zhao

Comments Accepted by ACL 2019

2005.01672 2020-05-05 cs.CL

Evaluating Explanation Methods for Neural Machine Translation

Jierui Li, Lemao Liu, Huayang Li, Guanlin Li, Guoping Huang, Shuming Shi

Comments Accepted to ACL 2020, 9 pages

2005.01655 2020-05-05 cs.CL cs.CV

Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions

Arjun R Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy

Comments ACL 2020

2005.01646 2020-05-05 cs.LG cs.CL

A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing

Kartik Goyal, Chris Dyer, Christopher Warren, Max G'Sell, Taylor Berg-Kirkpatrick

Comments To appear at ACL 2020

2005.01630 2020-05-05 cs.CL

The Paradigm Discovery Problem

Alexander Erdmann, Micha Elsner, Shijie Wu, Ryan Cotterell, Nizar Habash

Comments Forthcoming at ACL 2020

2005.01483 2020-05-05 cs.CL

Using Context in Neural Machine Translation Training Objectives

Danielle Saunders, Felix Stahlberg, Bill Byrne

Comments ACL 2020

2005.01279 2020-05-05 cs.CL cs.LG

Improving Adversarial Text Generation by Modeling the Distant Future

Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, Lawrence Carin

Comments ACL 2020. arXiv admin note: substantial text overlap with arXiv:1811.00696

2005.01229 2020-05-05 cs.CL cs.CR cs.LG

Robust Encodings: A Framework for Combating Adversarial Typos

Erik Jones, Robin Jia, Aditi Raghunathan, Percy Liang

Comments ACL 2020

2005.01218 2020-05-05 cs.CL cs.IR

Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering

Vikas Yadav, Steven Bethard, Mihai Surdeanu

Comments Accepted at ACL 2020 as a long conference paper

2005.01190 2020-05-05 cs.CL

Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models

Kaiji Lu, Piotr Mardziel, Klas Leino, Matt Fedrikson, Anupam Datta

Comments ACL 2020

2005.01172 2020-05-05 cs.CL

Similarity Analysis of Contextual Word Representation Models

John M. Wu, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, Fahim Dalvi, James Glass

Comments Accepted to ACL 2020

2005.01159 2020-05-05 cs.CL

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward

Luyang Huang, Lingfei Wu, Lu Wang

Comments Accepted as a long paper to ACL 2020

2005.01157 2020-05-05 cs.CL cs.AI cs.LG

Out of the Echo Chamber: Detecting Countering Debate Speeches

Matan Orbach, Yonatan Bilu, Assaf Toledo, Dan Lahav, Michal Jacovi, Ranit Aharonov, Noam Slonim

Comments Accepted to ACL 2020 as Long Paper. For the associated debate speeches corpus, see https://www.research.ibm.com/haifa/dept/vst/debating_data.shtml#Debate%20Speech%20Analysis