COLING 2020

1,035 papers

The FinSim 2020 Shared Task: Learning Semantic Representations for the Financial Domain

Ismail El Maarouf, Youness Mansar, Virginie Mouilleron, Dialekti Valsamou-Stanislawski

Subtl.ai at the FinSBD-2 task: Document Structure Identification by Paying Attention

Abhishek Arora, Aman Khullar, Sarath Chandra Pakala, Vishnu Ramesh, Manish Shrivastava

Daniel at the FinSBD-2 Task: Extracting List and Sentence Boundaries from PDF Documents, a model-driven approach to PDF document analysis

Emmanuel Giguet, Gaël Lejeune

aiai at the FinSBD-2 Task: Sentence, list and Item Boundary Detection and Items classification of Financial Texts Using Data Augmentation and Attention

Ke Tian, Hua Chen, jie Yang

PublishInCovid19 at the FinSBD-2 Task: Sentence and List Extraction in Noisy PDF Text Using a Hybrid Deep Learning and Rule-Based Approach

Janvijay Singh

FinSBD-2020: The 2nd Shared Task on Sentence Boundary Detection in Unstructured Text in the Financial Domain

Willy Au, Bianca Chong, Abderrahim Ait Azzi, Dialekti Valsamou-Stanislawski

Using Extractive Lexicon-based Sentiment Analysis to Enhance Understanding ofthe Impact of Non-GAAP Measures in Financial Reporting

Stacey Taylor, Vlado Keselj

Unsupervised Discovery of Firm-Level Variables in Earnings Call Transcript Embeddings

Daniel Edmiston, Ziho Park

Learning Company Embeddings from Annual Reports for Fine-grained Industry Characterization

Tomoki Ito, Jose Camacho Collados, Hiroki Sakaji, Steven Schockaert

A Semantic Approach to Financial Fundamentals

Jiafeng Chen, Suproteem Sarkar

Detecting Omissions of Risk Factors in Company Annual Reports

Corentin Masson, Syrielle Montariol

Variations in Word Usage for the Financial Domain

Syrielle Montariol, Alexandre Allauzen, Asanobu Kitamoto

Financial News Annotation by Weakly-Supervised Hierarchical Multi-label Learning

Hang Jiang, Zhongchen Miao, Yuefeng Lin, Chenyu Wang, Mengjun Ni

Distinctive Slogan Generation with Reconstruction

Shotaro Misawa, Yasuhide Miura, Tomoki Taniguchi, Tomoko Ohkuma

Ryo Shimura, Shotaro Misawa, Masahiro Sato, Tomoki Taniguchi, Tomoko Ohkuma

Janusz Tracz, Piotr Iwo Wójcik, Kalina Jasinska-Kobus, Riccardo Belluzzo, Robert Mroczkowski

On a Chatbot Navigating a User through a Concept-Based Knowledge Model

Boris Galitsky, Dmitry Ilvovsky, Elizaveta Goncharova

Benchmarking Automated Review Response Generation for the Hospitality Domain

Tannon Kew, Michael Amsler, Sarah Ebling

Interrupt me Politely: Recommending Products and Services by Joining Human Conversation

Boris Galitsky, Dmitry Ilvovsky

Bilingual Transfer Learning for Online Product Classification

Erik Lehmann, András Simonyi, Lukas Henkel, Jörn Franke

Multi-label classification of promotions in digital leaflets using textual and visual information

Roberto Arroyo, David Jiménez-Cabello, Javier Martínez-Cebrián

E-Commerce Content and Collaborative-based Recommendation using K-Nearest Neighbors and Enriched Weighted Vectors

Bardia Rafieian, Marta R. Costa-jussà

Representing constructional metaphors

Pavlina Kalm, Michael Regan, Sook-kyung Lee, Chris Peverada, William Croft

Semantic parsing with fuzzy meaning representations

Pavlo Kapustin, Michael Kapustin

InfoForager: Leveraging Semantic Search with AMR for COVID-19 Research

Claire Bonial, Stephanie M. Lukin, David Doughty, Steven Hill, Clare Voss

K-SNACS: Annotating Korean Adposition Semantics

Jena D. Hwang, Hanwool Choe, Na-Rae Han, Nathan Schneider

Refining Implicit Argument Annotation for UCCA

Ruixiang Cui, Daniel Hershcovich

Cross-lingual annotation: a road map for low- and no-resource languages

Meagan Vigus, Jens E. L. Van Gysel, Tim O’Gorman, Andrew Cowell, Rosa Vallejos

Building Korean Abstract Meaning Representation Corpus

Hyonsu Choe, Jiyoon Han, Hyejin Park, Tae Hwan Oh, Hansaem Kim

Separating Argument Structure from Logical Structure in AMR

Johan Bos

A Continuation Semantics for Abstract Meaning Representation

Kenneth Lai, Lucia Donatelli, James Pustejovsky

A Dataset for Anaphora Analysis in French Emails

Hani Guenoune, Kevin Cousot, Mathieu Lafourcade, Melissa Mekaoui, Cédric Lopez

Sequence-to-Sequence Networks Learn the Meaning of Reflexive Anaphora

Robert Frank, Jackson Petty

Coreference Strategies in English-German Translation

Ekaterina Lapshinova-Koltunski, Marie-Pauline Krielke, Christian Hardmeier

Resolving Pronouns in Twitter Streams: Context can Help!

Anietie Andy, Chris Callison-Burch, Derry Tanti Wijaya

Reference in Team Communication for Robot-Assisted Disaster Response: An Initial Analysis

Natalia Skachkova, Ivana Kruijff-Korbayova

Enhanced Labelling in Active Learning for Coreference Resolution

Vebjørn Espeland, Beatrice Alex, Benjamin Bach

Neural Coreference Resolution for Arabic

Abdulrahman Aloraini, Juntao Yu, Massimo Poesio

Partially-supervised Mention Detection

Lesly Miculicich, James Henderson

A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and News

Corbèn Poot, Andreas van Cranenburgh

Reference to Discourse Topics: Introducing “Global” Shell Nouns

Fabian Simonjetz

Integrating knowledge graph embeddings to improve mention representation for bridging anaphora resolution

Onkar Pandit, Pascal Denis, Liva Ralaivola

TwiConv: A Coreference-annotated Corpus of Twitter Conversations

Berfin Aktas, Annalena Kohnert

Sequence to Sequence Coreference Resolution

Gorka Urbizu, Ander Soraluze, Olatz Arregi

Predicting Coreference in Abstract Meaning Representations

Tatiana Anikina, Alexander Koller, Michael Roth

Anaphoric Zero Pronoun Identification: A Multilingual Approach

Abdulrahman Aloraini, Massimo Poesio

It’s absolutely divine! Can fine-grained sentiment analysis benefit from coreference resolution?

Orphee De Clercq, Véronique Hoste

E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks

Nikolaos Stylianou, Ioannis Vlahavas

Automatic Word Association Norms (AWAN)

Jorge Reyes-Magaña, Gerardo Sierra Martínez, Gemma Bel-Enguix, Helena Gómez-adorno

Contextualized Word Embeddings Encode Aspects of Human-Like Word Sense Knowledge

Sathvik Nair, Mahesh Srinivasan, Stephan Meylan

Characterizing Dynamic Word Meaning Representations in the Brain

Nora Aguirre-Celis, Risto Miikkulainen

Translating Collocations: The Need for Task-driven Word Associations

Oi Yee Kwong

Schwa-deletion in German noun-noun compounds

Tom S Juzek, Jana Haeussler

Bilingual Lexical Access and Cognate Idiom Comprehension

Eve Fleisig

Speech Disfluencies occur at Higher Perplexities

Priyanka Sen

Definition Extraction Feature Analysis: From Canonical to Naturally-Occurring Definitions

Mireia Roig Mirapeix, Luis Espinosa Anke, Jose Camacho-Collados

Leveraging Contextual Embeddings and Idiom Principle for Detecting Idiomaticity in Potentially Idiomatic Expressions

Reyhaneh Hashempour, Aline Villavicencio

CogALex-VI Shared Task: Bidirectional Transformer based Identification of Semantic Relations

Saurav Karmakar, John McCrae

CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification

Lennart Wachowiak, Christian Lang, Barbara Heinisch, Dagmar Gromann

Extracting meaning by idiomaticity: Description of the HSemID system at CogALex VI (2020)

Jean-Pierre Colson

The CogALex Shared Task on Monolingual and Multilingual Identification of Semantic Relations

Rong Xiang, Emmanuele Chersoni, Luca Iacoponi, Enrico Santus

Less is Better: A cognitively inspired unsupervised model for language segmentation

Jinbiao Yang, Stefan L. Frank, Antal van den Bosch

General patterns and language variation: Word frequencies across English, German, and Chinese

Annika Tjuka

Investigating Rich Feature Sources for Conceptual Representation Encoding

Lu Cao, Yulong Chen, Dandan Huang, Yue Zhang

Individual corpora predict fast memory retrieval during reading

Markus J. Hofmann, Lara Müller, Andre Rölke, Ralph Radach, Chris Biemann

Creating a Domain-diverse Corpus for Theory-based Argument Quality Assessment

Lily Ng, Anne Lauscher, Joel Tetreault, Courtney Napoles

Style Analysis of Argumentative Texts by Mining Rhetorical Devices

Khalid Al Khatib, Viorel Morari, Benno Stein

Annotating argumentation in Swedish social media

Anna Lindahl

Use of Claim Graphing and Argumentation Schemes in Biomedical Literature: A Manual Approach to Analysis

Eli Moser, Robert E. Mercer

Argument from Old Man’s View: Assessing Social Bias in Argumentation

Maximilian Spliethöver, Henning Wachsmuth

ECHR: Legal Corpus for Argument Mining

Prakash Poudyal, Jaromir Savelka, Aagje Ieven, Marie Francine Moens, Teresa Gonçalves

News Aggregation with Diverse Viewpoint Identification Using Neural Embeddings and Semantic Understanding Models

Mark Carlebach, Ria Cheruvu, Brandon Walker, Cesar Ilharco Magalhaes, Sylvain Jaume

Annotation and Detection of Arguments in Tweets

Robin Schaefer, Manfred Stede

Aspect-Based Argument Mining

Dietrich Trautmann

Exploring Morality in Argumentation

Jonathan Kobbe, Ines Rehbein, Ioana Hulpuș, Heiner Stuckenschmidt

Semi-Supervised Cleansing of Web Argument Corpora

Jonas Dorsch, Henning Wachsmuth

Annotating Topics, Stance, Argumentativeness and Claims in Dutch Social Media Comments: A Pilot Study

Nina Bauwelinck, Els Lefever

DebateSum: A large-scale argument mining and summarization dataset

Allen Roush, Arvind Balaji

Regularized Graph Convolutional Networks for Short Text Classification

Kshitij Tayal, Nikhil Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian

Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks

Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy Chen

ScopeIt: Scoping Task Relevant Sentences in Documents

Barun Patra, Vishwas Suryanarayanan, Chala Fufa, Pamela Bhattacharya, Charles Lee

Model-agnostic Methods for Text Classification with Inherent Noise

Kshitij Tayal, Rahul Ghosh, Vipin Kumar

Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance

Gargi Roy, Lipika Dey, Mohammad Shakir, Tirthankar Dasgupta

An Industry Evaluation of Embedding-based Entity Alignment

Ziheng Zhang, Hualuo Liu, Jiaoyan Chen, Xi Chen, Bo Liu

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers

Yousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward

Extreme Model Compression for On-device Natural Language Understanding

Kanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin

Assessing Social License to Operate from the Public Discourse on Social Media

Chang Xu, Cecile Paris, Ross Sparks, Surya Nepal, Keith VanderLinden

hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text Normalization

Piyush Makhija, Ankit Kumar, Anuj Gupta

Misspelling Detection from Noisy Product Images

Varun Nagaraj Rao, Mingwei Shen

Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention

Mingda Li, Xinyue Liu, Weitong Ruan, Luca Soldaini, Wael Hamza

Delexicalized Paraphrase Generation

Boya Yu, Konstantine Arkoudas, Wael Hamza

Towards building a Robust Industry-scale Question Answering System

Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian

Interactive Question Clarification in Dialogue via Reinforcement Learning

Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo

Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data

Ankit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez

An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation

Pawel Bujnowski, Kseniia Ryzhova, Hyungtak Choi, Katarzyna Witkowska, Jaroslaw Piersa

Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems

Enrico Palumbo, Andrea Mezzalira, Cristina Marco, Alessandro Manzotti, Daniele Amberti

Query Distillation: BERT-based Distillation for Ensemble Ranking

Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo

Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances

Tobias Falke, Markus Boese, Daniil Sorokin, Caglar Tirkaz, Patrick Lehnen

Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems

Shailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin

Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models

Lizhen Tan, Olga Golovneva