ACL 2022

1,617 papers

Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model

Lei Chen, Hou Wei Chou

Investigating the Generative Approach for Question Answering in E-Commerce

Kalyani Roy, Vineeth Balapanuru, Tapas Nayak, Pawan Goyal

Clause Topic Classification in German and English Standard Form Contracts

Daniel Braun, Florian Matthes

“Does it come in black?” CLIP-like models are zero-shot recommenders

Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Diogo Goncalves

Structured Extraction of Terms and Conditions from German and English Online Shops

Tobias Schamel, Daniel Braun, Florian Matthes

Robust Product Classification with Instance-Dependent Noise

Huy Nguyen, Devashish Khatwani

OpenBrand: Open Brand Value Extraction from Product Descriptions

Kassem Sabeh, Mouna Kacimi, Johann Gamper

Domain-specific knowledge distillation yields smaller and better models for conversational commerce

Kristen Howell, Jian Wang, Akshay Hazare, Joseph Bradley, Chris Brew

Enhanced Representation with Contrastive Loss for Long-Tail Query Classification in e-commerce

Lvxing Zhu, Hao Chen, Chao Wei, Weiru Zhang

Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction

Wei-Te Chen, Yandi Xia, Keiji Shinzato

Improving Specificity in Review Response Generation with Data-Driven Data Filtering

Tannon Kew, Martin Volk

semiPQA: A Study on Product Question Answering over Semi-structured Data

Xiaoyu Shen, Gianni Barlacchi, Marco Del Tredici, Weiwei Cheng, Adrià Gispert

Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices

Xiaoyu Shen, Gianni Barlacchi, Marco Del Tredici, Weiwei Cheng, Bill Byrne

Product Titles-to-Attributes As a Text-to-Text Task

Gilad Fuchs, Yoni Acriche

CoVA: Context-aware Visual Attention for Webpage Information Extraction

Anurendra Kumar, Keval Morabia, William Wang, Kevin Chang, Alex Schwing

Logical Reasoning for Task Oriented Dialogue Systems

Sajjad Beygi, Maryam Fazel-Zarandi, Alessandra Cervone, Prakash Krishnan, Siddhartha Jonnalagadda

Spelling Correction using Phonetics in E-commerce Search

Fan Yang, Alireza Bagheri Garakani, Yifei Teng, Yan Gao, Jia Liu

Textual Content Moderation in C2C Marketplace

Yusuke Shido, Hsien-Chi Liu, Keisuke Umezawa

Comparative Snippet Generation

Saurabh Jain, Yisong Miao, Min-Yen Kan

Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity

Alireza Bagheri Garakani, Fan Yang, Wen-Yu Hua, Yetian Chen, Michinari Momma

CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost

Bo Dong, Yiyi Wang, Hanbo Sun, Yunji Wang, Alireza Hashemi

Data Quality Estimation Framework for Faster Tax Code Classification

Ravi Kondadadi, Allen Williams, Nicolas Nicolov

Leveraging Seq2seq Language Generation for Multi-level Product Issue Identification

Yang Liu, Varnith Chordia, Hua Li, Siavash Fazeli Dehkordy, Yifei Sun

Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation

Zeming Wang, Yanyan Zou, Yuejian Fang, Hongshen Chen, Mian Ma

DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce

Ipsita Mohanty

Overview of Abusive Comment Detection in Tamil-ACL 2022

Ruba Priyadharshini, Bharathi Raja Chakravarthi, Subalalitha Chinnaudayar Navaneethakrishnan, Thenmozhi Durairaj, Malliga Subramanian

Findings of the Shared Task on Multi-task Learning in Dravidian Languages

Bharathi Raja Chakravarthi, Ruba Priyadharshini, CN Subalalitha, Sangeetha Sivanesan, Malliga Subramanian

Findings of the Shared Task on Emotion Analysis in Tamil

Anbukkarasi Sampath, Thenmozhi Durairaj, Bharathi Raja Chakravarthi, Ruba Priyadharshini, Subalalitha Cn

Overview of the Shared Task on Machine Translation in Dravidian Languages

Anand Kumar Madasamy, Asha Hegde, Shubhanker Banerjee, Bharathi Raja Chakravarthi, Ruba Priyadharshini

Findings of the Shared Task on Offensive Span Identification fromCode-Mixed Tamil-English Comments

Manikandan Ravikiran, Bharathi Raja Chakravarthi, Anand Kumar Madasamy, Sangeetha Sivanesan, Ratnavel Rajalakshmi

Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages

Premjith B, Bharathi Raja Chakravarthi, Malliga Subramanian, Bharathi B, Soman Kp

DLRG@TamilNLP-ACL2022: Offensive Span Identification in Tamil usingBiLSTM-CRF approach

Ratnavel Rajalakshmi, Mohit More, Bhamatipati Shrikriti, Gitansh Saharan, Hanchate Samyuktha

Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction

Manikandan Ravikiran, Bharathi Raja Chakravarthi

Optimize_Prime@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil

Shantanu Patankar, Omkar Gokhale, Onkar Litake, Aditya Mandke, Dipali Kadam

Optimize_Prime@DravidianLangTech-ACL2022: Emotion Analysis in Tamil

Omkar Gokhale, Shantanu Patankar, Onkar Litake, Aditya Mandke, Dipali Kadam

COMBATANT@TamilNLP-ACL2022: Fine-grained Categorization of Abusive Comments using Logistic Regression

Alamgir Hossain, Mahathir Bishal, Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque

Aanisha@TamilNLP-ACL2022:Abusive Detection in Tamil

Aanisha Bhattacharyya

DLRG@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil using Multilingual Transformer Models

Ratnavel Rajalakshmi, Ankita Duraphe, Antonette Shibani

CUET-NLP@TamilNLP-ACL2022: Multi-Class Textual Emotion Detection from Social Media using Transformer

Nasehatul Mustakim, Rabeya Rabu, Golam Md. Mursalin, Eftekhar Hossain, Omar Sharif

CUET-NLP@DravidianLangTech-ACL2022: Exploiting Textual Features to Classify Sentiment of Multimodal Movie Reviews

Nasehatul Mustakim, Nusratul Jannat, Md Hasan, Eftekhar Hossain, Omar Sharif

Sentiment Analysis on Code-Switched Dravidian Languages with Kernel Based Extreme Learning Machines

Mithun Kumar S R, Lov Kumar, Aruna Malapati

PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages

Aditya Vyawahare, Rahul Tangsali, Aditya Mandke, Onkar Litake, Dipali Kadam

CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes

Md Hasan, Nusratul Jannat, Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque

Varsini_and_Kirthanna@DravidianLangTech-ACL2022-Emotional Analysis in Tamil

Varsini S, Kirthanna Rajan, Angel S, Rajalakshmi Sivanaiah, Sakaya Milton Rajendram

SSNCSE NLP@TamilNLP-ACL2022: Transformer based approach for detection of abusive comment for Tamil language

Bharathi B, Josephine Varsha

BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil

Achyuta V, Mithun Kumar S R, Aruna Malapati, Lov Kumar

MUCS@DravidianLangTech@ACL2022: Ensemble of Logistic Regression Penalties to Identify Emotions in Tamil Text

Asha Hegde, Sharal Coelho, Hosahalli Shashirekha

BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil

Bhavish Pahwa

SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models

Shruthi Hariprasad, Sarika Esackimuthu, Saritha Madhavan, Rajalakshmi Sivanaiah, Angel Deborah Suseelan

SSNCSE_NLP@TamilNLP-ACL2022: Transformer based approach for Emotion analysis in Tamil language

Bharathi B, Josephine Varsha

Translation Techies @DravidianLangTech-ACL2022-Machine Translation in Dravidian Languages

Piyushi Goyal, Musica Supriya, Dinesh U, Ashalatha Nayak

PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE

Gayathri G L, Krithika Swaminathan, Divyasri K, Thenmozhi Durairaj, Bharathi B

PANDAS@TamilNLP-ACL2022: Emotion Analysis in Tamil Text using Language Agnostic Embeddings

Divyasri K, Gayathri G L, Krithika Swaminathan, Thenmozhi Durairaj, Bharathi B

IIITDWD@TamilNLP-ACL2022: Transformer-based approach to classify abusive content in Dravidian Code-mixed text

Shankar Biradar, Sunil Saumya

GJG@TamilNLP-ACL2022: Using Transformers for Abusive Comment Classification in Tamil

Gaurang Prasad, Janvi Prasad, Gunavathi C

GJG@TamilNLP-ACL2022: Emotion Analysis and Classification in Tamil using Transformers

Janvi Prasad, Gaurang Prasad, Gunavathi C

TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification

Rabindra Nath Nandi, Firoj Alam, Preslav Nakov

NITK-IT_NLP@TamilNLP-ACL2022: Transformer based model for Toxic Span Identification in Tamil

Hariharan LekshmiAmmal, Manikandan Ravikiran, Anand Kumar Madasamy

CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm

Prasanth S N, R Aswin Raj, Adhithan P, Premjith B, Soman Kp

MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM

Fazlourrahman Balouchzahi, Anusha Gowda, Hosahalli Shashirekha, Grigori Sidorov

JudithJeyafreedaAndrew@TamilNLP-ACL2022:CNN for Emotion Analysis in Tamil

Judith Jeyafreeda Andrew

hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification

Mithun Das, Somnath Banerjee, Animesh Mukherjee

UMUTeam@TamilNLP-ACL2022: Abusive Detection in Tamil using Linguistic Features and Transformers

José García-Díaz, Manuel Valencia-Garcia, Rafael Valencia-García

UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil

José García-Díaz, Miguel Ángel Rodríguez García, Rafael Valencia-García

DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil

Vasanth Palanikumar, Sean Benhur, Adeep Hande, Bharathi Raja Chakravarthi

TamilATIS: Dataset for Task-Oriented Dialog in Tamil

Ramaneswaran S, Sanchit Vijay, Kathiravan Srinivasan

MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages

Gokul Karthik Kumar, Abhishek Gehlot, Sahal Shaji Mullappilly, Karthik Nandakumar

A Dataset for Detecting Humor in Telugu Social Media Text

Sriphani Bellamkonda, Maithili Lohakare, Shaswat Patel

BERT-Based Sequence Labelling Approach for Dependency Parsing in Tamil

C S Ayush Kumar, Advaith Maharana, Srinath Murali, Premjith B, Soman Kp

Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents

Carl Strathearn, Dimitra Gkatzia

Handling Comments in Documents through Interactions

Elnaz Nouri, Carlos Toxtli

TRUE: Re-evaluating Factual Consistency Evaluation

Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansy

DialDoc 2022 Shared Task: Open-Book Document-grounded Dialogue Modeling

Song Feng, Siva Patel, Hui Wan

R3 : Refined Retriever-Reader pipeline for Multidoc2dial

Srijan Bansal, Suraj Tripathi, Sumit Agarwal, Sireesh Gururaja, Aditya Srikanth Veerubhotla

Docalog: Multi-document Dialogue System using Transformer-based Span Retrieval

Sayed Hesam Alavian, Ali Satvaty, Sadra Sabouri, Ehsaneddin Asgari, Hossein Sameti

Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model

Yunah Jang, Dongryeol Lee, Hyung Joo Park, Taegwan Kang, Hwanhee Lee

A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation

Minjun Zhu, Bin Li, Yixuan Weng, Fei Xia

Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout

Kun Li, Tianhua Zhang, Liping Tang, Junan Li, Hongyuan Lu

UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents

Yiwei Jiang, Amir Hadifar, Johannes Deleu, Thomas Demeester, Chris Develder

G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents

Shiwei Zhang, Yiyang Du, Guanzhong Liu, Zhao Yan, Yunbo Cao

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata

Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System

Takashi Kodama, Ribeka Tanaka, Sadao Kurohashi

Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model

Zhaodong Wang, Kazunori Komatani

Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval

Yosi Mass, Doron Cohen, Asaf Yehudai, David Konopnicki

Conversation- and Tree-Structure Losses for Dialogue Disentanglement

Tianda Li, Jia-Chen Gu, Zhen-Hua Ling, Quan Liu

Parameter-Efficient Abstractive Question Answering over Tables or Text

Vaishali Pal, Evangelos Kanoulas, Maarten de Rijke

Pseudo Ambiguous and Clarifying Questions Based on Sentence Structures Toward Clarifying Question Answering System

Yuya Nakano, Seiya Kawano, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura

Low-Resource Adaptation of Open-Domain Generative Chatbots

Greyson Gerhard-Young, Raviteja Anantha, Srinivas Chappidi, Bjorn Hoffmeister

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues

Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi

MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization

Xiachong Feng, Xiaocheng Feng, Bing Qin

What Makes Good In-Context Examples for GPT-3?

Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin

On Masked Language Models for Contextual Link Prediction

Angus Brayne, Maciej Wiatrak, Dane Corneil

Fast Few-shot Debugging for NLU Test Suites

Christopher Malon, Kai Li, Erik Kruus

Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning

Yerram Varun, Aayush Sharma, Vivek Gupta

KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data

Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Ryutaro Ichise

Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems

Ankur Padia, Francis Ferraro, Tim Finin

Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods

Luigi Asprino, Luana Bulla, Stefano De Giorgis, Aldo Gangemi, Ludovica Marinucci

Query Generation with External Knowledge for Dense Retrieval

Sukmin Cho, Soyeong Jeong, Wonsuk Yang, Jong Park

How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions?

Seongmin Mun, Guillaume Desagulier

Cross-lingual Semantic Role Labelling with the Valpal database knowledge

Chinmay Choudhary, Colm O’riordan