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EMNLP 2023

2,732 papers

The Self-Contained Negation Test Set

David Kletz, Pascal Amsili, Marie Candito

Introducing VULCAN: A Visualization Tool for Understanding Our Models and Data by Example

Jonas Groschwitz

When Your Language Model Cannot Even Do Determiners Right: Probing for Anti-Presuppositions and the Maximize Presupposition! Principle

Judith Sieker, Sina Zarrieß

Enhancing Interpretability Using Human Similarity Judgements to Prune Word Embeddings

Natalia Flechas Manrique, Wanqian Bao, Aurélie Herbelot, Uri Hasson

Causal Abstraction for Chain-of-Thought Reasoning in Arithmetic Word Problems

Juanhe (TJ) Tan

Investigating Semantic Subspaces of Transformer Sentence Embeddings through Linear Structural Probing

Dmitry Nikolaev, Sebastian Padó

Why Bother with Geometry? On the Relevance of Linear Decompositions of Transformer Embeddings

Timothee Mickus, Raúl Vázquez

Unveiling Multilinguality in Transformer Models: Exploring Language Specificity in Feed-Forward Networks

Sunit Bhattacharya, Ondřej Bojar

Character-Level Chinese Backpack Language Models

Hao Sun, John Hewitt

Self-Consistency of Large Language Models under Ambiguity

Henning Bartsch, Ole Jorgensen, Domenic Rosati, Jason Hoelscher-Obermaier, Jacob Pfau

“Honey, Tell Me What’s Wrong”, Global Explanation of Textual Discriminative Models through Cooperative Generation

Antoine Chaffin, Julien Delaunay

Disentangling the Linguistic Competence of Privacy-Preserving BERT

Stefan Arnold, Nils Kemmerzell, Annika Schreiner

Probing Quantifier Comprehension in Large Language Models: Another Example of Inverse Scaling

Akshat Gupta

Explaining Data Patterns in Natural Language with Language Models

Chandan Singh, John X. Morris, Jyoti Aneja, Alexander Rush, Jianfeng Gao

Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Neel Nanda, Andrew Lee, Martin Wattenberg

Knowledge-Grounded Natural Language Recommendation Explanation

Anthony Colas, Jun Araki, Zhengyu Zhou, Bingqing Wang, Zhe Feng

Analyzing Pre-trained and Fine-tuned Language Models

Marius Mosbach

It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk

Amanda Bertsch, Alex Xie, Graham Neubig, Matthew Gormley

Transformers as Graph-to-Graph Models

James Henderson, Alireza Mohammadshahi, Andrei C. Coman, Lesly Miculicich

Towards Low-resource Language Generation with Limited Supervision

Kaushal Maurya, Maunendra Desarkar

Large Language Models as SocioTechnical Systems

Kaustubh Dhole

Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection

Fatma Elsafoury

The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP

Julian Michael

Computational Narrative Understanding: A Big Picture Analysis

Andrew Piper

Working Towards Digital Documentation of Uralic Languages With Open-Source Tools and Modern NLP Methods

Mika Hämäläinen, Jack Rueter, Khalid Alnajjar, Niko Partanen

Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches

Roman Klinger

BLP-2023 Task 2: Sentiment Analysis

Md. Arid Hasan, Firoj Alam, Anika Anjum, Shudipta Das, Afiyat Anjum

LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language

Aunabil Chakma, Masum Hasan

Embeddings at BLP-2023 Task 2: Optimizing Fine-Tuned Transformers with Cost-Sensitive Learning for Multiclass Sentiment Analysis

S.M Towhidul Islam Tonmoy

UFAL-ULD at BLP-2023 Task 2 Sentiment Classification in Bangla Text

Sourabrata Mukherjee, Atul Kr. Ojha, Ondřej Dušek

Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques.

Rajesh Das, Kabid Yeiad, Moshfiqur Ajmain, Jannatul Maowa, Mirajul Islam

Z-Index at BLP-2023 Task 2: A Comparative Study on Sentiment Analysis

Prerona Tarannum, Md. Arid Hasan, Krishno Dey, Sheak Rashed Haider Noori

Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation

Md Fahim

Semantics Squad at BLP-2023 Task 2: Sentiment Analysis of Bangla Text with Fine Tuned Transformer Based Models

Krishno Dey, Md. Arid Hasan, Prerona Tarannum, Francis Palma

RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers

Pratinav Seth, Rashi Goel, Komal Mathur, Swetha Vemulapalli

EmptyMind at BLP-2023 Task 2: Sentiment Analysis of Bangla Social Media Posts using Transformer-Based Models

Karnis Fatema, Udoy Das, Md Ayon Mia, Md Sajidul Mowla, Mahshar Yahan

Ushoshi2023 at BLP-2023 Task 2: A Comparison of Traditional to Advanced Linguistic Models to Analyze Sentiment in Bangla Texts

Sharun Khushbu, Nasheen Nur, Mohiuddin Ahmed, Nashtarin Nur

nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis

Dhiman Goswami, Md Nishat Raihan, Sadiya Sayara Chowdhury Puspo, Marcos Zampieri

M1437 at BLP-2023 Task 2: Harnessing Bangla Text for Sentiment Analysis: A Transformer-based Approach

Majidur Rahman, Ozlem Uzuner

Knowdee at BLP-2023 Task 2: Improving Bangla Sentiment Analysis Using Ensembled Models with Pseudo-Labeling

Xiaoyi Liu, Mao Teng, SHuangtao Yang, Bo Fu

BanglaNLP at BLP-2023 Task 2: Benchmarking different Transformer Models for Sentiment Analysis of Bangla Social Media Posts

Saumajit Saha, Albert Nanda

BLP-2023 Task 1: Violence Inciting Text Detection (VITD)

Sourav Saha, Jahedul Alam Junaed, Maryam Saleki, Mohamed Rahouti, Nabeel Mohammed

Team_Syrax at BLP-2023 Task 1: Data Augmentation and Ensemble Based Approach for Violence Inciting Text Detection in Bangla

Omar Faruqe Riyad, Trina Chakraborty, Abhishek Dey

NLP_CUET at BLP-2023 Task 1: Fine-grained Categorization of Violence Inciting Text using Transformer-based Approach

Jawad Hossain, Hasan Mesbaul Ali Taher, Avishek Das, Mohammed Moshiul Hoque

Team Error Point at BLP-2023 Task 1: A Comprehensive Approach for Violence Inciting Text Detection using Deep Learning and Traditional Machine Learning Algorithm

Rajesh Das, Jannatul Maowa, Moshfiqur Ajmain, Kabid Yeiad, Mirajul Islam

LowResourceNLU at BLP-2023 Task 1 & 2: Enhancing Sentiment Classification and Violence Incitement Detection in Bangla Through Aggregated Language Models

Hariram Veeramani, Surendrabikram Thapa, Usman Naseem

Semantics Squad at BLP-2023 Task 1: Violence Inciting Bangla Text Detection with Fine-Tuned Transformer-Based Models

Krishno Dey, Prerona Tarannum, Md. Arid Hasan, Francis Palma

UFAL-ULD at BLP-2023 Task 1: Violence Detection in Bangla Text

Sourabrata Mukherjee, Atul Kr. Ojha, Ondřej Dušek

the_linguists at BLP-2023 Task 1: A Novel Informal Bangla Fasttext Embedding for Violence Inciting Text Detection

Md. Tariquzzaman, Md Wasif Kader, Audwit Anam, Naimul Haque, Mohsinul Kabir

SUST_Black Box at BLP-2023 Task 1: Detecting Communal Violence in Texts: An Exploration of MLM and Weighted Ensemble Techniques

Hrithik Shibu, Shrestha Datta, Zhalok Rahman, Shahrab Sami, Md. Sumon Miah

Aambela at BLP-2023 Task 1: Focus on UNK tokens: Analyzing Violence Inciting Bangla Text with Adding Dataset Specific New Word Tokens

Md Fahim

VacLM at BLP-2023 Task 1: Leveraging BERT models for Violence detection in Bangla

Shilpa Chatterjee, P J Leo Evenss, Pramit Bhattacharyya

Mavericks at BLP-2023 Task 1: Ensemble-based Approach Using Language Models for Violence Inciting Text Detection

Saurabh Page, Sudeep Mangalvedhekar, Kshitij Deshpande, Tanmay Chavan, Sheetal Sonawane

Score_IsAll_You_Need at BLP-2023 Task 1: A Hierarchical Classification Approach to Detect Violence Inciting Text using Transformers

Kawsar Ahmed, Md Osama, Md. Sirajul Islam, Md Taosiful Islam, Avishek Das

nlpBDpatriots at BLP-2023 Task 1: Two-Step Classification for Violence Inciting Text Detection in Bangla - Leveraging Back-Translation and Multilinguality

Md Nishat Raihan, Dhiman Goswami, Sadiya Sayara Chowdhury Puspo, Marcos Zampieri

EmptyMind at BLP-2023 Task 1: A Transformer-based Hierarchical-BERT Model for Bangla Violence-Inciting Text Detection

Udoy Das, Karnis Fatema, Md Ayon Mia, Mahshar Yahan, Md Sajidul Mowla

Team CentreBack at BLP-2023 Task 1: Analyzing performance of different machine-learning based methods for detecting violence-inciting texts in Bangla

Refaat Mohammad Alamgir, Amira Haque

BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bangla

Saumajit Saha, Albert Nanda

Pseudo-Labeling for Domain-Agnostic Bangla Automatic Speech Recognition

Rabindra Nath Nandi, Mehadi Menon, Tareq Muntasir, Sagor Sarker, Quazi Sarwar Muhtaseem

Crosslingual Retrieval Augmented In-context Learning for Bangla

Xiaoqian Li, Ercong Nie, Sheng Liang

BaTEClaCor: A Novel Dataset for Bangla Text Error Classification and Correction

Nabilah Oshin, Syed Hoque, Md Fahim, Amin Ahsan Ali, M Ashraful Amin

SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction

Syed Mostofa Monsur, Shariar Kabir, Sakib Chowdhury

Investigating the Effectiveness of Graph-based Algorithm for Bangla Text Classification

Farhan Dehan, Md Fahim, Amin Ahsan Ali, M Ashraful Amin, Akmmahbubur Rahman

Contextual Bangla Neural Stemmer: Finding Contextualized Root Word Representations for Bangla Words

Md Fahim, Amin Ahsan Ali, M Ashraful Amin, Akmmahbubur Rahman

BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech

Alvi Khan, Fida Kamal, Mohammad Abrar Chowdhury, Tasnim Ahmed, Md Tahmid Rahman Laskar

Vio-Lens: A Novel Dataset of Annotated Social Network Posts Leading to Different Forms of Communal Violence and its Evaluation

Sourav Saha, Jahedul Alam Junaed, Maryam Saleki, Arnab Sen Sharma, Mohammad Rashidujjaman Rifat

Assessing Political Inclination of Bangla Language Models

Surendrabikram Thapa, Ashwarya Maratha, Khan Md Hasib, Mehwish Nasim, Usman Naseem

BEmoLexBERT: A Hybrid Model for Multilabel Textual Emotion Classification in Bangla by Combining Transformers with Lexicon Features

Ahasan Kabir, Animesh Roy, Zaima Taheri

Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti

Fardin Ahsan Sakib, A H M Rezaul Karim, Saadat Hasan Khan, Md Mushfiqur Rahman

Low-Resource Text Style Transfer for Bangla: Data & Models

Sourabrata Mukherjee, Akanksha Bansal, Pritha Majumdar, Atul Kr. Ojha, Ondřej Dušek

Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme

Linsheng Guo, Md Habibur Sifat, Tashin Ahmed

Advancing Bangla Punctuation Restoration by a Monolingual Transformer-Based Method and a Large-Scale Corpus

Mehedi Hasan Bijoy, Mir Fatema Afroz Faria, Mahbub E Sobhani, Tanzid Ferdoush, Swakkhar Shatabda

BSpell: A CNN-Blended BERT Based Bangla Spell Checker

Chowdhury Rahman, MD.Hasibur Rahman, Samiha Zakir, Mohammad Rafsan, Mohammed Eunus Ali

Offensive Language Identification in Transliterated and Code-Mixed Bangla

Md Nishat Raihan, Umma Tanmoy, Anika Binte Islam, Kai North, Tharindu Ranasinghe

SuryaKiran at PragTag 2023 - Benchmarking Domain Adaptation using Masked Language Modeling in Natural Language Processing For Specialized Data

Kunal Suri, Prakhar Mishra, Albert Nanda

NUS-IDS at PragTag-2023: Improving Pragmatic Tagging of Peer Reviews through Unlabeled Data

Sujatha Das Gollapalli, Yixin Huang, See-Kiong Ng

MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty

Yoonsang Lee, Dongryeol Lee, Kyomin Jung

DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources

Zhipeng Luo, Jiahui Wang, Yihao Guo

CATALPA_EduNLP at PragTag-2023

Yuning Ding, Marie Bexte, Andrea Horbach

Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews

Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

Semantists at ImageArg-2023: Exploring Cross-modal Contrastive and Ensemble Models for Multimodal Stance and Persuasiveness Classification

Kanagasabai Rajaraman, Hariram Veeramani, Saravanan Rajamanickam, Adam Maciej Westerski, Jung-jae Kim

SPLIT: Stance and Persuasion Prediction with Multi-modal on Image and Textual Information

Jing Zhang, Shaojun Yu, Xuan Li, Jia Geng, Zhiyuan Zheng

Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning

Arushi Sharma, Abhibha Gupta, Maneesh Bilalpur

GC-Hunter at ImageArg Shared Task: Multi-Modal Stance and Persuasiveness Learning

Mohammad Shokri, Sarah Ita Levitan

Webis @ ImageArg 2023: Embedding-based Stance and Persuasiveness Classification

Islam Torky, Simon Ruth, Shashi Sharma, Mohamed Salama, Krishna Chaitanya

A General Framework for Multimodal Argument Persuasiveness Classification of Tweets

Mohammad Soltani, Julia Romberg

TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining

Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi

IUST at ImageArg: The First Shared Task in Multimodal Argument Mining

Melika Nobakhtian, Ghazal Zamaninejad, Erfan Moosavi Monazzah, Sauleh Eetemadi

Overview of ImageArg-2023: The First Shared Task in Multimodal Argument Mining

Zhexiong Liu, Mohamed Elaraby, Yang Zhong, Diane Litman

Unsupervised argument reframing with a counterfactual-based approach

Philipp Heinisch, Dimitry Mindlin, Philipp Cimiano

On the Impact of Reconstruction and Context for Argument Prediction in Natural Debate

Zlata Kikteva, Alexander Trautsch, Patrick Katzer, Mirko Oest, Steffen Herbold

Dimensionality Reduction for Machine Learning-based Argument Mining

Andrés Segura-Tinoco, Iván Cantador

Towards Fine-Grained Argumentation Strategy Analysis in Persuasive Essays

Robin Schaefer, René Knaebel, Manfred Stede

Argument Detection in Student Essays under Resource Constraints

Omid Kashefi, Sophia Chan, Swapna Somasundaran

Legal Argument Extraction from Court Judgements using Integer Linear Programming

Basit Ali, Sachin Pawar, Girish Palshikar, Anindita Sinha Banerjee, Dhirendra Singh

Stance-Aware Re-Ranking for Non-factual Comparative Queries

Jan Heinrich Reimer, Alexander Bondarenko, Maik Fröbe, Matthias Hagen

Constituency Tree Representation for Argument Unit Recognition

Samuel Guilluy, Florian Mehats, Billal Chouli

Teach Me How to Argue: A Survey on NLP Feedback Systems in Argumentation

Camelia Guerraoui, Paul Reisert, Naoya Inoue, Farjana Sultana Mim, Keshav Singh

Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse

Regina Stodden, Laura Kallmeyer, Lea Kawaletz, Heidrun Dorgeloh

Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models

Ramon Ruiz-Dolz, John Lawrence