EMNLP 2023

2,732 papers

Dialogue-based generation of self-driving simulation scenarios using Large Language Models

Antonio Valerio Miceli Barone, Craig Innes, Alex Lascarides

A Hybrid of Rule-based and Transformer-based Approaches for Relation Extraction in Biodiversity Literature

Roselyn Gabud, Portia Lapitan, Vladimir Mariano, Eduardo Mendoza, Nelson Pampolina

Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data

Sebastian Steindl, Ulrich Schäfer, Bernd Ludwig

Complementary Roles of Inference and Language Models in QA

Liang Cheng, Mohammad Javad Hosseini, Mark Steedman

Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity

Jiasheng Gu, Zifan Nan, Zhiyuan Peng, Xipeng Shen, Dongkuan Xu

Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels

Danilo Neves Ribeiro, Jack Goetz, Omid Abdar, Mike Ross, Annie Dong

Generating Irish Text with a Flexible Plug-and-Play Architecture

Simon Mille, Elaine Uí Dhonnchadha, Lauren Cassidy, Brian Davis, Stamatia Dasiopoulou

A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering

Zhen Han, Yue Feng, Mingming Sun

LEAF: Linguistically Enhanced Event Temporal Relation Framework

Stanley Lim, Da Yin, Nanyun Peng

Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents

Pawan Rajpoot, Ankur Parikh

Towards Explainable and Accessible AI

Brandon Duderstadt, Yuvanesh Anand

trlX: A Framework for Large Scale Open Source RLHF

Louis Castricato

SEA-LION (Southeast Asian Languages In One Network): A Family of Southeast Asian Language Models

David Ong, Peerat Limkonchotiwat

GPTCache: An Open-Source Semantic Cache for LLM Applications Enabling Faster Answers and Cost Savings

Fu Bang

Antarlekhaka: A Comprehensive Tool for Multi-task Natural Language Annotation

Hrishikesh Terdalkar, Arnab Bhattacharya

PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data

Shubhanshu Mishra, Jana Diesner

News Signals: An NLP Library for Text and Time Series

Chris Hokamp, Demian Ghalandari, Parsa Ghaffari

nerblackbox: A High-level Library for Named Entity Recognition in Python

Felix Stollenwerk

Using Captum to Explain Generative Language Models

Vivek Miglani, Aobo Yang, Aram Markosyan, Diego Garcia-Olano, Narine Kokhlikyan

torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP

Yoshitomo Matsubara

Improving NER Research Workflows with SeqScore

Constantine Lignos, Maya Kruse, Andrew Rueda

DeepZensols: A Deep Learning Natural Language Processing Framework for Experimentation and Reproducibility

Paul Landes, Barbara Di Eugenio, Cornelia Caragea

Rumour Detection in the Wild: A Browser Extension for Twitter

Andrej Jovanovic, Bjorn Ross

An Open-source Web-based Application for Development of Resources and Technologies in Underresourced Languages

Siddharth Singh, Shyam Ratan, Neerav Mathur, Ritesh Kumar

SOTASTREAM: A Streaming Approach to Machine Translation Training

Matt Post, Thamme Gowda, Roman Grundkiewicz, Huda Khayrallah, Rohit Jain

AWARE-TEXT: An Android Package for Mobile Phone Based Text Collection and On-Device Processing

Salvatore Giorgi, Garrick Sherman, Douglas Bellew, Sharath Chandra Guntuku, Lyle Ungar

nanoT5: Fast & Simple Pre-training and Fine-tuning of T5 Models with Limited Resources

Piotr Nawrot

Two Decades of the ACL Anthology: Development, Impact, and Open Challenges

Marcel Bollmann, Nathan Schneider, Arne Köhn, Matt Post

Beyond the Repo: A Case Study on Open Source Integration with GECToR

Sanjna Kashyap, Zhaoyang Xie, Kenneth Steimel, Nitin Madnani

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

Andrew Zhu, Liam Dugan, Alyssa Hwang, Chris Callison-Burch

GPT4All: An Ecosystem of Open Source Compressed Language Models

Yuvanesh Anand, Zach Nussbaum, Adam Treat, Aaron Miller, Richard Guo

Zelda Rose: a tool for hassle-free training of transformer models

Loïc Grobol

Empowering Knowledge Discovery from Scientific Literature: A novel approach to Research Artifact Analysis

Petros Stavropoulos, Ioannis Lyris, Natalia Manola, Ioanna Grypari, Haris Papageorgiou

PyThaiNLP: Thai Natural Language Processing in Python

Wannaphong Phatthiyaphaibun, Korakot Chaovavanich, Charin Polpanumas, Arthit Suriyawongkul, Lalita Lowphansirikul

Deepparse : An Extendable, and Fine-Tunable State-Of-The-Art Library for Parsing Multinational Street Addresses

David Beauchemin, Marouane Yassine

Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models

Michael Günther, Louis Milliken, Jonathan Geuter, Georgios Mastrapas, Bo Wang

calamanCy: A Tagalog Natural Language Processing Toolkit

Lester James V. Miranda

Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses

Linzi Xing, Brad Hackinen, Giuseppe Carenini

A Comparative Study of Prompting Strategies for Legal Text Classification

Ali Hakimi Parizi, Yuyang Liu, Prudhvi Nokku, Sina Gholamian, David Emerson

AsyLex: A Dataset for Legal Language Processing of Refugee Claims

Claire Barale, Mark Klaisoongnoen, Pasquale Minervini, Michael Rovatsos, Nehal Bhuta

On the Potential and Limitations of Few-Shot In-Context Learning to Generate Metamorphic Specifications for Tax Preparation Software

Dananjay Srinivas, Rohan Das, Saeid Tizpaz-Niari, Ashutosh Trivedi, Maria Leonor Pacheco

Large Language Models are legal but they are not: Making the case for a powerful LegalLLM

Thanmay Jayakumar, Fauzan Farooqui, Luqman Farooqui

Transferring Legal Natural Language Inference Model from a US State to Another: What Makes It So Hard?

Alice Kwak, Gaetano Forte, Derek Bambauer, Mihai Surdeanu

Super-SCOTUS: A multi-sourced dataset for the Supreme Court of the US

Biaoyan Fang, Trevor Cohn, Timothy Baldwin, Lea Frermann

Joint Learning for Legal Text Retrieval and Textual Entailment: Leveraging the Relationship between Relevancy and Affirmation

Nguyen Hai Long, Thi Hai Yen Vuong, Ha Thanh Nguyen, Xuan-Hieu Phan

Retrieval-Augmented Chain-of-Thought in Semi-structured Domains

Vaibhav Mavi, Abulhair Saparov, Chen Zhao

Exploration of Open Large Language Models for eDiscovery

Sumit Pai, Sounak Lahiri, Ujjwal Kumar, Krishanu Baksi, Elijah Soba

Automatic Anonymization of Swiss Federal Supreme Court Rulings

Joel Niklaus, Robin Mamié, Matthias Stürmer, Daniel Brunner, Marcel Gygli

Low-Resource Deontic Modality Classification in EU Legislation

Kristina Minkova, Shashank M Chakravarthy, Gijs van Dijck

Legal NLP Meets MiCAR: Advancing the Analysis of Crypto White Papers

Carolina Camassa

Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA

Cheol Ryu, Seolhwa Lee, Subeen Pang, Chanyeol Choi, Hojun Choi

Connecting Symbolic Statutory Reasoning with Legal Information Extraction

Nils Holzenberger, Benjamin Van Durme

Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder’s Perspective

Anmol Singhal, Preethu Rose Anish, Shirish Karande, Smita Ghaisas

Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling

Yan Shvartzshanider, Ananth Balashankar, Thomas Wies, Lakshminarayanan Subramanian

Legal Judgment Prediction: If You Are Going to Do It, Do It Right

Masha Medvedeva, Pauline Mcbride

Questions about Contracts: Prompt Templates for Structured Answer Generation

Adam Roegiest, Radha Chitta, Jonathan Donnelly, Maya Lash, Alexandra Vtyurina

Mixed-domain Language Modeling for Processing Long Legal Documents

Wenyue Hua, Yuchen Zhang, Zhe Chen, Josie Li, Melanie Weber

Italian Legislative Text Classification for Gazzetta Ufficiale

Marco Rovera, Alessio Palmero Aprosio, Francesco Greco, Mariano Lucchese, Sara Tonelli

Pretrained Language Models v. Court Ruling Predictions: A Case Study on a Small Dataset of French Court of Appeal Rulings

Olivia Vaudaux, Caroline Bazzoli, Maximin Coavoux, Géraldine Vial, Étienne Vergès

Do Language Models Learn about Legal Entity Types during Pretraining?

Claire Barale, Michael Rovatsos, Nehal Bhuta

Long Text Classification using Transformers with Paragraph Selection Strategies

Mohit Tuteja, Daniel González Juclà

NOMOS: Navigating Obligation Mining in Official Statutes

Andrea Pennisi, Elvira González Hernández, Nina Koivula

Anthropomorphization of AI: Opportunities and Risks

Ameet Deshpande, Tanmay Rajpurohit, Karthik Narasimhan, Ashwin Kalyan

Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer

Jinhyeong Lim, Hyun-Je Song

Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value

Jingyi He, Meng Cao, Jackie Chi Kit CHEUNG

DebateKG – Automatic Policy Debate Case Creation with Semantic Knowledge Graphs

Allen Roush, David Mezzetti

Supervising the Centroid Baseline for Extractive Multi-Document Summarization

Simão Gonçalves, Gonçalo Correia, Diogo Pernes, Afonso Mendes

Generating Extractive and Abstractive Summaries in Parallel from Scientific Articles Incorporating Citing Statements

Sudipta Singha Roy, Robert E. Mercer

From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Griffin Adams, Alex Fabbri, Faisal Ladhak, Eric Lehman, Noemie Elhadad

In-context Learning of Large Language Models for Controlled Dialogue Summarization: A Holistic Benchmark and Empirical Analysis

Yuting Tang, Ratish Puduppully, Zhengyuan Liu, Nancy Chen

Summarization-based Data Augmentation for Document Classification

Yueguan Wang, Naoki Yoshinaga

Extract, Select and Rewrite: A Modular Sentence Summarization Method

Shuo Guan, Vishakh Padmakumar

SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism

Mehwish Fatima, Tim Kolber, Katja Markert, Michael Strube

Zero-Shot Cross-Lingual Summarization via Large Language Models

Jiaan Wang, Yunlong Liang, Fandong Meng, Beiqi Zou, Zhixu Li

Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Jiaan Wang, Yunlong Liang, Fandong Meng, Zengkui Sun, Haoxiang Shi

Findings of the 1st Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2023

Francesco Tinner, David Ifeoluwa Adelani, Chris Emezue, Mammad Hajili, Omer Goldman

CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval

Jindřich Helcl, Jindřich Libovický

Generating Continuations in Multilingual Idiomatic Contexts

Rhitabrat Pokharel, Ameeta Agrawal

Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval

Jinrui Yang, Timothy Baldwin, Trevor Cohn

Embedding Structure Matters: Comparing Methods to Adapt Multilingual Vocabularies to New Languages

C.M. Downey, Terra Blevins, Nora Goldfine, Shane Steinert-Threlkeld

UD-MULTIGENRE – a UD-Based Dataset Enriched with Instance-Level Genre Annotations

Vera Danilova, Sara Stymne

Contrastive Learning for Universal Zero-Shot NLI with Cross-Lingual Sentence Embeddings

Md Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, Mohammad Shamsul Arefin, Yasuhiko Morimoto

Learning to translate by learning to communicate

C.M. Downey, Xuhui Zhou, Leo Z. Liu, Shane Steinert-Threlkeld

Code-switching as a cross-lingual Training Signal: an Example with Unsupervised Bilingual Embedding

Félix Gaschi, Ilias El-Baamrani, Barbara Gendron, Parisa Rastin, Yannick Toussaint

CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages

Gabriel Oliveira dos Santos, Diego Alysson Braga Moreira, Alef Iury Ferreira, Jhessica Silva, Luiz Pereira

Does the English Matter? Elicit Cross-lingual Abilities of Large Language Models

Leonardo Ranaldi, Giulia Pucci

Task-Based MoE for Multitask Multilingual Machine Translation

Hai Pham, Young Jin Kim, Subhabrata Mukherjee, David P. Woodruff, Barnabás Póczos

Geographic and Geopolitical Biases of Language Models

Fahim Faisal, Antonios Anastasopoulos

Improving Cross-Lingual Transfer for Open Information Extraction with Linguistic Feature Projection

Youmi Ma, Bhushan Kotnis, Carolin Lawrence, Goran Glavaš, Naoaki Okazaki

Mergen: The First Manchu-Korean Machine Translation Model Trained on Augmented Data

Jean Seo, SungJoo Byun, Minha Kang, Sangah Lee

TalaMT: Multilingual Machine Translation for Cabécar-Bribri-Spanish

Alex Jones, Rolando Coto-Solano, Guillermo González Campos

Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages

Viktor Hangya, Silvia Severini, Radoslav Ralev, Alexander Fraser, Hinrich Schütze

Adapt and Prune Strategy for Multilingual Speech Foundational Model on Low-resourced Languages

Hyeon Soo Kim, Chung Hyeon Cho, Hyejin Won, Kyung Ho Park

To token or not to token: A Comparative Study of Text Representations for Cross-Lingual Transfer

Md Mushfiqur Rahman, Fardin Ahsan Sakib, Fahim Faisal, Antonios Anastasopoulos

Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study

Maarten De Raedt, Semere Kiros Bitew, Fréderic Godin, Thomas Demeester, Chris Develder

A General-Purpose Multilingual Document Encoder

Onur Galoğlu Robert Litschko, Robert Litschko, Goran Glavaš

Counterfactually Probing Language Identity in Multilingual Models

Anirudh Srinivasan, Venkata Subrahmanyan Govindarajan, Kyle Mahowald

Meta-learning For Vision-and-language Cross-lingual Transfer

Hanxu Hu, Frank Keller

UniBriVL: Robust Audio Representation and Generation of Audio Driven Diffusion Models

Sen Fang, Bowen Gao, Yangjian Wu, TeikToe Teoh

From Diachronic to Contextual Lexical Semantic Change: Introducing Semantic Difference Keywords (SDKs) for Discourse Studies

Isabelle Gribomont