NAACL 2024

1,282 papers

Applying Linguistic Expertise to LLMs for Educational Material Development in Indigenous Languages

Justin Vasselli, Arturo Martínez Peguero, Junehwan Sung, Taro Watanabe

JGU Mainz’s Submission to the AmericasNLP 2024 Shared Task on the Creation of Educational Materials for Indigenous Languages

Minh Duc Bui, Katharina von der Wense

Experiments in Mamba Sequence Modeling and NLLB-200 Fine-Tuning for Low Resource Multilingual Machine Translation

Dan DeGenaro, Tom Lupicki

A Comparison of Fine-Tuning and In-Context Learning for Clause-Level Morphosyntactic Alternation

Jim Su, Justin Ho, George Broadwell, Sarah Moeller, Bonnie Dorr

The unreasonable effectiveness of large language models for low-resource clause-level morphology: In-context generalization or prior exposure?

Coleman Haley

On the Robustness of Neural Models for Full Sentence Transformation

Michael Ginn, Ali Marashian, Bhargav Shandilya, Claire Post, Enora Rice

System Description of the NordicsAlps Submission to the AmericasNLP 2024 Machine Translation Shared Task

Joseph Attieh, Zachary Hopton, Yves Scherrer, Tanja Samardžić

BSC Submission to the AmericasNLP 2024 Shared Task

Javier Garcia Gilabert, Aleix Sant, Carlos Escolano, Francesca De Luca Fornaciari, Audrey Mash

Advancing NMT for Indigenous Languages: A Case Study on Yucatec Mayan and Chol

Julio Rangel, Norio Kobayashi

Enenlhet as a case-study to investigate ASR model generalizability for language documentation

Eric Le Ferrand, Raina Heaton, Emily Prud’hommeaux

From Field Linguistics to NLP: Creating a curated dataset in Amuzgo language

Antonio Reyes, Hamlet Antonio García

Wav2pos: Exploring syntactic analysis from audio for Highland Puebla Nahuatl

Robert Pugh, Varun Sreedhar, Francis Tyers

Awajun-OP: Multi-domain dataset for Spanish–Awajun Machine Translation

Oscar Moreno, Yanua Atamain, Arturo Oncevay

Unlocking Knowledge with OCR-Driven Document Digitization for Peruvian Indigenous Languages

Shadya Sanchez Carrera, Roberto Zariquiey, Arturo Oncevay

A Concise Survey of OCR for Low-Resource Languages

Milind Agarwal, Antonios Anastasopoulos

LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages

Jared Coleman, Bhaskar Krishnamachari, Ruben Rosales, Khalil Iskarous

Morphological Tagging in Bribri Using Universal Dependency Features

Jessica Karson, Rolando Coto-Solano

A New Benchmark for Kalaallisut-Danish Neural Machine Translation

Ross Deans Kristensen-McLachlan, Johanne Sofie Krog Nedergård

Analyzing Finetuned Vision Models for Mixtec Codex Interpretation

Alexander Webber, Zachary Sayers, Amy Wu, Elizabeth Thorner, Justin Witter

Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages

David Ifeoluwa Adelani, A. Seza Doğruöz, André Coneglian, Atul Kr. Ojha

Mapping ‘when’-clauses in Latin American and Caribbean languages: an experiment in subtoken-based typology

Nilo Pedrazzini

Word-level prediction in Plains Cree: First steps

Olga Kriukova, Antti Arppe

Translation systems for low-resource Colombian Indigenous languages, a first step towards cultural preservation

Juan Prieto, Cristian Martinez, Melissa Robles, Alberto Moreno, Sara Palacios

NLP for Language Documentation: Two Reasons for the Gap between Theory and Practice

Luke Gessler, Katharina von der Wense

DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers

Anna Langedijk, Hosein Mohebbi, Gabriele Sarti, Willem Zuidema, Jaap Jumelet

Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval

Juraj Vladika, Florian Matthes

PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics

Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma

Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences

Kyungmin Park, Sihyun Oh, Daehyun Kim, Juae Kim

LLaMA-Rider: Spurring Large Language Models to Explore the Open World

Yicheng Feng, Yuxuan Wang, Jiazheng Liu, Sipeng Zheng, Zongqing Lu

Leveraging Summarization for Unsupervised Dialogue Topic Segmentation

Aleksei Artemiev, Daniil Parinov, Alexey Grishanov, Ivan Borisov, Alexey Vasilev

On the Way to Gentle AI Counselor: Politeness Cause Elicitation and Intensity Tagging in Code-mixed Hinglish Conversations for Social Good

Priyanshu Priya, Gopendra Singh, Mauajama Firdaus, Jyotsna Agrawal, Asif Ekbal

Cross-Lingual Summarization with Pseudo-Label Regularization

Thang Le

Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer

Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina

SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation

Shasha Guo, Lizi Liao, Jing Zhang, Yanling Wang, Cuiping Li

Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning

Rui Wang, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi

CARE: Extracting Experimental Findings From Clinical Literature

Aakanksha Naik, Bailey Kuehl, Erin Bransom, Doug Downey, Tom Hope

On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering

Linyong Nan, Ellen Zhang, Weijin Zou, Yilun Zhao, Wenfei Zhou

SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models

Shicheng Liu, Jialiang Xu, Wesley Tjangnaka, Sina Semnani, Chen Yu

Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation

Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai

NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge

Phillip Howard, Junlin Wang, VASUDEV LAL, Gadi Singer, Yejin Choi

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization

Yixin Liu, Alexander Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han

ATG: Benchmarking Automated Theorem Generation for Generative Language Models

Xiaohan Lin, Qingxing Cao, Yinya Huang, Zhicheng Yang, Zhengying Liu

Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models

Sean Xie, Saeed Hassanpour, Soroush Vosoughi

Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification

Marzieh Tahaei, Aref Jafari, Ahmad Rashid, David Alfonso-hermelo, Khalil Bibi

Asking More Informative Questions for Grounded Retrieval

Sedrick Keh, Justin Chiu, Daniel Fried

Targeted Augmentation for Low-Resource Event Extraction

Sijia Wang, Lifu Huang

Fumbling in Babel: An Investigation into ChatGPT’s Language Identification Ability

Wei-rui Chen, Ife Adebara, Khai Doan, Qisheng Liao, Muhammad Abdul-Mageed

How Lexical is Bilingual Lexicon Induction?

Harsh Kohli, Helian Feng, Nicholas Dronen, Calvin McCarter, Sina Moeini

GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation

Mohsen Gholami, Mohammad Akbari, Tianxi Hu, Vaden Masrani, Z. Wang

RecMind: Large Language Model Powered Agent For Recommendation

Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou

InstructEval: Systematic Evaluation of Instruction Selection Methods

Anirudh Ajith, Chris Pan, Mengzhou Xia, Ameet Deshpande, Karthik Narasimhan

A Transformer with Stack Attention

Jiaoda Li, Jennifer White, Mrinmaya Sachan, Ryan Cotterell

GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models

Ruotong Liao, Xu Jia, Yangzhe Li, Yunpu Ma, Volker Tresp

Semantically-Prompted Language Models Improve Visual Descriptions

Michael Ogezi, Bradley Hauer, Grzegorz Kondrak

Non-contrastive sentence representations via self-supervision

Duccio Pappadopulo, Marco Farina

Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations

Dayeon Ki, Marine Carpuat

ADaPT: As-Needed Decomposition and Planning with Language Models

Archiki Prasad, Alexander Koller, Mareike Hartmann, Peter Clark, Ashish Sabharwal

Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation

Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmán, Surangika Ranathunga

Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales

Lucas Resck, Marcos M. Raimundo, Jorge Poco

ViGLUE: A Vietnamese General Language Understanding Benchmark and Analysis of Vietnamese Language Models

Minh-Nam Tran, Phu-Vinh Nguyen, Long Nguyen, Dien Dinh

A Study on Scaling Up Multilingual News Framing Analysis

Syeda Sabrina Akter, Antonios Anastasopoulos

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao

Do Prompt Positions Really Matter?

Junyu Mao, Stuart E. Middleton, Mahesan Niranjan

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models

Jiashuo Sun, Yi Luo, Yeyun Gong, CHEN LIN, Yelong Shen

Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models

Ruixiang Tang, Yu-Neng Chuang, Xuanting Cai, Mengnan Du, Xia Hu

Interpreting User Requests in the Context of Natural Language Standing Instructions

Nikita Moghe, Patrick Xia, Jacob Andreas, Jason Eisner, Benjamin Van Durme

Language Models can be Deductive Solvers

Jiazhan Feng, Ruochen Xu, Junheng Hao, Hiteshi Sharma, Yelong Shen

Few-TK: A Dataset for Few-shot Scientific Typed Keyphrase Recognition

Avishek Lahiri, Pratyay Sarkar, Medha Sen, Debarshi Kumar Sanyal, Imon Mukherjee

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph

Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang

Read between the lines - Functionality Extraction From READMEs

Prince Kumar, Srikanth Tamilselvam, Dinesh Garg

Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning

Shivam Mhaskar, Nirmesh Shah, Mohammadi Zaki, Ashishkumar Gudmalwar, Pankaj Wasnik

The Impact of Differential Privacy on Group Disparity Mitigation

Victor Hansen, Atula Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard

Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue

Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng

Tokenizer Choice For LLM Training: Negligible or Crucial?

Mehdi Ali, Michael Fromm, Klaudia Thellmann, Richard Rutmann, Max Lübbering

Sentiment Analysis in the Era of Large Language Models: A Reality Check

Wenxuan Zhang, Yue Deng, Bing Liu, Sinno Pan, Lidong Bing

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution

Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen, Franck Dernoncourt, Thien Nguyen

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning

Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models

Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu

Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments

D McKnight, Alona Fyshe

RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning

Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, zhipeng cai

CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models

Xiang Li, Fan Bu, Ambuj Mehrish, Yingting Li, Jiale Han

Synonym relations affect object detection learned on vision-language data

Giacomo Nebbia, Adriana Kovashka

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP

Chandra Kiran Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S, Utkarsh Tyagi

When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models

Yanhong Li, Chenghao Yang, Allyson Ettinger

Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics

Zefeng Lin, Weidong Chen, Yan Song, Yongdong Zhang

CodecLM: Aligning Language Models with Tailored Synthetic Data

Zifeng Wang, Chun-Liang Li, Vincent Perot, Long Le, Jin Miao

WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration

Heyi Tao, Sethuraman T V, Michal Shlapentokh-Rothman, Tanmay Gupta, Heng Ji

Instruction-following Evaluation through Verbalizer Manipulation

Shiyang Li, Jun Yan, Hai Wang, Zheng Tang, Xiang Ren

Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with ‘LITE’

Neeraj Varshney, Agneet Chatterjee, Mihir Parmar, Chitta Baral

MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response

Zihao Deng, Yinghao Ma, Yudong Liu, Rongchen Guo, Ge Zhang

FIRE: A Dataset for Financial Relation Extraction

Hassan Hamad, Abhinav Kumar Thakur, Nijil Kolleri, Sujith Pulikodan, Keith Chugg

PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

Hang Jiang, Xiajie Zhang, Xubo Cao, Cynthia Breazeal, Deb Roy

The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text

Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis, Chloé Clavel

SumCSE: Summary as a transformation for Contrastive Learning

Raghuveer Thirukovalluru, Xiaolan Wang, Jun Chen, Shuyang Li, Jie Lei

OSCaR: Object State Captioning and State Change Representation

Nguyen Nguyen, Jing Bi, Ali Vosoughi, Yapeng Tian, Pooyan Fazli

PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model

Rita Ramos, Emanuele Bugliarello, Bruno Martins, Desmond Elliott

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking

Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao

WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models

Piotr Molenda, Adian Liusie, Mark Gales

PRODIGy: a PROfile-based DIalogue Generation dataset

Daniela Occhipinti, Serra Sinem Tekiroglu, Marco Guerini

NLP for Counterspeech against Hate: A Survey and How-To Guide

Helena Bonaldi, Yi-Ling Chung, Gavin Abercrombie, Marco Guerini