NAACL 2024

1,282 papers

RoDia: A New Dataset for Romanian Dialect Identification from Speech

Codruț Rotaru, Nicolae Cӑtӑlin Ristea, Radu Tudor Ionescu

GOLD: Geometry Problem Solver with Natural Language Description

Jiaxin Zhang, Yashar Moshfeghi

MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models

Zhenpeng Su, Xing Wu, Xue Bai, Zijia Lin, Hui Chen

Bilateral Masking with prompt for Knowledge Graph Completion

Yonghui Kong, Cunhang Fan, yujie Chen, SHUAI ZHANG, Zhao Lv

LETI: Learning to Generate from Textual Interactions

Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji

VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding

Phong Nguyen-Thuan Do, Son Quoc Tran, Phu Gia Hoang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances

Zhendong Chu, Ruiyi Zhang, Tong Yu, Rajiv Jain, Vlad Morariu

Low-resource neural machine translation with morphological modeling

Antoine Nzeyimana

Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models

Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang

Automatic Pair Construction for Contrastive Post-training

Canwen Xu, Corby Rosset, Ethan Chau, Luciano Corro, Shweti Mahajan

Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation

Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky

DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models

Peng Tang, Pengkai Zhu, Tian Li, Srikar Appalaraju, Vijay Mahadevan

GPT-who: An Information Density-based Machine-Generated Text Detector

Saranya Venkatraman, Adaku Uchendu, Dongwon Lee

Language Guided Exploration for RL Agents in Text Environments

Hitesh Golchha, Sahil Yerawar, Dhruvesh Patel, Soham Dan, Keerthiram Murugesan

SpeedE: Euclidean Geometric Knowledge Graph Embedding Strikes Back

Aleksandar Pavlović, Emanuel Sallinger

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text

Wenting Zhao, Ye Liu, Tong Niu, Yao Wan, Philip Yu

Extremely efficient online query encoding for dense retrieval

Nachshon Cohen, Yaron Fairstein, Guy Kushilevitz

Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain

Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung

Weight-Inherited Distillation for Task-Agnostic BERT Compression

Taiqiang Wu, Cheng Hou, Shanshan Lao, Jiayi Li, Ngai Wong

Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuning

Honghe Zhang, Xiaolong Shi, Jingwei Sun, Guangzhong Sun

Self-Regulated Data-Free Knowledge Amalgamation for Text Classification

Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi, Tyler Baldwin, David Beymer

Solving General Natural-Language-Description Optimization Problems with Large Language Models

Jihai Zhang, Wei Wang, Siyan Guo, Li Wang, Fangquan Lin

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data

Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen

EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM

Henry Peng Zou, Gavin Heqing Yu, Ziwei Fan, Dan Bu, Han Liu

Search Query Refinement for Japanese Named Entity Recognition in E-commerce Domain

Yuki Nakayama, Ryutaro Tatsushima, Erick Mendieta, Koji Murakami, Keiji Shinzato

Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces

Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi

Large Language Models Encode the Practice of Medicine

Teja Kanchinadam, Gauher Shaheen

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems

Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi

Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems

Dongyub Lee, Younghun Jeong, Hwa-Yeon Kim, Hongyeon Yu, Seunghyun Han

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

Xue-yong Fu, Md Tahmid Rahman Laskar, Elena Khasanova, Cheng Chen, Shashi Bhushan Tn

AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction

Shengkun Wang, Taoran Ji, Jianfeng He, Mariam ALMutairi, Dan Wang

Uncertainty Estimation in Large Language Models to Support Biodiversity Conservation

Maria Mora-Cross, Saul Calderon-Ramirez

Leveraging LLMs for Dialogue Quality Measurement

Jinghan Jia, Abi Komma, Timothy Leffel, Xujun Peng, Ajay Nagesh

Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls

Amin Marani, Ulie Schnaithmann, Youngseo Son, Akil Iyer, Manas Paldhe

DriftWatch: A Tool that Automatically Detects Data Drift and Extracts Representative Examples Affected by Drift

Myeongjun Jang, Antonios Georgiadis, Yiyun Zhao, Fran Silavong

Less is More for Improving Automatic Evaluation of Factual Consistency

Tong Wang, Ninad Kulkarni, Yanjun Qi

Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR

Zelin Wu, Gan Song, Christopher Li, Pat Rondon, Zhong Meng

Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models

Md Messal Monem Miah, Ulie Schnaithmann, Arushi Raghuvanshi, Youngseo Son

Scaling Up Authorship Attribution

Jacob Striebel, Abishek Edikala, Ethan Irby, Alex Rosenfeld, J. Gage

Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain

Yiyun Zhao, Prateek Singh, Hanoz Bhathena, Bernardo Ramos, Aviral Joshi

Leveraging Customer Feedback for Multi-modal Insight Extraction

Sandeep Mukku, Abinesh Kanagarajan, Pushpendu Ghosh, Chetan Aggarwal

Automating the Generation of a Functional Semantic Types Ontology with Foundational Models

Sachin Konan, Larry Rudolph, Scott Affens

Towards Translating Objective Product Attributes Into Customer Language

Ram Yazdi, Oren Kalinsky, Alexander Libov, Dafna Shahaf

Reducing hallucination in structured outputs via Retrieval-Augmented Generation

Orlando Ayala, Patrice Bechard

Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain

Brian Hu, Bill Ray, Alice Leung, Amy Summerville, David Joy

Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data

Haitham Hammami, Louis Baligand, Bojan Petrovski

An Automatic Prompt Generation System for Tabular Data Tasks

Ashlesha Akella, Abhijit Manatkar, Brijkumar Chavda, Hima Patel

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang

Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain

Myeongjun Jang, Gábor Stikkel

Generating Signed Language Instructions in Large-Scale Dialogue Systems

Mert Inan, Katherine Atwell, Anthony Sicilia, Lorna Quandt, Malihe Alikhani

Conformer-Based Speech Recognition On Extreme Edge-Computing Devices

MingBin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng

REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking

Nacime Bouziani, Shubhi Tyagi, Joseph Fisher, Jens Lehmann, Andrea Pierleoni

Prompt Tuned Embedding Classification for Industry Sector Allocation

Valentin Buchner, Lele Cao, Jan-Christoph Kalo, Vilhelm von Ehrenheim

Visual Grounding for User Interfaces

Yijun Qian, Yujie Lu, Alexander Hauptmann, Oriana Riva

An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication

Xiaochen Liu, Bowei Zou, AiTi Aw

Multiple-Question Multiple-Answer Text-VQA

Peng Tang, Srikar Appalaraju, R. Manmatha, Yusheng Xie, Vijay Mahadevan

Modeling and Detecting Company Risks from News

Jiaxin Pei, Soumya Vadlamannati, Liang-Kang Huang, Daniel Preoţiuc-Pietro, Xinyu Hua

Efficiently Distilling LLMs for Edge Applications

Achintya Kundu, Yu Chin Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong

UINav: A Practical Approach to Train On-Device Automation Agents

Wei Li, Fu-Lin Hsu, William Bishop, Folawiyo Campbell-Ajala, Max Lin

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Sanghoon Kim, Dahyun Kim, Chanjun Park, Wonsung Lee, Wonho Song

Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding

Jie Ou, Yueming Chen, Prof. Tian

HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices

Ruilong Ma, Xiang Yang, Jingyu Wang, Qi Qi, Haifeng Sun

Spatial and Temporal Language Understanding: Representation, Reasoning, and Grounding

Parisa Kordjamshidi, Qiang Ning, James Pustejovsky, Marie-Francine Moens

Human-AI Interaction in the Age of LLMs

Diyi Yang, Sherry Tongshuang Wu, Marti A. Hearst

From Text to Context: Contextualizing Language with Humans, Groups, and Communities for Socially Aware NLP

Adithya V Ganesan, Siddharth Mangalik, Vasudha Varadarajan, Nikita Soni, Swanie Juhng

Explanation in the Era of Large Language Models

Zining Zhu, Hanjie Chen, Xi Ye, Qing Lyu, Chenhao Tan

Combating Security and Privacy Issues in the Era of Large Language Models

Muhao Chen, Chaowei Xiao, Huan Sun, Lei Li, Leon Derczynski

Catch Me If You GPT: Tutorial on Deepfake Texts

Adaku Uchendu, Saranya Venkatraman, Thai Le, Dongwon Lee

HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms

Gokul Srinivasagan, Simon Ostermann

Facilitating Opinion Diversity through Hybrid NLP Approaches

Michiel Van Der Meer

Commentary Generation from Data Records of Multiplayer Strategy Esports Game

Zihan Wang, Naoki Yoshinaga

Cross-Task Generalization Abilities of Large Language Models

Qinyuan Ye

Coding Open-Ended Responses using Pseudo Response Generation by Large Language Models

Yuki Zenimoto, Ryo Hasegawa, Takehito Utsuro, Masaharu Yoshioka, Noriko Kando

A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base

Hasti Toossi, Guo Huai, Jinyu Liu, Eric Khiu, A. Seza Doğruöz

Multi-Source Text Classification for Multilingual Sentence Encoder with Machine Translation

Reon Kajikawa, Keiichiro Yamada, Tomoyuki Kajiwara, Takashi Ninomiya

Evaluation Dataset for Japanese Medical Text Simplification

Koki Horiguchi, Tomoyuki Kajiwara, Yuki Arase, Takashi Ninomiya

Reinforcement Learning for Edit-Based Non-Autoregressive Neural Machine Translation

Hao Wang, Tetsuro Morimura, Ukyo Honda, Daisuke Kawahara

Distilling Text Style Transfer With Self-Explanation From LLMs

Chiyu Zhang, Honglong Cai, Yuezhang Li, Yuexin Wu, Le Hou

Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection

Mohammed Rahaman, Julia Ive

Referring Expressions in Human-Robot Common Ground: A Thesis Proposal

Jaap Kruijt

Investigating Web Corpus Filtering Methods for Language Model Development in Japanese

Rintaro Enomoto, Arseny Tolmachev, Takuro Niitsuma, Shuhei Kurita, Daisuke Kawahara

Few-Shot Event Argument Extraction Based on a Meta-Learning Approach

Aboubacar Tuo, Romaric Besançon, Olivier Ferret, Julien Tourille

Improving Multi-lingual Alignment Through Soft Contrastive Learning

Minsu Park, Seyeon Choi, Chanyeol Choi, Jun-Seong Kim, Jy-yong Sohn

Improving Repository-level Code Search with Text Conversion

Mizuki Kondo, Daisuke Kawahara, Toshiyuki Kurabayashi

Unknown Script: Impact of Script on Cross-Lingual Transfer

Wondimagegnhue Tufa, Ilia Markov, Piek Vossen

Detecting Response Generation Not Requiring Factual Judgment

Ryohei Kamei, Daiki Shiono, Reina Akama, Jun Suzuki

To Clarify or not to Clarify: A Comparative Analysis of Clarification Classification with Fine-Tuning, Prompt Tuning, and Prompt Engineering

Alina Leippert, Tatiana Anikina, Bernd Kiefer, Josef Genabith

Exploring Inherent Biases in LLMs within Korean Social Context: A Comparative Analysis of ChatGPT and GPT-4

Seungyoon Lee, Dongjun Kim, DaHyun Jung, Chanjun Park, Heuiseok Lim

Knowledge-centered conversational agents with a drive to learn

Selene Baez Santamaria

Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages

Sankalp Bahad, Pruthwik Mishra, Parameswari Krishnamurthy, Dipti Sharma

LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues

Joe Stacey, Jianpeng Cheng, John Torr, Tristan Guigue, Joris Driesen

Start Simple: Progressive Difficulty Multitask Learning

Yunfei Luo, Yuyang Liu, Rukai Cai, Tauhidur Rahman

Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)

Richard Zhu

SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts

Jean-Thomas Baillargeon, Luc Lamontagne

Explainable CED: A Dataset for Explainable Critical Error Detection in Machine Translation

DaHyun Jung, Sugyeong Eo, Chanjun Park, Heuiseok Lim

Exploring Compositional Generalization of Large Language Models

Haoran Yang, Hongyuan Lu, Wai Lam, Deng Cai

Rephrasing Invokes Better Generations for Large Language Models

Haoran Yang, Hongyuan Lu, Wai Lam

Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning

Shih-Cheng Huang, Shih-Heng Wang, Min-Han Shih, Saurav Sahay, Hung-yi Lee

Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI

Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman, Ofir Arviv