NAACL - arXivDaily 期刊&会议

2403.16584 2024-05-06 cs.CL

Can Large Language Models (or Humans) Disentangle Text?

Nicolas Audinet de Pieuchon, Adel Daoud, Connor Thomas Jerzak, Moa Johansson, Richard Johansson

Comments To appear as: Nicolas Audinet de Pieuchon, Adel Daoud, Connor T. Jerzak, Moa Johansson, Richard Johansson. Can Large Language Models (or Humans) Disentangle Text? In: Sixth Workshop on NLP and Computational Social Science at NAACL, 2024

2403.00462 2024-05-06 cs.CL

LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues

Joe Stacey, Jianpeng Cheng, John Torr, Tristan Guigue, Joris Driesen, Alexandru Coca, Mark Gaynor, Anders Johannsen

Comments Accepted at NAACL SRW 2024

2405.01601 2024-05-06 cs.CL cs.LG

Efficient Sample-Specific Encoder Perturbations

Yassir Fathullah, Mark J. F. Gales

Comments To appear in NAACL 2024

2405.01502 2024-05-03 cs.CL cs.AI cs.LG

Analyzing the Role of Semantic Representations in the Era of Large Language Models

Zhijing Jin, Yuen Chen, Fernando Gonzalez, Jiarui Liu, Jiayi Zhang, Julian Michael, Bernhard Schölkopf, Mona Diab

Comments NAACL 2024

2405.00948 2024-05-03 cs.CL

Modeling Empathetic Alignment in Conversation

Jiamin Yang, David Jurgens

Comments Camera-ready version for NAACL 2024

2405.00888 2024-05-03 cs.CL

DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling

Shikhar Tuli, Chi-Heng Lin, Yen-Chang Hsu, Niraj K. Jha, Yilin Shen, Hongxia Jin

Comments Accepted at NAACL 2024

2405.00632 2024-05-02 cs.CL cs.AI

When Quantization Affects Confidence of Large Language Models?

Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin

Comments Accepted to NAACL 2024 Findings

2405.00494 2024-05-02 cs.AI cs.CL

GOLD: Geometry Problem Solver with Natural Language Description

Jiaxin Zhang, Yashar Moshfeghi

Comments Accepted in NAACL 2024 Findings

2405.00467 2024-05-02 cs.CL

Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing

KV Aditya Srivatsa, Kaushal Kumar Maurya, Ekaterina Kochmar

Comments Accepted to Workshop on Insights from Negative Results in NLP 2024 (co-located with NAACL 2024)

2403.17240 2024-05-02 cs.CL

The Role of $n$-gram Smoothing in the Age of Neural Networks

Luca Malagutti, Andrius Buinovskij, Anej Svete, Clara Meister, Afra Amini, Ryan Cotterell

Comments NAACL 2024

2311.08469 2024-05-02 cs.CL

UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations

Wenting Zhao, Justin T Chiu, Jena D. Hwang, Faeze Brahman, Jack Hessel, Sanjiban Choudhury, Yejin Choi, Xiang Lorraine Li, Alane Suhr

Comments accepted at NAACL'24

2404.19359 2024-05-01 cs.CL cs.AI

Evaluating Lexicon Incorporation for Depression Symptom Estimation

Kirill Milintsevich, Gaël Dias, Kairit Sirts

Comments Accepted to Clinical NLP workshop at NAACL 2024

2404.19319 2024-05-01 cs.CL

Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget

Minh Duc Bui, Fabian David Schmidt, Goran Glavaš, Katharina von der Wense

Comments Accepted to the 5th Workshop on Insights from Negative Results in NLP at NAACL 2024

2404.19007 2024-05-01 cs.CL cs.AI cs.CY

How Did We Get Here? Summarizing Conversation Dynamics

Yilun Hua, Nicholas Chernogor, Yuzhe Gu, Seoyeon Julie Jeong, Miranda Luo, Cristian Danescu-Niculescu-Mizil

Comments To appear in the Proceedings of NAACL 2024. Data available in ConvoKit https://convokit.cornell.edu/

2404.18286 2024-05-01 cs.CL

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

Comments Accepted to the Americas NLP Workshop at NAACL 2024 (https://turing.iimas.unam.mx/americasnlp/2024_workshop.html)

2404.18881 2024-04-30 cs.HC cs.LG cs.SE

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking

Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar, Violet Peng, Miryung Kim

Comments NAACL 2024 Findings

2404.18784 2024-04-30 cs.CL cs.AI

Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input

Tessa Masis, Brendan O'Connor

Comments NLP+CSS workshop at NAACL 2024

2404.18585 2024-04-30 cs.CL

FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering

Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich

Comments Accepted at NAACL 2024

2404.18543 2024-04-30 cs.CL cs.CE cs.LG

Time Machine GPT

Felix Drinkall, Eghbal Rahimikia, Janet B. Pierrehumbert, Stefan Zohren

Comments NAACL Findings 2024

2404.17841 2024-04-30 cs.CL

Toxicity Classification in Ukrainian

Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, Georg Groh

Comments Accepted to WOAH, NAACL, 2024. arXiv admin note: text overlap with arXiv:2404.02043

2404.17729 2024-04-30 cs.CL

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving

Pei Chen, Boran Han, Shuai Zhang

Comments Accepted to NAACL 2024

2311.07439 2024-04-30 cs.CL cs.AI cs.LG

Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models

Alireza Mohammadshahi, Jannis Vamvas, Rico Sennrich

Comments Accepted to Insights at NAACL 2024

2309.07384 2024-04-30 cs.CL

An Interactive Framework for Profiling News Media Sources

Nikhil Mehta, Dan Goldwasser

Comments NAACL 2024 Main Conference

2307.10700 2024-04-30 cs.DL cs.CL cs.CY

Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers

Rajiv Movva, Sidhika Balachandar, Kenny Peng, Gabriel Agostini, Nikhil Garg, Emma Pierson

Comments NAACL 2024. Data & code available at https://github.com/rmovva/LLM-publication-patterns-public

2404.16659 2024-04-26 cs.CL cs.AI

ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling

Sangryul Kim, Donghee Han, Sehyun Kim

Comments The 6th Clinical Natural Language Processing Workshop at NAACL 2024. Code is available at https://github.com/venzino-han/probgate_ehrsql

2404.16294 2024-04-26 cs.CL cs.AI

LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications

Saranya Krishnamoorthy, Ayush Singh, Shabnam Tafreshi

Comments To appear in NAACL 2024 at the 6th Clinical Natural Language Processing Workshop

2404.16262 2024-04-26 cs.CL

Interpreting Answers to Yes-No Questions in Dialogues from Multiple Domains

Zijie Wang, Farzana Rashid, Eduardo Blanco

Comments To appear at NAACL 2024 Findings

2404.16192 2024-04-26 cs.CL cs.CV

Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering

Cuong Nhat Ha, Shima Asaadi, Sanjeev Kumar Karn, Oladimeji Farri, Tobias Heimann, Thomas Runkler

Comments Clinical NLP @ NAACL 2024

2311.09736 2024-04-26 cs.CL

CARE: Extracting Experimental Findings From Clinical Literature

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

Comments To appear at NAACL Findings 2024

2401.12576 2024-04-25 cs.CL cs.AI cs.LG

LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations

Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef van Genabith, Leonhard Hennig, Sebastian Möller

Comments Accepted to NAACL 2024 HCI+NLP workshop; camera-ready version