Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2303.16104
Cited By
Hallucinations in Large Multilingual Translation Models
Transactions of the Association for Computational Linguistics (TACL), 2023
28 March 2023
Nuno M. Guerreiro
Duarte M. Alves
Jonas Waldendorf
Barry Haddow
Alexandra Birch
Pierre Colombo
André F.T. Martins
VLM
HILM
LRM
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Hallucinations in Large Multilingual Translation Models"
50 / 109 papers shown
Tool-Planner: Task Planning with Clusters across Multiple Tools
Yanming Liu
Xinyue Peng
Jiannan Cao
Yuwei Zhang
Xuhong Zhang
Sheng Cheng
Xun Wang
Jianwei Yin
Xuhong Zhang
LLMAG
357
2
0
06 Jun 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew
Tzuf Paz-Argaman
Itai Mondshine
Asaf Achi Mordechai
Reut Tsarfaty
370
4
0
06 Jun 2024
Diver: Large Language Model Decoding with Span-Level Mutual Information Verification
Jinliang Lu
Chen Wang
Jiajun Zhang
215
4
0
04 Jun 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
Chenyang Huang
Abbas Ghaddar
I. Kobyzev
Mehdi Rezagholizadeh
Osmar R. Zaiane
Boxing Chen
268
2
0
04 Jun 2024
Towards Rationality in Language and Multimodal Agents: A Survey
Bowen Jiang
Yangxinyu Xie
Xiaomeng Wang
Yuan Yuan
Camillo J Taylor
Tanwi Mallick
Weijie J. Su
Camillo J. Taylor
Tanwi Mallick
LLMAG
352
4
0
01 Jun 2024
How Multilingual Are Large Language Models Fine-Tuned for Translation?
Aquia Richburg
Marine Carpuat
LRM
172
7
0
30 May 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
Gonccalo R. A. Faria
Sweta Agrawal
António Farinhas
Ricardo Rei
José G. C. de Souza
André F. T. Martins
209
7
0
28 May 2024
RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models
Xiangkun Hu
Dongyu Ru
Lin Qiu
Qipeng Guo
Tianhang Zhang
Yang Xu
Yun Luo
Pengfei Liu
Yue Zhang
Zheng Zhang
HILM
LRM
270
18
0
23 May 2024
Conformal Prediction for Natural Language Processing: A Survey
Transactions of the Association for Computational Linguistics (TACL), 2024
Margarida M. Campos
António Farinhas
Chrysoula Zerva
Mário A. T. Figueiredo
André F. T. Martins
AI4CE
432
36
0
03 May 2024
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
Van Bach Nguyen
Paul Youssef
Jorg Schlotterer
Christin Seifert
269
29
0
26 Apr 2024
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
Olivia Wiles
Chuhan Zhang
Isabela Albuquerque
Ivana Kajić
Su Wang
...
Jordi Pont-Tuset
Aida Nematzadeh
Anant Nawalgaria
Jordi Pont-Tuset
Aida Nematzadeh
EGVM
985
32
0
25 Apr 2024
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models
Souvik Das
Lifeng Jin
Linfeng Song
Haitao Mi
Baolin Peng
Dong Yu
HILM
256
4
0
14 Apr 2024
MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models
Rahul Mehta
Andrew Hoblitzell
Jack O’keefe
Hyeju Jang
Vasudeva Varma
HILM
KELM
155
1
0
10 Apr 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages
Samuel Cahyawijaya
Holy Lovenia
Fajri Koto
Rifki Afina Putri
Emmanuel Dave
...
Bryan Wilie
Genta Indra Winata
Alham Fikri Aji
Ayu Purwarianti
Pascale Fung
399
25
0
09 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers
Libo Qin
Qiguang Chen
Yuhang Zhou
Zhi Chen
Hai-Tao Zheng
Lizi Liao
Min Li
Wanxiang Che
Philip S. Yu
LRM
371
55
0
07 Apr 2024
Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso
Martín Bertrán
Riccardo Fogliato
Aaron Roth
294
32
0
06 Apr 2024
Hallucination Diversity-Aware Active Learning for Text Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yu Xia
Xu Liu
Tong Yu
Sungchul Kim
Ryan Rossi
Anup B. Rao
Tung Mai
Shuai Li
HILM
231
10
0
02 Apr 2024
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback
Hongshen Xu
Zichen Zhu
Situo Zhang
Da Ma
Shuai Fan
Lu Chen
Kai Yu
HILM
317
56
0
27 Mar 2024
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check
Linhao Ye
Zhikai Lei
Jia-Peng Yin
Qin Chen
Jie Zhou
Liang He
3DV
RALM
183
31
0
27 Mar 2024
Ethos: Rectifying Language Models in Orthogonal Parameter Space
Lei Gao
Yue Niu
Tingting Tang
A. Avestimehr
Murali Annavaram
MU
310
17
0
13 Mar 2024
HILL: A Hallucination Identifier for Large Language Models
International Conference on Human Factors in Computing Systems (CHI), 2024
Florian Leiser
S. Eckhardt
Valentin Leuthe
Merlin Knaeble
Alexander Maedche
Gerhard Schwabe
Ali Sunyaev
HILM
217
42
0
11 Mar 2024
Information Flow Routes: Automatically Interpreting Language Models at Scale
Javier Ferrando
Elena Voita
371
70
0
27 Feb 2024
Hallucinations or Attention Misdirection? The Path to Strategic Value Extraction in Business Using Large Language Models
Aline Ioste
195
2
0
21 Feb 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation
Anas Himmi
Guillaume Staerman
Marine Picot
Pierre Colombo
Nuno M. Guerreiro
535
9
0
20 Feb 2024
CroissantLLM: A Truly Bilingual French-English Language Model
Manuel Faysse
Patrick Fernandes
Nuno M. Guerreiro
António Loison
Duarte M. Alves
...
François Yvon
André F.T. Martins
Gautier Viaud
C´eline Hudelot
Pierre Colombo
670
51
0
01 Feb 2024
Are self-explanations from Large Language Models faithful?
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Andreas Madsen
Sarath Chandar
Siva Reddy
LRM
373
66
0
15 Jan 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Giorgos Vernikos
Andrei Popescu-Belis
209
19
0
12 Jan 2024
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Rumeng Li
Xun Wang
Hong Yu
LM&MA
209
40
0
09 Dec 2023
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models
Navapat Nananukul
Mayank Kejriwal
HILM
335
4
0
08 Dec 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tianhang Zhang
Lin Qiu
Qipeng Guo
Cheng Deng
Yue Zhang
Zheng Zhang
Cheng Zhou
Xinbing Wang
Luoyi Fu
HILM
264
92
0
22 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Xiangru Tang
Anni Zou
Zhuosheng Zhang
Ziming Li
Yilun Zhao
Xingyao Zhang
Arman Cohan
Mark B. Gerstein
LRM
LM&MA
436
305
0
16 Nov 2023
Assessing Translation capabilities of Large Language Models involving English and Indian Languages
European Association for Machine Translation Conferences/Workshops (EAMT), 2023
Vandan Mujadia
Ashok Urlana
Yash Bhaskar
Penumalla Aditya Pavani
Kukkapalli Shravya
Parameswari Krishnamurthy
D. Sharma
ELM
507
11
0
15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations
Alessandro Bruno
P. Mazzeo
Aladine Chetouani
Marouane Tliba
M. A. Kerkouri
HILM
281
19
0
14 Nov 2023
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models
First Workshop on Insights from Negative Results in NLP (Insights), 2023
Alireza Mohammadshahi
Jannis Vamvas
Rico Sennrich
LRM
405
2
0
13 Nov 2023
Intentional Biases in LLM Responses
Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), 2023
Nicklaus Badyal
Derek Jacoby
Yvonne Coady
123
7
0
11 Nov 2023
Online Advertisements with LLMs: Opportunities and Challenges
Soheil Feizi
Mohammadtaghi Hajiaghayi
Keivan Rezaei
Suho Shin
OffRL
404
22
0
11 Nov 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning
Duarte M. Alves
Nuno M. Guerreiro
Joao Alves
José P. Pombal
Ricardo Rei
José G. C. de Souza
Pierre Colombo
André F.T. Martins
216
71
0
20 Oct 2023
Towards General Error Diagnosis via Behavioral Testing in Machine Translation
Junjie Wu
Lemao Liu
Dit-Yan Yeung
129
2
0
20 Oct 2023
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
António Farinhas
José G. C. de Souza
André F. T. Martins
160
14
0
17 Oct 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us!
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Sagi Shaier
Lawrence E Hunter
Katharina von der Wense
228
5
0
16 Oct 2023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection
Transactions of the Association for Computational Linguistics (TACL), 2023
Nuno M. Guerreiro
Ricardo Rei
Daan van Stigt
Luísa Coheur
Pierre Colombo
André F.T. Martins
401
235
0
16 Oct 2023
Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions
Asia-Pacific Computer Systems Architecture Conference (ACSA), 2023
Yufan Chen
Arjun Arunasalam
Z. Berkay Celik
184
50
0
03 Oct 2023
Conversational Health Agents: A Personalized LLM-Powered Agent Framework
Mahyar Abbasian
Iman Azimi
Amir M. Rahmani
Ramesh C. Jain
AI4CE
LM&MA
518
113
0
03 Oct 2023
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xin Cheng
Xun Wang
Tao Ge
Si-Qing Chen
Yongbin Li
Dongyan Zhao
Rui Yan
180
2
0
29 Sep 2023
Can LLM-Generated Misinformation Be Detected?
International Conference on Learning Representations (ICLR), 2023
Canyu Chen
Kai Shu
DeLMO
782
239
0
25 Sep 2023
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Rico Sennrich
Jannis Vamvas
Alireza Mohammadshahi
HILM
451
53
0
13 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models
Hongbin Ye
Tong Liu
Aijia Zhang
Wei Hua
Weiqiang Jia
HILM
372
112
0
13 Sep 2023
Gender-specific Machine Translation with Large Language Models
Eduardo Sánchez
Pierre Yves Andrews
Pontus Stenetorp
Mikel Artetxe
Marta R. Costa-jussá
289
4
0
06 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Computational Linguistics (CL), 2023
Yue Zhang
Yafu Li
Leyang Cui
Deng Cai
Lemao Liu
...
Longyue Wang
Anh Tuan Luu
Freda Shi
Shuming Shi
Shuming Shi
LRM
RALM
HILM
711
812
0
03 Sep 2023
Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation
J. Mendoncca
Patrícia Pereira
Helena Moniz
Joao Paulo Carvalho
A. Lavie
Isabel Trancoso
206
23
0
31 Aug 2023
Previous
1
2
3
Next
