Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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7,261 to 7,320 of 11,332

Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate
Marcelo O. R. Prates, Pedro H. C. Avelar, Luis Lamb
cs.CYcs.CLarXiv:1809.02208v42018
Neural Text Summarization: A Critical Evaluation
Wojciech Kryściński, Nitish Shirish Keskar, Bryan McCann +2
cs.CLarXiv:1908.08960v12019
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding
Weijia Shi, Xiaochuang Han, Mike Lewis +3
cs.CLarXiv:2305.14739v12023
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)
Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas +3
cs.CLcs.CVarXiv:1906.01815v12019
Span-based Localizing Network for Natural Language Video Localization
Hao Zhang, Aixin Sun, Wei Jing +1
cs.CLcs.CVarXiv:2004.13931v22020
Speech Model Pre-training for End-to-End Spoken Language Understanding
Loren Lugosch, Mirco Ravanelli, Patrick Ignoto +2
eess.AScs.CLcs.LGarXiv:1904.03670v22019
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models
Shangbin Feng, Chan Young Park, Yuhan Liu +1
cs.CLarXiv:2305.08283v32023
The Thousand-Graph Hypothesis: A Testable Hypothesis of Task-Conditioned Relation Materialization in Repository-Level Code Reasoning
Fei Ding
cs.SEcs.CLarXiv:2608.26602v12026
Research Design Tracking and Assessment for the Social Sciences
Marco Rovera, Sergiu Burlacu, Dominique Cappelletti +5
cs.CLcs.CYarXiv:2608.27049v12026
Instruction Quality Matters: Refining Instructions for Effective Preference Learning
Seohyeong Lee, Hwaran Lee, Buru Chang
cs.CLarXiv:2608.26779v12026
NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark
Oscar Sainz, Jon Ander Campos, Iker García-Ferrero +3
cs.CLarXiv:2310.18018v12023
STAR : Sentence Translation Alignment Rate for Document-to-Document Machine Translation
Yichen Dong, Hao Wang, Junhui Li +3
cs.CLarXiv:2608.27161v12026
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics
Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov
cs.CLarXiv:2104.13346v22021
SemEval-2013 Task 2: Sentiment Analysis in Twitter
Preslav Nakov, Zornitsa Kozareva, Alan Ritter +3
cs.CLcs.IRcs.LGarXiv:1912.06806v12019
Multi-Expert Conformal Risk Control for Pairwise LLM Judging in Open-Ended Dialogue
Ming Cheng, Yusheng Dai, Qiuhong Ke +2
cs.CLarXiv:2608.26529v12026
SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Yuze Zhao, Jintao Huang, Jinghan Hu +10
cs.CLarXiv:2408.05517v42024
FOCUS & RePAIR: Mitigating Text Degeneration via Token-Level Guidance for Pruned Large Language Models
Junyoung Lee, Sehyeon Park, Shinhyoung Jang +5
cs.CLcs.AIcs.LGarXiv:2608.26676v12026
Synthesizer: Rethinking Self-Attention in Transformer Models
Yi Tay, Dara Bahri, Donald Metzler +3
cs.CLcs.IRcs.LGarXiv:2005.00743v32020
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
Zeming Chen, Alejandro Hernández Cano, Angelika Romanou +17
cs.CLcs.AIcs.LGarXiv:2311.16079v12023
Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Xi Victoria Lin, Richard Socher, Caiming Xiong
cs.AIcs.CLcs.LGarXiv:1808.10568v22018
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation
Huaishao Luo, Lei Ji, Botian Shi +6
cs.CVcs.CLcs.LGarXiv:2002.06353v32020
Cross-lingual Representation Learning via Centroid Intervention Fusion
Wei Sun, Marie-Francine Moens
cs.CLarXiv:2608.26357v12026
Coarse-to-Fine Decoding for Neural Semantic Parsing
Li Dong, Mirella Lapata
cs.CLarXiv:1805.04793v12018
Are All Languages Created Equal in Multilingual BERT?
Shijie Wu, Mark Dredze
cs.CLarXiv:2005.09093v22020
CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings
Shinji Watanabe, Michael Mandel, Jon Barker +18
cs.SDcs.CLeess.ASarXiv:2004.09249v22020
Not Enough Data? Deep Learning to the Rescue!
Ateret Anaby-Tavor, Boaz Carmeli, Esther Goldbraich +5
cs.CLcs.LGarXiv:1911.03118v22019
Good Friends, Bad News - Affect and Virality in Twitter
Lars Kai Hansen, Adam Arvidsson, Finn Årup Nielsen +2
cs.SIcs.CLphysics.soc-pharXiv:1101.0510v12011
SpeechGym: An Audio-Native Gym for Training Voice Agents via Reinforcement Learning
Jiajun Fan, Jingyuan Li, Prashanth Gurunath Shivakumar +6
cs.SDcs.AIcs.CLarXiv:2608.26432v12026
LowRankArena: A Standardized Evaluation Platform for SVD-Based LLM Compression
Zishan Shao, Lixun Zhang, Kangning Cui +10
cs.CLcs.LGarXiv:2608.26389v12026
LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
Zechun Liu, Barlas Oguz, Changsheng Zhao +6
cs.CLarXiv:2305.17888v12023
A Hierarchical Approach for Generating Descriptive Image Paragraphs
Jonathan Krause, Justin Johnson, Ranjay Krishna +1
cs.CVcs.CLarXiv:1611.06607v22016
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang +3
cs.CLarXiv:2301.08745v42023
Gender Bias in Neural Natural Language Processing
Kaiji Lu, Piotr Mardziel, Fangjing Wu +2
cs.CLarXiv:1807.11714v22018
Data Augmentation using Pre-trained Transformer Models
Varun Kumar, Ashutosh Choudhary, Eunah Cho
cs.CLcs.LGarXiv:2003.02245v22020
Style Transfer Through Back-Translation
Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov +1
cs.CLarXiv:1804.09000v32018
QASC: A Dataset for Question Answering via Sentence Composition
Tushar Khot, Peter Clark, Michal Guerquin +2
cs.CLarXiv:1910.11473v22019
Compositionality decomposed: how do neural networks generalise?
Dieuwke Hupkes, Verna Dankers, Mathijs Mul +1
cs.CLcs.AIcs.LGarXiv:1908.08351v22019
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
Sang Michael Xie, Hieu Pham, Xuanyi Dong +7
cs.CLcs.LGarXiv:2305.10429v42023
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts
Haoxiang Wang, Wei Xiong, Tengyang Xie +2
cs.LGcs.CLarXiv:2406.12845v12024
D2C-Routing: Dimension-to-Composition Evidence Routing for Mixed-Origin AI-Generated Text Detection
Xin Chen, Fuwei Zhang, Yiqi Tong +3
cs.CLarXiv:2608.27380v12026
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
Antoine Yang, Arsha Nagrani, Paul Hongsuck Seo +5
cs.CVcs.AIcs.CLarXiv:2302.14115v22023
Representing and Parsing Korean Constituency Structure at Different Levels of Granularity
Jungyeul Park, KyungTae Lim, Zihao Huang +3
cs.CLarXiv:2608.27035v12026
PragAlign: Evidence-Sensitive Reply Assistance Across Chinese and Japanese Appropriateness Judgments
Xin Zhong, Satori Hachisuka
cs.CLarXiv:2608.26700v12026
Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counseling
Michimasa Inaba
cs.CLarXiv:2608.26689v12026
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
Rongjie Huang, Mingze Li, Dongchao Yang +10
cs.CLcs.AIcs.SDarXiv:2304.12995v12023
Generated Knowledge Prompting for Commonsense Reasoning
Jiacheng Liu, Alisa Liu, Ximing Lu +5
cs.CLarXiv:2110.08387v32021
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech
Andy T. Liu, Shang-Wen Li, Hung-yi Lee
eess.AScs.CLcs.LGarXiv:2007.06028v32020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Jiaao Chen, Zichao Yang, Diyi Yang
cs.CLcs.LGarXiv:2004.12239v12020
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout
Hao Tan, Licheng Yu, Mohit Bansal
cs.CLcs.CVcs.LGarXiv:1904.04195v12019
Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning
Hamza Harkous, Kassem Fawaz, Rémi Lebret +3
cs.CLcs.CRcs.HCarXiv:1802.02561v22018
Theoretical Limitations of Self-Attention in Neural Sequence Models
Michael Hahn
cs.CLcs.FLcs.LGarXiv:1906.06755v22019
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
Yidong Wang, Zhuohao Yu, Zhengran Zeng +10
cs.CLcs.AIarXiv:2306.05087v22023
FastPitch: Parallel Text-to-speech with Pitch Prediction
Adrian Łańcucki
eess.AScs.CLcs.LGarXiv:2006.06873v22020
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter
Martin Müller, Marcel Salathé, Per E Kummervold
cs.CLcs.LGcs.SIarXiv:2005.07503v12020
Vision-and-Dialog Navigation
Jesse Thomason, Michael Murray, Maya Cakmak +1
cs.CLcs.AIcs.CVarXiv:1907.04957v32019
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
Tianyang Liu, Canwen Xu, Julian McAuley
cs.CLcs.AIcs.SEarXiv:2306.03091v22023
NeMo: a toolkit for building AI applications using Neural Modules
Oleksii Kuchaiev, Jason Li, Huyen Nguyen +11
cs.LGcs.CLcs.SDarXiv:1909.09577v12019
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Zeqian Ju, Yuancheng Wang, Kai Shen +16
eess.AScs.AIcs.CLarXiv:2403.03100v32024
ReZero is All You Need: Fast Convergence at Large Depth
Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao +2
cs.LGcs.CLstat.MLarXiv:2003.04887v22020
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
Federico Bianchi, Silvia Terragni, Dirk Hovy
cs.CLarXiv:2004.03974v22020

Computation and Language

Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate

Neural Text Summarization: A Critical Evaluation

Trusting Your Evidence: Hallucinate Less with Context-aware Decoding

Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)

Span-based Localizing Network for Natural Language Video Localization

Speech Model Pre-training for End-to-End Spoken Language Understanding

From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models

The Thousand-Graph Hypothesis: A Testable Hypothesis of Task-Conditioned Relation Materialization in Repository-Level Code Reasoning

Research Design Tracking and Assessment for the Social Sciences

Instruction Quality Matters: Refining Instructions for Effective Preference Learning

NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark

STAR : Sentence Translation Alignment Rate for Document-to-Document Machine Translation

Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics

SemEval-2013 Task 2: Sentiment Analysis in Twitter

Multi-Expert Conformal Risk Control for Pairwise LLM Judging in Open-Ended Dialogue

SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning

FOCUS & RePAIR: Mitigating Text Degeneration via Token-Level Guidance for Pruned Large Language Models

Synthesizer: Rethinking Self-Attention in Transformer Models

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Multi-Hop Knowledge Graph Reasoning with Reward Shaping

UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation

Cross-lingual Representation Learning via Centroid Intervention Fusion

Coarse-to-Fine Decoding for Neural Semantic Parsing

Are All Languages Created Equal in Multilingual BERT?

CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for Unsegmented Recordings

Not Enough Data? Deep Learning to the Rescue!

Good Friends, Bad News - Affect and Virality in Twitter

SpeechGym: An Audio-Native Gym for Training Voice Agents via Reinforcement Learning

LowRankArena: A Standardized Evaluation Platform for SVD-Based LLM Compression

LLM-QAT: Data-Free Quantization Aware Training for Large Language Models

A Hierarchical Approach for Generating Descriptive Image Paragraphs

Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine

Gender Bias in Neural Natural Language Processing

Data Augmentation using Pre-trained Transformer Models

Style Transfer Through Back-Translation

QASC: A Dataset for Question Answering via Sentence Composition

Compositionality decomposed: how do neural networks generalise?

DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining

Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts

D2C-Routing: Dimension-to-Composition Evidence Routing for Mixed-Origin AI-Generated Text Detection

Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning

Representing and Parsing Korean Constituency Structure at Different Levels of Granularity

PragAlign: Evidence-Sensitive Reply Assistance Across Chinese and Japanese Appropriateness Judgments

Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counseling

AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

Generated Knowledge Prompting for Commonsense Reasoning

TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning

Theoretical Limitations of Self-Attention in Neural Sequence Models

PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization

FastPitch: Parallel Text-to-speech with Pitch Prediction

COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter

Vision-and-Dialog Navigation

RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

NeMo: a toolkit for building AI applications using Neural Modules

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models

ReZero is All You Need: Fast Convergence at Large Depth

Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence