Faisal Ladhak
28 papers · 2016–2026 · 8 venues · across top CS/AI venues
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Natural Language Processing
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Machine Learning
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abstractive summarization
(6)
text summarization
(6)
natural language generation
(5)
large language model
(4)
language model
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machine translation
(4)
transformer architecture
(4)
text generation
(3)
extractive summarization
(3)
hallucination detection
(3)
cross-lingual summarization
(2)
argument mining
(2)
human evaluation
(2)
faithfulness evaluation
(2)
text classification
(2)
evaluation metric
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pre-trained language model
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neural machine translation
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Papers
SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL
CVPR 2026
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
ACL 2025
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling
EMNLP 2025
Aligning Large Language Models via Fine-grained Supervision
ACL 2024
Proving Test Set Contamination in Black-Box Language Models
ICLR 2024
STORYSUMM: Evaluating Faithfulness in Story Summarization
EMNLP 2024
Contrastive Error Attribution for Finetuned Language Models
ACL 2023
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
EMNLP 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking
ACL 2023
When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization
EACL 2023
Whose Opinions Do Language Models Reflect?
ICML 2023
Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization
COLING 2022
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing
COLING 2022
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization
ACL 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Improving Faithfulness by Augmenting Negative Summaries from Fake Documents
EMNLP 2022
Spurious Correlations in Reference-Free Evaluation of Text Generation
ACL 2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
EMNLP 2022
Segmenting Subtitles for Correcting ASR Segmentation Errors
EACL 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
ACL 2021
Exploring Content Selection in Summarization of Novel Chapters
ACL 2020
Incorporating Terminology Constraints in Automatic Post-Editing
EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging
EMNLP 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization
EMNLP 2020
Determining Relative Argument Specificity and Stance for Complex Argumentative Structures
ACL 2019
The Role of Pragmatic and Discourse Context in Determining Argument Impact
EMNLP 2019
A neural interlingua for multilingual machine translation
EMNLP 2018
LatticeRnn: Recurrent Neural Networks Over Lattices
Interspeech 2016